Time and date of the special panel about the technologies, implemented in the best gaming keyboards, are to be announced soon. Follow our website for more details.
Special Session MoE1-1: MoE1-1 Computational Intelligence and Games
Monday, July 7, 1:30PM-3:30PM, Room: 203A, Chair: Kyung-Joong Kim; Sung-Bae Cho
| 1:30PM | Learning a Super Mario Controller from Examples of Human Play [#E-14063] |
| Geoffrey Lee, Min Luo, Fabio Zambetta and Xiaodong Li | |
| RMIT University, Australia | |
| 1:50PM | Integrating Fuzzy Integral and Heuristic Search for Unit Micromanagement in RTS Games [#E-14566] |
| Tung Nguyen, Kien Nguyen and Ruck Thawonmas | |
| Ritsumeikan University, Japan | |
| 2:10PM | *Tego – a Framework for Adversarial Planning [#E-14578] |
| Daniel Ashlock and Philip Hingston | |
| University of Guelph, Canada; Edith Cowan University, Australia | |
| 2:30PM | TURAN: Evolving Non-Deterministic Players For The Iterated Prisoner’s Dilemma [#E-14697] |
| Marco Gaudesi, Elio Piccolo, Giovanni Squillero and Alberto Tonda | |
| Politecnico di Torino, Italy; INRA, France | |
| 2:50PM | Evolving a Fuzzy Goal-Driven Strategy for the Game of Geister [#E-14704] |
| Andrew Buck, Tanvi Banerjee and James Keller | |
| University of Missouri, United States | |
| 3:10PM | Deep Boltzmann Machine for Evolutionary Agents of Mario AI [#E-14805] |
| Hisashi Handa | |
| Kindai University, Japan |
Special Session MoE1-2: MoE1-2 Memetic Computing
Monday, July 7, 1:30PM-3:30PM, Room: 203B, Chair: Zexuan Zhu; Wenyin Gong
| 1:30PM | A Memetic Algorithm for Solving Permutation Flow Shop Problems with Known and Unknown Machine Breakdowns [#E-14048] |
| Humyun Fuad Rahman, Ruhul Sarker, Daryl Essam and Guijuan Chang | |
| University of New South Wales, Australia; Qingdao Agricultural University, China | |
| 1:50PM | Remote Sensing Imagery Clustering Using An Adaptive Bi-Objective Memetic Method [#E-14130] |
| Ailong Ma, Yanfei Zhong and Liangpei Zhang | |
| Wuhan University, China | |
| 2:10PM | A Memetic Algorithm based on Immune Multi-objective Optimization for Flexible Job-shop Scheduling Problems [#E-14246] |
| Jingjing Ma, Yu Lei, Zhao Wang and Licheng Jiao | |
| Xidian University, China | |
| 2:30PM | A Memetic Algorithm for Solving Flexible Job-shop Scheduling Problems [#E-14247] |
| Wenping Ma, Yi Zuo, Jiulin Zeng, Shuang Liang and Licheng Jiao | |
| Xidian University, China | |
| 2:50PM | Hybridizing the Dynamic Mutation Approach with Local Searches to Overcome Local Optima [#E-14299] |
| Kuai Wei and Michael J. Dinneen | |
| University of Auckland, New Zealand | |
| 3:10PM | Memetic Algorithm with Adaptive Local Search Depth for Large Scale Global Optimization [#E-14493] |
| Can Liu and Bin Li | |
| University of Science and Technology of China, China |
Special Session MoE1-3: MoE1-3 Evolutionary Computer Vision
Monday, July 7, 1:30PM-3:30PM, Room: 203C, Chair: Mengjie Zhang; Vic Ciesielski; Mario Köppen
| 1:30PM | Neural Network Ensembles For Image Identification Using Pareto-optimal Features [#E-14277] |
| Wissam A. Albukhanajer, Yaochu Jin and Johann A. Briffa | |
| Department of Computing \ University of Surrey, United Kingdom | |
| 1:50PM | Automatic Evolutionary Medical Image Segmentation using Deformable Models [#E-14517] |
| Andrea Valsecchi, Pablo Mesejo, Linda Marrakchi-Kacem, Stefano Cagnoni and Sergio Damas | |
| European Centre for Soft Computing, Spain; University of Parma, Italy; Neurospin, France | |
| 2:10PM | Cost-sensitive Texture Classification [#E-14581] |
| Gerald Schaefer, Bartosz Krawczyk, Niraj Doshi and Tomoharu Nakashima | |
| Loughborough University, United Kingdom; Wroclaw University of Technology, Poland; Osaka Prefecture University, Japan | |
| 2:30PM | Genetic Algorithms Based Feature Combination for Salient Object Detection, for Autonomously Identified Image Domain Types [#E-14867] |
| Syed Saud Naqvi, Will N. Browne and Christopher Hollitt | |
| Victoria University of Wellington, New Zealand | |
| 2:50PM | Unsupervised Learning for Edge Detection using Genetic Programming [#E-14462] |
| Wenlong Fu, Mark Johnston and Mengjie Zhang | |
| Victoria University of Wellington, New Zealand | |
| 3:10PM | Intelligent Search Optimized Edge Potential Function (EPF) Approach to Synthetic Aperture Radar (SAR) Scene Matching [#E-14373] |
| Yifei Wang and Jihao Yin | |
| University of Bath, United Kingdom; Beihang University, China |
Special Session MoE1-4: MoE1-4 Theoretical Foundations of Bio-inspired Computation
Monday, July 7, 1:30PM-3:30PM, Room: 203D, Chair: Pietro Oliveto
| 1:30PM | Single- and Multi-Objective Genetic Programming: New Runtime Results for SORTING [#E-14201] |
| Markus Wagner and Frank Neumann | |
| The University of Adelaide, Australia | |
| 1:50PM | Runtime Comparison of Two Fitness Functions on a Memetic Algorithm for the Clique Problem [#E-14298] |
| Kuai Wei and Michael J. Dinneen | |
| University of Auckland, New Zealand | |
| 2:10PM | A Theoretical Assessment of Solution Quality in Evolutionary Algorithms for the Knapsack Problem [#E-14460] |
| Jun He, Mitavskiy Boris and Yuren Zhou | |
| Aberystwyth University, United Kingdom; South China University of Technology, China | |
| 2:30PM | The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms [#E-14491] |
| Yang Yu and Hong Qian | |
| Nanjing University, China | |
| 2:50PM | Markov Chain Analysis of Evolution Strategies on a Linear Constraint Optimization Problem [#E-14862] |
| Alexandre Chotard, Anne Auger and Nikolaus Hansen | |
| Inria Saclay, team TAO, LRI, University Paris-Sud, France | |
| 3:10PM | Free Lunch for Optimisation under the Universal Distribution [#E-14666] |
| Tom Everitt, Tor Lattimore and Marcus Hutter | |
| Stockholm University, Sweden; University of Alberta, Canada; Australian National University, Australia |
Poster Session PE1: PE1 Poster Session I
Monday, July 7, 3:30PM-6:00PM, Room: Posters Area (Level 2), Chair: TBA
| P101 | A Self-Adaptive Evolutionary Approach to the Evolution of Aesthetic Maps for a RTS Game [#E-14695] |
| Raul Lara-Cabrera, Carlos Cotta and Antonio J. Fernandez-Leiva | |
| University of Malaga, Spain | |
| P102 | Enhanced Differential Evolution with Adaptive Direction Information [#E-14020] |
| Yiqiao Cai and Jixiang Du | |
| Huaqiao University, China | |
| P103 | Smooth Global and Local Path Planning for Mobile Robot Using Particle Swarm Optimization, Radial Basis Functions, Splines and Bezier curves. [#E-14054] |
| Nancy Arana-Daniel, Alberto A. Gallegos, Carlos Lopez-Franco and Alma Y. Alanis | |
| CUCEI, DCC, University of Guadalajara, Mexico | |
| P104 | A Novel Improvement of Particle Swarm Optimization using Dual Factors Strategy [#E-14070] |
| Lin Wang, Bo Yang, Yi Li and Na Zhang | |
| Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan,250022, China; Shandong Provincial Key Laboratory of Network based Intelligent Computing, University of Jinan, Jinan, 250022, China; School of Electrical Engineering, University of Jinan, Jinan, 250022, China; Information Department, China United Network Communications Co. Ltd. Shandong Branch, Jinan, 250101, China | |
| P105 | A Verifiable PSO Algorithm in Cloud Computing [#E-14077] |
| Tao Xiang, Weimin Zhang and Fei Chen | |
| Chongqing University, China; The Chinese University of Hong Kong, Hong Kong | |
| P106 | Space-time Simulation Model Based on Particle Swarm Optimization Algorithm for Stadium Evacuation [#E-14079] |
| Xinlu Zong, Shengwu Xiong, Hui Xu and Pengfei Duan | |
| Hubei University of Technology, China; Wuhan University of Technology, China | |
| P107 | Bare Bones Particle Swarm with Scale Mixtures of Gaussians for Dynamic Constrained Optimization [#E-14086] |
| Mauro Campos and Renato Krohling | |
| Federal University of Espirito Santo, UFES, Brazil | |
| P108 | Comparison of Multiobjective Particle Swarm Optimization and Evolutionary Algorithms for Optimal Reactive Power Dispatch Problem [#E-14093] |
| Yujiao Zeng and Yanguang Sun | |
| State Key Laboratory of Hybrid Process Industry Automation System and Equipment Technology, Automation Research and Design Institute of Metallurgical Industry, China | |
| P109 | Visualizing the Population of Meta-heuristics During the Optimization Process Using Self-Organizing Maps [#E-14104] |
| Marcelo Lotif | |
| University of Fortaleza (UNIFOR), Brazil | |
| P110 | Cooperative Particle Swarm Optimizer with Elimination Mechanism for Global Optimization of Multimodal Problems [#E-14106] |
| Geng Zhang and Yangmin Li | |
| University of Macau, Macau; University of Macau/Tianjin University of Technology, China | |
| P111 | A Population Diversity Maintaining Strategy Based on Dynamic Environment Evolutionary Model for Dynamic Multiobjective Optimization [#E-14110] |
| Zhou Peng, Jinhua Zheng and Juan Zou | |
| Xiangtan university, China | |
| P112 | A Chaotic Particle Swarm Optimization Algorithm for the Jobshop Scheduling Problem [#E-14125] |
| Ping Yan and Minghai Jiao | |
| Shenyang Aerospace University, China; Northeastern University, China | |
| P113 | A Novel Chaotic Artificial Bee Colony Algorithm Based on Tent Map [#E-14136] |
| Fangjun Kuang, Zhong Jin, Weihong Xu and Siyang Zhang | |
| School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China; Department of Electronic and Information Engineering Hunan Vocational Institute of Safety and Technology, China | |
| P114 | Self-adaptive Morphable Model Based Multi-view Non-cooperative 3D Face Reconstruction [#E-14137] |
| Kuicheng Lin, Xue Wang, Xuanping Li and Yuqi Tan | |
| Department of Precision Instrument, Tsinghua University, China; State Key Laboratory of Precision Measurement Technology and Instrument, Department of Precision Instrument, Tsinghua University, China | |
| P115 | Hybrid ACO/EA Algorithms applied to the Multi-Agent Patrolling Problem [#E-14138] |
| Fabrice Lauri and Abder Koukam | |
| IRTES_SeT, France; IRTES-SeT, France | |
| P116 | A Novel Artificial Bee Colony Algorithm with Integration of Extremal Optimization for Numerical Optimization Problems [#E-14143] |
| Min-Rong Chen, Wei Zeng, Guo-Qiang Zeng, Xia Li and Jian-Ping Luo | |
| Teacher, China; Student, China | |
| P117 | Autonomous Learning Adaptation for Particle Swarm Optimization [#E-14144] |
| Wenyong Dong, Jiangshen Tian, Xu Tang, Kang Sheng and Jin Liu | |
| Computer School, Wuhan University, China | |
| P118 | Multi-Objective Flexible Job-Shop Scheduling Problem with DIPSO: More Diversity, Greater Efficiency [#E-14146] |
| Luiz Carvalho and Marcia Fernandes | |
| Federal University of Uberlandia, Brazil | |
| P119 | Using Electromagnetic Algorithm for tuning the structure and parameters of Neural Networks [#E-14153] |
| Ayad Turky and Salwani Abdullah | |
| Universiti Kebangsaan Malaysia, Malaysia | |
| P120 | Calculating the Complete Pareto Front for a Special Class of Continuous Multi-Objective Optimization Problems [#E-14167] |
| Xiao-Bing Hu, Ming Wang and Mark S Leeson | |
| Beijing Normal University, China; University of Warwick, United Kingdom | |
| P121 | Feature Selection based on Manifold-Learning with Dynamic Constraint-Handling Differential Evolution [#E-14595] |
| Zhihui Li, Zhigang Shang, J. J. Liang and B. Y. Qu | |
| Zhengzhou univerisity, China; Zhongyuan University of Technology, China | |
| P122 | Metaheuristics for the 3D Bin Packing Problem in the Steel Industry [#E-14611] |
| Joaquim Viegas, Susana Vieira, Joao Sousa and Elsa Henriques | |
| Instituto Superior Tecnico, Universidade de Lisboa, Portugal | |
| P123 | MOPSOhv: A New Hypervolume-based Multi-Objective Particle Swarm Optimizer [#E-14657] |
| Ivan Chaman-Garcia, Carlos Coello Coello and Alfredo Arias-Montano | |
| CINVESTAV-IPN, Mexico; IPN-ESIME Unidad Ticoman, Mexico | |
| P124 | A New CSP Graph-Based Representation to Resource-Constrained Project Scheduling Problem [#E-14663] |
| Antonio Gonzalez-Pardo and David Camacho | |
| Universidad Autonoma de Madrid, Spain | |
| P125 | Optimization Algorithm for Rectangle Packing Problem Based on Varied-factor Genetic Algorithm and Lowest Front-Line Strategy [#E-14724] |
| Haiming Liu, Jiong Zhou, Xinsheng Wu and Peng Yuan | |
| College of Automation Science and Engineering, South China University of Technology, China | |
| P126 | A Growing Partitional Clustering Based on Particle Swarm Optimization [#E-14769] |
| Wu Nuosi, Zhu Zexuan and Ji Zhen | |
| Shenzhen University, China | |
| P127 | A Parallel Evolutionary Solution for the Inverse Kinematics of Generic Robotic Manipulators [#E-14771] |
| Siavash Farzan and Guilherme DeSouza | |
| University of Missouri, United States | |
| P128 | Feature Extraction Based on Trimmed Complex Network Representation for Metabolomic Data Classification [#E-14778] |
| Chen Yue, Zhu Zexuan and Ji Zhen | |
| Shenzhen University, China | |
| P129 | Primary Study on Feedback Controlled Differential Evolution [#E-14783] |
| Kenichi Tamura and Keiichiro Yasuda | |
| Tokyo Metropolitan University, Japan | |
| P130 | A Route Planning Strategy for the Automatic Garment Cutter Based on Genetic Algorithm [#E-14428] |
| Wenchao Yu and Linji Lu | |
| Shanghai Jiao Tong University, China |
Special Session MoE2-1: MoE2-1 Evolutionary Multi-Objective Optimization and Decision Making
Monday, July 7, 4:00PM-6:00PM, Room: 203A, Chair: Sanaz Mostaghim
| 4:00PM | Comparative Analysis of Classical Multi-Objective Evolutionary Algorithms and Seeding Strategies for Pairwise Testing of Software Product Lines [#E-14526] |
| Roberto Erick Lopez-Herrejon, Javier Ferrer, Francisco Chicano, Alexander Egyed and Enrique Alba | |
| Johannes Kepler University Linz, Austria; University of Malaga, Spain | |
| 4:20PM | An MOEA/D with Multiple Differential Evolution Mutation Operators [#E-14255] |
| Yang Li, Aimin Zhou and Guixu Zhang | |
| Department of Computer Science and Technology, East China Normal University, Shanghai, China, China | |
| 4:40PM | Multi-objective Transportation Network Design: Accelerating Search by Applying e-NSGAII [#E-14546] |
| Ties Brands, Luc Wismans and Eric van Berkum | |
| University of Twente, Netherlands; DAT.Mobility, Netherlands | |
| 5:00PM | A Comparison of Multi-Objective Evolutionary Algorithms for the Ontology Meta-Matching Problem [#E-14664] |
| Giovanni Acampora, Hisao Ishibuchi and Autilia Vitiello | |
| Nottingham Trent University, United Kingdom; Osaka Prefecture University, Japan; University of Salerno, Italy | |
| 5:20PM | Integrating User Preferences and Decomposition Methods for Many-objective Optimization [#E-14752] |
| Asad Mohammadi, Mohammad Nabi Omidvar, Xiaodong Li and Kalyanmoy Deb | |
| RMIT University, Melbourne, Australia, Australia; Michigan State University, Michigan, USA, United States | |
| 5:40PM | A Multi-objective Evolutionary Algorithm based on Decomposition for Constrained Multi-objective Optimization [#E-14848] |
| Saul Zapotecas Martinez and Carlos A. Coello Coello | |
| Shinshu University, Japan; CINVESTAV-IPN, Mexico |
Special Session MoE2-2: MoE2-2 Differential Evolution: Past, Present and Future
Monday, July 7, 4:00PM-6:00PM, Room: 203B, Chair: Kai Qin
| 4:00PM | Cooperative DynDE for Temporal Data Clustering [#E-14261] |
| Kristina S. Georgieva and Andries P. Engelbrecht | |
| University of Pretoria, South Africa | |
| 4:20PM | Multi-objective Differential Evolution Algorithm Based on Fast Sorting and a Novel Constraints Handling Technique [#E-14627] |
| J. J. Liang, B. Zheng, B. Y. Qu and H. Song | |
| Zhengzhou University, China; Zhongyuan University of Technology, China | |
| 4:40PM | A Mutation and Crossover Adaptation Mechanism for Differential Evolution Algorithm [#E-14642] |
| Johanna Aalto and Jouni Lampinen | |
| University of Vaasa, Finland | |
| 5:00PM | An Analysis of the Automatic Adaptation of the Crossover Rate in Differential Evolution [#E-14734] |
| Carlos Segura, Carlos A. Coello Coello, Eduardo Segredo and Coromoto Leon | |
| CINVESTAV-IPN, Spain; CINVESTAV-IPN, Mexico; Universidad de La Laguna, Spain | |
| 5:20PM | Self-adaptive Differential Evolution with Local Search Chains for Real-Parameter Single-Objective Optimization [#E-14836] |
| A. K. Qin, Ke Tang, Hong Pan and Siyu Xia | |
| RMIT University, Australia; University of Science and Technology of China, China; Southeast University, China | |
| 5:40PM | Trading-off Simulation Fidelity and Optimization Accuracy in Air-Traffic Experiments using Differential Evolution [#E-14710] |
| Rubai Amin, Jiangjun Tang, Mohamed Ellejmi, Stephen Kirby and Hussein A. Abbass | |
| University of New South Wales Canberra, Australia; EUROCONTROL Cooperative Network Division (CND), France |
Special Session MoE2-3: MoE2-3 Evolutionary Computation in Combinatorial Optimization
Monday, July 7, 4:00PM-6:00PM, Room: 203C, Chair: Rong Qu
| 4:00PM | A Hybrid Discrete Particle Swarm Optimisation Method for Grid Computation Scheduling [#E-14866] |
| Stephen Bennett, Su Nguyen and Mengjie Zhang | |
| Victoria University of Wellington, New Zealand | |
| 4:20PM | A Combinatorial Algorithm for The Cardinality Constrained Portfolio Optimization Problem [#E-14295] |
| Tianxiang Cui, Shi Cheng and Ruibin Bai | |
| The University of Nottingham, China | |
| 4:40PM | Using Harmony Search with Multiple Pitch Adjustment Operators for the Portfolio Selection Problem [#E-14355] |
| Nasser R. Sabar and Graham Kendall | |
| The University of Nottingham Malaysia Campus, Malaysia; The University of Nottingham, United Kingdom | |
| 5:00PM | Genetic Algorithm with Self-Adaptive Mutation Controlled by Chromosome Similarity [#E-14743] |
| Daniel Smullen, Jonathan Gillett, Joseph Heron and Shahryar Rahnamayan | |
| ECSE, University of Ontario Institute of Technology (UOIT), Canada | |
| 5:20PM | Chemical Reaction Optimization for the Set Covering Problem [#E-14034] |
| James J.Q. Yu, Albert Y.S. Lam and Victor O.K. Li | |
| The University of Hong Kong, Hong Kong; Hong Kong Baptist University, Hong Kong | |
| 5:40PM | Aircraft Landing Problem using Hybrid Differential Evolution and Simple Descent Algorithm [#E-14072] |
| Nasser R. Sabar and Graham Kendall | |
| The University of Nottingham Malaysia Campus, Malaysia; The University of Nottingham, United Kingdom |
Special Session MoE2-4: MoE2-4 Artificial Bee Colony Algorithms and their Applications
Monday, July 7, 4:00PM-6:00PM, Room: 203D, Chair: Swagatam Das; M. Fatih Tasgetiren
| 4:00PM | Search-Evasion Path Planning for Submarines Using the Artificial Bee Colony Algorithm [#E-14008] |
| Li Bai, Raymond Chiong and Gong Ligang | |
| Zhejiang University, China; The University of Newcastle, Australia; Beihang University, China | |
| 4:20PM | A Bee Colony Algorithm for Routing Guided Automated Battery-operated Electric Vehicles in Personal Rapid Transit Systems [#E-14464] |
| Ezzeddine Fatnassi, Olfa Chebbi and Jouhaina Chaouachi | |
| ISG, Tunisia; IHEC, Tunisia | |
| 4:40PM | A Novel Hybrid Approach for Curriculum based Course Timetabling Problem [#E-14486] |
| Cheng Weng Fong, Hishammuddin Asmuni, Way Shen Lam, Barry McCollum and Paul McMullan | |
| Universiti Teknologi Malaysia, Malaysia; Queen’s University Belfast, United Kingdom | |
| 5:00PM | A Discrete Artificial Bee Colony Algorithm for the Economic Lot Scheduling Problem with Returns [#E-14626] |
| Onder Bulut and M. Fatih Tasgetiren | |
| Yasar University, Turkey | |
| 5:20PM | Artificial Bee Colony for Workflow Scheduling [#E-14650] |
| Yun-Chia Liang, Hsiang-Ling Chen and Yung-Hsiang Nien | |
| Yuan Ze University, Taiwan; Taoyuan Innovation Institute of Technology, Taiwan | |
| 5:40PM | Cooperation Mechanism For Distributed Resource Scheduling Through Artificial Bee Colony Based Self-Organized Scheduling System [#E-14711] |
| Ana Madureira, Bruno Cunha and Ivo Pereira | |
| Departamento de Engenharia Informatica Instituto Superior de Engenharia do Porto, Portugal |
Special Session TuE1-1: TuE1-1 Evolutionary Computation for Planning and Scheduling
Tuesday, July 8, 1:30PM-3:30PM, Room: 203A, Chair: Jian Xiong
| 1:30PM | A Benchmark Generator for Dynamic Capacitated Arc Routing Problems [#E-14032] |
| Min Liu, Hemant Singh and Tapabrata Ray | |
| University of New South Wales, Australia | |
| 1:50PM | A Co-evolutionary Teaching-learning-based Optimization Algorithm for Stochastic RCPSP [#E-14064] |
| Huan-yu Zheng, Ling Wang and Sheng-yao Wang | |
| Tsinghua University, China | |
| 2:10PM | A Memetic Algorithm with a New Split Scheme for Solving Dynamic Capacitated Arc Routing Problems [#E-14297] |
| Min Liu, Hemant Singh and Tapabrata Ray | |
| University of New South Wales, Australia | |
| 2:30PM | Agile Earth Observing Satellites Mission Planning Using Genetic Algorithm Based on High Quality Initial Solutions [#E-14585] |
| Zang Yuan, Yingwu Chen and Renjie He | |
| College of Information System and Management, National University of Defense Technology, China | |
| 2:50PM | Behavioral Learning of Aircraft Landing Sequencing Using a Society of Probabilistic Finite State Machines [#E-14754] |
| Jiangjun Tang and Hussein A. Abbass | |
| University of New South Wales Canberra, Australia | |
| 3:10PM | Evolving Machine-Specific Dispatching Rules for a Two-Machine Job Shop using Genetic Programming [#E-14861] |
| Rachel Hunt, Mark Johnston and Mengjie Zhang | |
| Victoria University of Wellington, New Zealand |
Special Session TuE1-2: TuE1-2 Swarm Intelligence for Real-World Engineering Optimization
Tuesday, July 8, 1:30PM-3:30PM, Room: 203B, Chair: Boyang Qu
| 1:30PM | An Enhanced Non-dominated Sorting Based Fruit Fly Optimization Algorithm for Solving Environmental Economic Dispatch Problem [#E-14067] |
| Xiaolong Zheng, Ling Wang and Shengyao Wang | |
| Tsinghua University, China | |
| 1:50PM | Particle Swarm Optimization for Integrated Yard Truck Scheduling and Storage Allocation Problem [#E-14536] |
| Ben Niu, Ting Xie, Qiqi Duan and Lijing Tan | |
| The Hong Kong Polytechnic University, Hong Kong; Shenzhen University, China; Jinan University, China | |
| 2:10PM | Similarity- and Reliability-Assisted Fitness Estimation for Particle Swarm Optimization of Expensive Problems [#E-14596] |
| Tong Liu, Chaoli Sun, Jianchao Zeng and Yaochu Jin | |
| Taiyuan University of Science and Technology, China; University of Surrey, United Kingdom | |
| 2:30PM | Binary Bacterial Foraging Optimization for Solving 0/1 Knapsack Problem [#E-14605] |
| Ben Niu and Ying Bi | |
| The Hong Kong Polytechnic University, Hong Kong; Shenzhen University, China | |
| 2:50PM | A Discrete Artificial Bee Colony Algorithm for the Parallel Machine Scheduling Problem in DYO Painting Company [#E-14624] |
| Damla Kizilay, M. Fatih Tasgetiren, Onder Bulut and Bilgehan Bostan | |
| Yasar University, Turkey; DYO Painting Company, Turkey | |
| 3:10PM | Locality-Sensitive Hashing Based Multiobjective Memetic Algorithm for Dynamic Pickup and Delivery Problems [#E-14859] |
| Fangxiao Wang, Yuan Gao and Zexuan Zhu | |
| Shenzhen University, China |
Special Session TuE1-3: TuE1-3 Complex Networks and Evolutionary Computation
Tuesday, July 8, 1:30PM-3:30PM, Room: 203C, Chair: Jing Liu
| 1:30PM | A Compression Optimization Algorithm for Community Detection [#E-14181] |
| Jianshe Wu, Lin Yuan, Qingliang Gong, Wenping Ma, Jingjing Ma and Yangyang Li | |
| Xidian University, China | |
| 1:50PM | Decomposition Based Multiobjective Evolutionary Algorithm for Collaborative Filtering Recommender Systems [#E-14248] |
| Shanfeng Wang, Maoguo Gong, Lijia Ma, Qing Cai and Licheng Jiao | |
| Xidian University, China | |
| 2:10PM | A Memetic Algorithm Using Local Structural Information for Detecting Community Structure in Complex Networks [#E-14251] |
| Caihong Mu, Jin Xie, Ruochen Liu and Licheng Jiao | |
| Xidian University, China | |
| 2:30PM | Ant Colony Clustering Based on Sampling for Community Detection [#E-14318] |
| Xiangjing Song, Junzhong Ji, Cuicui Yang and Xiuzhen Zhang | |
| Beijing University of Technology, China; RMIT University, Australia | |
| 2:50PM | A Differential Evolution Box-covering Algorithm for Fractal Dimension on Complex Networks [#E-14354] |
| Li Kuang, Zhiyong Zhao, Feng Wang, Yuanxiang Li, Fei Yu and Zhijie Li | |
| State Key Laboratory of Software Engineering, Wuhan University, Wuhan, CN, China | |
| 3:10PM | An Intelligent Ant Colony Optimization for Community Detection in Complex Networks [#E-14404] |
| Caihong Mu, Jian Zhang and Licheng Jiao | |
| Xidian University, China |
Special Session TuE1-4: TuE1-4 Evolutionary Algorithms with Statistical and Machine Learning Techniques
Tuesday, July 8, 1:30PM-3:30PM, Room: 203D, Chair: Aimin Zhou
| 1:30PM | HMOEDA_LLE: A Hybrid Multi-objective Estimation of Distribution Algorithm Combining Locally Linear Embedding [#E-14066] |
| Yuzhen Zhang, Guangming Dai, Lei Peng and Maocai Wang | |
| School of Computer Science, China University of Geosciences, Wuhan 430074, China, China | |
| 1:50PM | Behavioral Study of the Surrogate Model-aware Evolutionary Search Framework [#E-14329] |
| Bo Liu, Qin Chen, Qingfu Zhang, Goerges Gielen and Vic Grout | |
| Glyndwr University, United Kingdom; China Aerodynamic Research and Development Center, China; University of Essex, United Kingdom; Katholieke Universiteit Leuven, Belgium | |
| 2:10PM | A Clustering Based Multiobjective Evolutionary Algorithm [#E-14618] |
| Hu Zhang, Shenmin Song, Aimin Zhou and Xiao-Zhi Gao | |
| Harbin Institute of Technology, China; East China Normal University, China; Aalto University School of Electrical Engineering, Finland | |
| 2:30PM | Creating Stock Trading Rules Using Graph-Based Estimation of Distribution Algorithm [#E-14421] |
| Xianneng Li, Wen He and Kotaro Hirasawa | |
| Graduate School of Information, Production and Systems, Waseda University, Japan | |
| 2:50PM | Grammar Based Genetic Programming with Bayesian Network [#E-14423] |
| Pak-Kan Wong, Leung-Yau Lo, Man-Leung Wong and Kwong-Sak Leung | |
| The Chinese University of Hong Kong, Hong Kong; Lingnan University, Hong Kong | |
| 3:10PM | A First Attempt on Evolutionary Prototype Reduction for Nearest Neighbor One-Class Classification [#E-14521] |
| Bartosz Krawczyk, Isaac Triguero, Salvador Garcia, Michal Wozniak and Francisco Herrera | |
| University of Wroclaw, Poland; University of Granada, Spain; University of Jaen, Spain |
Poster Session PE2: PE2 Poster Session II
Tuesday, July 8, 3:30PM-6:00PM, Room: Posters Area (Level 2), Chair: TBA
| P301 | Application of Computational Intelligence for Source Code Classification [#E-14179] |
| Marcos Alvares, Fernando Buarque and Tshilidzi Marwala | |
| University of Johannesburg, South Africa; Polytechnic School of Pernambuco, Brazil | |
| P302 | Genetic Algorithm with Spatial Receding Horizon Control for the Optimization of Facility Locations [#E-14202] |
| Xiao-Bing Hu and Mark S Leeson | |
| Beijing Normal University, China; University of Warwick, United Kingdom | |
| P303 | A Multi-swarm Particle Swarm Optimization with Orthogonal Learning for Locating and Tracking Multiple Optima in Dynamic Environments [#E-14203] |
| Ruochen Liu, Xu Niu and Licheng Jiao | |
| Xidian University, China | |
| P304 | Learning and Evolution of Genetic Network Programming with Knowledge Transfer [#E-14211] |
| Xianneng Li, Wen He and Kotaro Hirasawa | |
| Graduate School of Information, Production and Systems, Waseda University, Japan | |
| P305 | An Improved JADE algorithm for Global Optimization [#E-14215] |
| Ming Yang, Zhihua Cai, Changhe Li and Jing Guan | |
| School of Computer Science, China University of Geosciences, Wuhan, China; China Ship Development and Design Center, Wuhan, China | |
| P306 | Characterizing The Impact of Selection on The Evolution of Cooperation in Complex Networks [#E-14239] |
| Shasha Feng, Shaolin Tan and Jinhu Lu | |
| Academy of Mathematics andSystems Science, Chinese Academy of Sciences, China; College of Electrical and Information Engineering, Hunan University, China | |
| P307 | Tuning a Multiple Classifier System for Side Effect Discovery using Genetic Algorithms [#E-14243] |
| Jenna Reps, Uwe Aickelin and Jonathan Garibaldi | |
| University of Nottingham, United Kingdom | |
| P308 | Regression Ensemble with PSO Algorithms based Fuzzy Integral [#E-14259] |
| James Liu, Yulin He and Yanxing Hu | |
| The Hong Kong Polytechnic University, Hong Kong; Hebei University, China | |
| P309 | A Tabu Search Heuristic for the Single Row Layout Problem with Shared Clearances [#E-14283] |
| Meng Yu, Xingquan Zuo and Chase C. Murray | |
| Beijing University of Posts and Telecommunications, China; Auburn University, United States | |
| P310 | An Improved Quantum-behaved Particle Swarm Optimization Based on Linear Interpolation [#E-14286] |
| Shouyong Jiang and Shengxiang Yang | |
| School of Computer Science and Informatics, De Montfort Univesity, United Kingdom | |
| P311 | A Weighting-Based Local Search Heuristic Algorithm for the Set Covering Problem [#E-14290] |
| Chao Gao, Thomas Weise and Jinlong Li | |
| NICAL, USTC, China | |
| P312 | Parallelization for Space Trajectory Optimization [#E-14294] |
| Martin Schlueter and Masaharu Munetomo | |
| Information Initiative Center, Hokkaido University, Japan | |
| P313 | Cooperation with Potential Leaders in Evolutionary Game Study of Networking Agents [#E-14308] |
| Jianlei Zhang, Chunyan Zhang, Tianguang Chu and Ming Cao | |
| University of Groningen, Netherlands; Peking University, China | |
| P314 | Evolving Hierarchical Gene Regulatory Networks for Morphogenetic Pattern Formation of Swarm Robotics [#E-14312] |
| Hyondong Oh and Yaochu Jin | |
| University of Surrey, United Kingdom | |
| P315 | Optimal approximation of stable linear systems with a novel and efficient optimization algorithm [#E-14316] |
| Qiaoyong Jiang, Lei Wang, Xinhong Hei, Rong Fei, Yang Dongdong, Zou Feng, Li Hongye and Cao Zijian | |
| Xi’an University of Technology, China | |
| P316 | Extending Minimum Population Search towards Large Scale Global Optimization [#E-14330] |
| Antonio Bolufe-Rohler and Stephen Chen | |
| University of Havana, Cuba; York University, Canada | |
| P317 | A New Penalty Function Method for Constrained Optimization Using Harmony Search Algorithm [#E-14333] |
| Zhang Biao, Duan Jun-hua, Sang Hong-yan, Li Jun-qing and Yan Hui | |
| Liaocheng University, China | |
| P318 | Avoiding Decoys in Multiple Targets Searching Problems using Swarm Robotics [#E-14336] |
| Zhongyang Zheng, Junzhi Li, Jie Li and Ying Tan | |
| Peking University, China | |
| P319 | Scatter Search Algorithm with Chaos based Stochasticity [#E-14120] |
| Donald Davendra, Roman Senkerik, Ivan Zelinka and Michal Pluhacek | |
| VSB – Technical University of Ostrava, Czech Republic; Tomas Bata University in Zlin, Czech Republic | |
| P320 | Multi-objective Optimization Model Based on Steady Degree for Teaching Building Evacuation [#E-14395] |
| Pengfei Duan, Shengwu Xiong, Zhongbo Hu, Qiong Chen and Xinlu Zhong | |
| Wuhan University of Technology, China; WISDRI Engineering and Research Incorporation Limited, China; Hubei University of Technology, China | |
| P321 | Co-Operation of Biology Related Algorithms Meta-Heuristic in ANN-Based Classifiers Design [#E-14674] |
| Shakhnaz Akhmedova and Eugene Semenkin | |
| Siberian State Aerospace University, Russia | |
| P322 | Evolutionary clustering algorithm for community detection using graph-based information [#E-14680] |
| Gema Bello-Orgaz and David Camacho | |
| Universidad Autonoma de Madrid, Spain | |
| P323 | Scientific Algorithms for the Car Renter Salesman Problem [#E-14681] |
| Denis Felipe, Elizabeth Ferreira Gouvea Goldbarg and Marco Cesar Goldbarg | |
| Universidade Federal do Rio Grande do Norte, Brazil | |
| P324 | Applying Conversion Matrix to Robots for Imitating Motion Using Genetic Algorithms [#E-14684] |
| Mari Nishiyama and Hitoshi Iba | |
| The University of Tokyo, Japan | |
| P325 | Optimization of Combinational Logic Circuits Through Decomposition of Truth Table and Evolution of Sub-Circuits [#E-14699] |
| Francisco Manfrini, Helio Barbosa and Heder Bernadino | |
| Computational Modelling Department, Federal University of Juiz de Fora and Federal Institute of Science and Technology, Southeast Minas Gerais., Brazil; Computational Modelling Department, Federal University of Juiz de Fora and National Laboratory of Scientific Computing., Brazil; Computer Science Department of the Federal University of Juiz de Fora., Brazil | |
| P326 | Reordering Dimensions for Radial Visualization of Multidimensional Data – A Genetic Algorithms Approach [#E-14790] |
| Binh Huynh Thi Thanh, Long Tran Van, Hoai Nguyen Xuan, Anh Nguyen Duc and Truong Pham Manh | |
| Hanoi University of Science and Technology, Viet Nam; University of Communications and Transport, Viet Nam; Hanoi University, Viet Nam | |
| P327 | An evolutionary approach for combining results of Recommender Systems techniques based on Collaborative Filtering [#E-14821] |
| Edjalma Queiroz Silva, Celso Goncalves Camilo-Junior, Luiz Mario L. Pascoal and Thierson Couto Rosa | |
| Universidade Federal de Goias, Brazil | |
| P328 | A Proposal on Analysis Support System Based on Association Rule Analysis for Non-dominated Solutions [#E-14855] |
| Shinya Watanabe, Yuta Chiba and Masahiro Kanazaki | |
| Muroran Institute of Technology, Japan; Accenture Japan Ltd, Japan; Tokyo Metropolitan University, Japan | |
| P329 | Particle Swarm Optimization for Integrity Monitoring in BDS/DR based Railway Train Positioning [#E-14860] |
| Liu Jiang, Cai Bai-gen and Wang Jian | |
| Beijing Jiaotong University, China | |
| P330 | GEAS: A GA-ES-Mixed Algorithm for Parameterized Optimization Problems – Using CLS Problem as an Example [#E-14417] |
| Xing Zhou, Wei Peng and Bo Yang | |
| National University of Defense Technology, China |
Special Session TuE2-1: TuE2-1 Nature-Inspired Constrained Optimization
Tuesday, July 8, 4:00PM-6:00PM, Room: 203A, Chair: Helio Barbosa
| 4:00PM | Differential Evolution with a Species-based Repair Strategy for Constrained Optimization [#E-14630] |
| Chenyang Bu, Wenjian Luo and Tao Zhu | |
| University of Science and Technology of China, China | |
| 4:20PM | Differential Evolution with Combined Variants for Dynamic Constrained Optimization [#E-14811] |
| Maria-Yaneli Ameca-Alducin, Efren Mezura-Montes and Nicandro Cruz-Ramirez | |
| University of Veracruz, Mexico | |
| 4:40PM | Solving Problems with a Mix of Hard and Soft Constraints Using Modified Infeasibility Driven Evolutionary Algorithm (IDEA-M) [#E-14042] |
| Hemant Singh, Md. Asafuddoula and Tapabrata Ray | |
| University of New South Wales, Australia | |
| 5:00PM | Differential Evolution with a Constraint Consensus Mutation for Solving Optimization Problems [#E-14527] |
| Noha Hamza, Ruhul Sarker and Daryl Essam | |
| PhD candidate, Australia; University of New South Wales at Canberra, Australia | |
| 5:20PM | Constraint Handling in Agent-Based Optimization by Independent Sub-Swarms [#E-14115] |
| Daniel Poole, Christian Allen and Thomas Rendall | |
| University of Bristol, United Kingdom | |
| 5:40PM | United Multi-Operator Evolutionary Algorithms [#E-14039] |
| Saber Elsayed, Ruhul Sarker and Daryl Essam | |
| Research Associate, University of New South Wales at Canberra, Australia; A/Prof, University of New South Wales at Canberra, Australia; Senior Lecturer, University of New South Wales at Canberra, Australia |
Special Session TuE2-2: TuE2-2 Computational Intelligence in Bioinformatics
Tuesday, July 8, 4:00PM-6:00PM, Room: 203B, Chair: Michael G. Epitropakis
| 4:00PM | A Memetic Hybrid Method for the Molecular Distance Geometry Problem with Incomplete Information [#E-14358] |
| Marco S. Nobile, Andrea G. Citrolo, Paolo Cazzaniga, Daniela Besozzi and Giancarlo Mauri | |
| University of Milano-Bicocca, Italy; University of Bergamo, Italy; University of Milano, Italy | |
| 4:20PM | GAMI-CRM: Using de novo motif inference to detect cis-regulatory modules [#E-14662] |
| Jeffrey A. Thompson and Clare Bates Congdon | |
| University of Southern Maine, United States | |
| 4:40PM | An Immune Network Approach to Learning Qualitative Models of Biological Pathways [#E-14367] |
| Wei Pang and George Coghill | |
| School of Natural and Computing Sciences, University of Aberdeen, United Kingdom | |
| 5:00PM | Multi-Dimensional Scaling and MODELLER-Based Evolutionary Algorithms for Protein Model Refinement [#E-14461] |
| Yan Chen, Yi Shang and Dong Xu | |
| University of Missouri, United States | |
| 5:20PM | A Modified Bat Algorithm to Predict Protein-Protein Interaction Network [#E-14617] |
| Archana Chowdhury, Pratyusha Rakshit, Amit Konar and Atulya Nagar | |
| Jadavpur University, India; Liverpool hope University, United Kingdom | |
| 5:40PM | Evolutionary Algorithms Applied to Likelihood Function Maximization During Poisson, Logistic, and Cox Proportional Hazards Regression Analysis [#E-14868] |
| Leif Peterson | |
| HMRI, United States |
Special Session TuE2-3: TuE2-3 Single Objective Numerical Optimization I
Tuesday, July 8, 4:00PM-6:00PM, Room: 203C, Chair: Qingfu Zhang; Bo Liu
| 4:00PM | A Surrogate-assisted Differential Evolution Algorithm with Dynamic Parameters Selection for Solving Expensive Optimization Problems [#E-14280] |
| Saber Elsayed, Tapabrata Ray and Ruhul Sarker | |
| University of New South Wales at Canberra, Australia | |
| 4:20PM | A Hybrid Surrogate Based Algorithm (HSBA) to Solve Computationally Expensive Optimization Problems [#E-14371] |
| Hemant Singh, Amitay Isaacs and Tapabrata Ray | |
| University of New South Wales, Australia; IBM Australia, Australia | |
| 4:40PM | Evaluating the performance of Group Counseling Optimizer on CEC 2014 problems for Computational Expensive Optimization [#E-14543] |
| Subhodip Biswas, Mohammad A. Eita, Swagatam Das and Athanasios V. Vasilakos | |
| Jadavpur University, India; Egypt-Japan University of Science and Technology, Egypt; Indian Statistical Institute, India; Kuwait University, Kuwait | |
| 5:00PM | Solving the IEEE-CEC 2014 Expensive Optimization Test Problems by Using Single-Particle MVMO [#E-14616] |
| Istvan Erlich, Jose L. Rueda and Sebastian Wildenhues | |
| University Duisburg-Essen, Germany | |
| 5:20PM | SO-MODS: Optimization for High Dimensional Computationally Expensive Multi-Modal Functions with Surrogate Search [#E-14756] |
| Tipaluck Krityakierne, Juliane Mueller and Christine Shoemaker | |
| Cornell University, United States |
Special Session TuE2-4: TuE2-4 Data Mining and Machine Learning Meet Evolutionary Computation
Tuesday, July 8, 4:00PM-6:00PM, Room: 203D, Chair: Zhun Fan
| 4:00PM | An Evolutionary Multi-Objective Approach for Prototype Generation [#E-14253] |
| Alejandro Rosales-Perez, Hugo Jair Escalante, Carlos A. Coello Coello, Jesus A. Gonzalez and Carlos A. Reyes-Garcia | |
| INAOE, Mexico; CINVESTAV-IPN, Mexico | |
| 4:20PM | Use EMO to Protect Sensitive Knowledge in Association Rule Mining by Removing Items [#E-14655] |
| Peng Cheng, Jeng-Shyang Pan and Chun-Wei Lin | |
| Harbin Institute of Technology, China | |
| 4:40PM | An Online Evolutionary Rule Learning Algorithm with Incremental Attribute Discretization [#E-14803] |
| Essam Debie, Kamran Shafi, Kathryn Merrick and Chris Lokan | |
| School of Engineering and Information Technology, University of New South Wales, Australian Defence Force Academy, Australia | |
| 5:00PM | An External Archive Guided Multiobjective Evolutionary Approach Based on Decomposition for Continuous Optimization [#E-14257] |
| Li Yexing, Cai Xinye, Fan Zhun and Zhang Qingfu | |
| Nanjing University of Aeronautics and Astronautics, China; Shantou University, China; University of Essex, United Kingdom | |
| 5:20PM | Multi-Objective Differential Evolution with Leadership Enhancement (MODEL) [#E-14745] |
| Farid Bourennani, Shahryar Rahnamayan and Greg F. Naterer | |
| ECSE, University of Ontario Institute of Technology, Canada; Faculty of Engineering and Applied Science, Memorial University of Newfoundland, Canada | |
| 5:40PM | On the Performance of Classification Algorithms for Learning Pareto-Dominance Relations [#E-14842] |
| Sunith Bandaru, Amos Ng and Kalyanmoy Deb | |
| University of Skovde, Sweden; Michigan State University, United States |
Session WeE1-1: WeE1-1 Multi-Objective Evolutionary Algorithms I
Wednesday, July 9, 1:30PM-3:30PM, Room: 203A, Chair: Kalyanmoy Deb
| 1:30PM | A Review of Hybrid Evolutionary Multiple Criteria Decision Making Methods [#E-14319] |
| Robin C. Purshouse, Kalyanmoy Deb, Maszatul M. Mansor, Sanaz Mostaghim and Rui Wang | |
| University of Sheffield, United Kingdom; Michigan State University, United States; Otto von Guericke University Magdeburg, Germany; National University of Defense Technology, China | |
| 1:50PM | MOEA/D with Tabu Search for Multiobjective Permutation Flow Shop Scheduling Problems [#E-14406] |
| Ahmad Alhindi and Qingfu Zhang | |
| University of Essex, United Kingdom | |
| 2:10PM | Online Objective Reduction for Many-Objective Optimization Problems [#E-14670] |
| Yiu-ming Cheung and Fangqing Gu | |
| Hong Kong Baptist University, Hong Kong | |
| 2:30PM | Diversity Preservation with Hybrid Recombination for Evolutionary Multiobjective Optimization [#E-14788] |
| Sen Bong Gee and Kay Chen Tan | |
| National University of Singapore, Singapore | |
| 2:50PM | An Evolutionary Approach to the Solution of Multi-Objective Min-Max Problems in Evidence-Based Robust Optimization [#E-14148] |
| Simone Alicino and Massimiliano Vasile | |
| University of Strathclyde, United Kingdom | |
| 3:10PM | Kriging Model Based Many-Objective Optimization with Efficient Calculation of Expected Hypervolume Improvement [#E-14178] |
| Chang Luo, Koji Shimoyama and Shigeru Obayashi | |
| Institute of Fluid Science, Tohoku University, Japan |
Session WeE1-2: WeE1-2 Evolutionary Games and Multi-Agent Systems
Wednesday, July 9, 1:30PM-3:30PM, Room: 203B, Chair: Hussein Abbass
| 1:30PM | Effects of Ensemble Action Selection on the Evolution of Iterated Prisoner’s Dilemma Game Strategies [#E-14844] |
| Takahiko Sudo, Yusuke Nojima and Hisao Ishibuchi | |
| Osaka Prefecture University, Japan | |
| 1:50PM | The Structure of a Probabilistic 2-state Finite Transducer Representation for Prisoner’s Dilemma [#E-14849] |
| Jeffrey Tsang | |
| University of Guelph, Canada | |
| 2:10PM | Competitive Coevolutionary Training of Simple Soccer Agents from Zero Knowledge [#E-14037] |
| Christiaan Scheepers and Andries Engelbrecht | |
| University of Pretoria, South Africa | |
| 2:30PM | Online Generation of Trajectories for Autonomous Vehicles using a Multi-Agent System [#E-14265] |
| Garrison Greenwood, Saber Elsayed, Ruhul Sarker and Hussein Abbass | |
| Portland State University, United States; University of New South Wales, Australia | |
| 2:50PM | A Cooperative Coevolutionary Approach to Multi-Robot Formation Control [#E-14274] |
| Seung-Mok Lee and Hyun Myung | |
| Urban Robotics Laboratory, KAIST (Korea Advanced Institute of Science and Technology), Korea, Republic of | |
| 3:10PM | Graph Centrality Measures and the robustness of cooperation [#E-14737] |
| Menglin Li and Colm O’Riordan | |
| NUI Galway, Ireland |
Special Session WeE1-3: WeE1-3 Hybrid Evolutionary Computational Methods for Complex Optimization Problems
Wednesday, July 9, 1:30PM-3:30PM, Room: 203C, Chair: Kit Yan Chan
| 1:30PM | Non-invasive Detection of Hypoglycemic Episodes in Type1 Diabetes Using Intelligent Hybrid Rough Neural System [#E-14021] |
| Sai Ho Ling, Phyo Phyo San, Hak Keung Lam and Hung Nguyen | |
| University of Technology System, Australia; King’s College London, United Kingdom | |
| 1:50PM | Image deblurring using a hybrid optimization algorithm [#E-14105] |
| Kit Yan Chan, N. Rajakaruna, C. Rathnayake and I. Murray | |
| Curtin University, Australia | |
| 2:10PM | An algorithm for scalable clustering: Ensemble Rapid Centroid Estimation [#E-14159] |
| Mitchell Yuwono, Steven W. Su, Bruce D. Moulton, Ying Guo and Hung T. Nguyen | |
| University of Technology, Sydney, Australia; Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia | |
| 2:30PM | Evolutionary Regional Network Modeling for Efficient Engineering Optimization [#E-14164] |
| Jyh-Cheng Yu and Zhi-Fu Liang | |
| National Kaohsiung First University of Science and Technology, Taiwan | |
| 2:50PM | PSO-Based Update Memory for Improved Harmony Search Algorithm to the Evolution of FBBFNT’ parameters [#E-14189] |
| Souhir Bouaziz, Adel M. Alimi and Ajith Abraham | |
| REsearch Groups on Intelligent Machines (REGIM), University of Sfax, National School of Engineers (ENIS), BP 1173, Sfax 3038, Tunisia, Tunisia; Machine Intelligence Research Labs, WA, USA, United States | |
| 3:10PM | Quantum Bacterial Foraging Optimization Algorithm [#E-14024] |
| Fei Li, Yuting Zhang and Haibo Li | |
| Nanjing University of Posts and Telecommunications, China; Umea University, Sweden |
Special Session WeE1-4: WeE1-4 Large Scale Global Optimization
Wednesday, July 9, 1:30PM-3:30PM, Room: 203D, Chair: Xiaodong Li
| 1:30PM | A Hybrid Adaptive Coevolutionary Differential Evolution Algorithm for Large-scale Optimization [#E-14092] |
| Sishi Ye, Guangming Dai and Lei Peng | |
| China University of Geosciences,Wuhan, China | |
| 1:50PM | Cooperative Co-evolution with a New Decomposition Method for Large-Scale Optimization [#E-14241] |
| Sedigheh Mahdavi, Mohammad Ebrahim Shiri and Shahryar Rahnamayan | |
| Department of Mathematics and Computer Science, Amirkabir University of Technology, Iran; Department of Electrical, Computer, and Software Engineering, University of Ontario Institute of Technology (UOIT), Canada | |
| 2:10PM | Variable Grouping Based Differential Evolution Using An Auxiliary Function for Large Scale Global Optimization [#E-14278] |
| Fei Wei, Yuping Wang and Tingting Zong | |
| Xidian University, China | |
| 2:30PM | Solving Dynamic Double-row Layout Problem via an Improved Simulated Annealing Algorithm [#E-14282] |
| Shengli Wang, Xingquan Zuo and Xinchao Zhao | |
| Beijing University of Posts and Telecommunications, China | |
| 2:50PM | Effective Decomposition of Large-Scale Separable Continuous Functions for Cooperative Co-evolutionary Algorithms [#E-14420] |
| Mohammad Nabi Omidvar, Yi Mei and Li Xiaodong | |
| RMIT University, Australia | |
| 3:10PM | Variable Neighborhood Decomposition for Large Scale Capacitated Arc Routing Problem [#E-14191] |
| Yi Mei, Xiaodong Li and Xin Yao | |
| RMIT University, Australia; University of Birmingham, United Kingdom |
Poster Session PE3: PE3 Poster Session III
Wednesday, July 9, 3:30PM-6:00PM, Room: Posters Area (Level 2), Chair: TBA
| P501 | Simulating the Coevolution of Language and Long-Term Memory [#E-14344] |
| Lan Shuai, Zhen Wang and Tao Gong | |
| Department of Electrical and Computer Engineering, Johns Hopkins University, United States; School of Innovation Experiment, Dalian University of Technology, China; Department of Linguistics, University of Hong Kong, Hong Kong | |
| P502 | Evolutionary Clustering with Differential Evolution [#E-14553] |
| Gang Chen, Wenjian Luo and Tao Zhu | |
| University of Science and Technology of China, China | |
| P503 | A New Dynamic Probabilistic Particle Swarm Optimization with Dynamic Random Population Topology [#E-14349] |
| Qingjian Ni, Cen Cao and Xushan Yin | |
| School of Computer Science and Engineering, Southeast University, China; College of Software Engineering, Southeast University, China | |
| P504 | An Adaptive PSO Based on Motivation Mechanism and Acceleration Restraint Operator [#E-14360] |
| Jiangshao Gu and Xuanhua Shi | |
| Huazhong University of Science and Technology, China | |
| P505 | The Enhanced Vector of Convergence for Particle Swarm Optimization Based on Constrict Factor [#E-14366] |
| Wei Zhang, Yanan Gao and Chengxing Zhang | |
| University of Georgia, United States; Lanzhou University of Technology, China; Lanzhou University of Finance and Economic, China | |
| P506 | Smart Hybrid Genetic Algorithms in the Bandwidth Optimization of a PIFA Antenna [#E-14369] |
| Mohammad Riyad Ameerudden and Harry Rughooputh | |
| University of Mauritius, Mauritius | |
| P507 | Evolutionary Many-objective Optimization by MO-NSGA-II with Enhanced Mating Selection [#E-14381] |
| Shao-Wen Chen and Tsung-Che Chiang | |
| National Taiwan Normal University, Taiwan | |
| P508 | A Niching Two-Layered Differential Evolution with Self-adaptive Control Parameters [#E-14397] |
| Yongxin Luo, Sheng Huang and Jinglu Hu | |
| WASEDA University, Japan | |
| P509 | A Simplified Glowworm Swarm Optimization Algorithm [#E-14400] |
| Ming-yu Du, Xiu-juan Lei and Zhen-qiang Wu | |
| School of Computer Science, Shaanxi Normal University, China | |
| P510 | Estimation of Distribution Algorithms based Unmanned Aerial Vehicle Path Planner Using a New Coordinate [#E-14405] |
| Peng Yang, Ke Tang and Jose Antonio Lozano | |
| University of Science and Technology of China, China; University of the Basque Country, Spain | |
| P511 | Application of the MOAA for the Optimization of CORAIL Assemblies for Nuclear Reactors [#E-14412] |
| Valerio Lattarulo, Benjamin A. Lindley and Geoffrey T. Parks | |
| University of Cambridge, Great Britain | |
| P512 | A Hybrid Approach based on Genetic Algorithms for Solving the Clustered Vehicle Routing Problem [#E-14422] |
| Petrica Pop and Camelia Chira | |
| Technical University of Cluj-Napoca, Romania | |
| P513 | Evolutionary Semi-supervised Learning with Swarm Intelligence [#E-14426] |
| Xiaohua Xu, Lin Lu, Ping He, Jie Ding and Yongsheng Ju | |
| Yangzhou University, China | |
| P514 | A Fast Restarting Particle Swarm Optimizer [#E-14430] |
| Zhang Junqi, Zhu Xiong, Wang Wei and Yao Jing | |
| Tongji University, China | |
| P515 | Dimensions Cooperate by Euclidean Metric in Particle Swarm Optimization [#E-14435] |
| Li Zezhou, Zhang Junqi, Wang Wei and Yao Jing | |
| Tongji University, China | |
| P516 | A Uncultivated Wolf Pack Algorithm for High-dimensional Functions and Its Application in Parameters Optimization of PID Controller [#E-14438] |
| Wu Husheng, Zhang Fengming and Wu Lushan | |
| Materiel Management and Safety Engineering Institute,Air Force Engineering University, China; Mechanical Engineering Institute,Shanghai University of Engineering Science, China | |
| P517 | On the Inference of Deterministic Chaos: Evolutionary Algorithm and Metabolic P System Approaches [#E-14440] |
| Luca Marchetti, Vincenzo Manca and Ivan Zelinka | |
| University of Verona, Italy; VSB Technical University of Ostrava, Czech Republic | |
| P518 | A New Method and Application for Controlling the Steady-state Probability Distributions of Probabilistic Boolean Networks [#E-14444] |
| Meng Yang, Rui Li and Tianguang Chu | |
| College of Engineering, Peking University, Beijing, China | |
| P519 | A Cultural Algorithm for Spatial Forest Harvest Scheduling [#E-14447] |
| Liu Wan-Yu and Lin Chun-Cheng | |
| Aletheia University, Taiwan; National Chiao Tung University, Taiwan | |
| P520 | Biclustering of Gene Expression Data Using Particle Swarm Optimization Integrated with Pattern-Driven Local Search [#E-14235] |
| Yangyang Li, Xiaolong Tian, Licheng Jiao and Xiangrong Zhang | |
| Xidian University, China | |
| P521 | Evolutionary Community Detection in Social Networks [#E-14706] |
| Tiantian He and Keith C.C. Chan | |
| The Hong Kong Polytechnic University, Hong Kong | |
| P522 | Experiments in Program Synthesis with Grammatical Evolution: A Focus on Integer Sorting [#E-14718] |
| Michael O’Neill, Miguel Nicolau and Alexandros Agapitos | |
| University College Dublin, Ireland | |
| P523 | Identifying and Exploiting the Scale of a Search Space in Differential Evolution [#E-14719] |
| James Montgomery, Stephen Chen and Yasser Gonzalez-Fernandez | |
| University of Tasmania, Australia; York University, Canada | |
| P524 | Enhancing Relevance re-ranking using nature-inspired meta-heuristic optimization algorithms [#E-14730] |
| Amel Ksibi, Anis Ben Ammar and Chokri Ben Amar | |
| REGIM lab, Tunisia | |
| P525 | Can Deterministic Chaos Improve Differential Evolution for the Linear Ordering Problem? [#E-14739] |
| Pavel Kromer, Ivan Zelinka and Vaclav Snasel | |
| VSB-TU Ostrava, Czech Republic | |
| P526 | A Social-Evolutionary Approach to Compose a Similarity Function Used on Event Recommendation [#E-14567] |
| Luiz Mario Lustosa Pascoal, Celso Goncalves Camilo-Junior, Edjalma Queiroz Silva and Thierson Couto Rosa | |
| Universidade Federal de Goias, Brazil | |
| P527 | Two Parameter Update Schemes for Recurrent Reinforcement Learning [#E-14245] |
| Jin Zhang and Dietmar Maringer | |
| University of Basel, Switzerland | |
| P528 | Differential Evolution Strategy based on the Constraint of Fitness Values Classification [#E-14594] |
| Zhihui Li, Zhigang Shang, J. J. Liang and B. Y. Qu | |
| Zhengzhou univerisity, China; Zhongyuan University of Technology, China | |
| P529 | A Lagrangian and Surrogate information enhanced tabu search for the MMKP [#E-14854] |
| Skander Htiouech and Sadok Bouamama | |
| Sys-com, National Engineering School of Tunis, Tunisia; HANA Lab, National School of Computer Science of Tunisia, Tunisia | |
| P530 | Applying Evolutionary Computation for Evolving Ontologies [#E-14579] |
| Oliviu Matei, Diana Contras and Petrica Pop | |
| Technical University of Cluj-Napoca, North University Centre of Baia Mare, Romania; Technical University of Cluj-Napoca, Romania |
Special Session WeE2-1: WeE2-1 Evolutionary Computation in Dynamic and Uncertain Environments
Wednesday, July 9, 4:00PM-6:00PM, Room: 203A, Chair: Michalis Mavrovouniotis
| 4:00PM | Find Robust Solutions Over Time by Two-layer Multi-Objective Optimization Method [#E-14046] |
| Yinan Guo, Meirong Chen, Haobo Fu and Yun Liu | |
| China University of Mining and Technology, China; University of Birmingham, United Kingdom | |
| 4:20PM | Niching-based Self-adaptive Ensemble DE with MMTS for solving Dynamic Optimization Problems [#E-14634] |
| Sheldon Hui and Nagaratnam Suganthan Ponnuthurai | |
| Nanyang Technological University, Singapore | |
| 4:40PM | Interactive and Non-Interactive Hybrid Immigrants Schemes for Ant Algorithms in Dynamic Environments [#E-14537] |
| Michalis Mavrovouniotis and Shengxiang Yang | |
| De Montfort University, United Kingdom | |
| 5:00PM | What Are Dynamic Optimization Problems? [#E-14213] |
| Haobo Fu, Peter Lewis, Bernhard Sendhoff, Ke Tang and Xin Yao | |
| CERCIA, School of Computer Science, University of Birmingham, Birmingham, UK, United Kingdom; the School of Engineering and Applied Science, Aston University, Birmingham, UK, United Kingdom; Honda Research Institute Europe, 63073 Offenbach, Germany, Germany; UBRI, School of Computer Science and Technology, University of Science and Technology of China, Hefei, China, China | |
| 5:20PM | A Dynamic History-driven Evolutionary Algorithm [#E-14351] |
| Chi Kin Chow and Shiu Yin Yuen | |
| City University of Hong Kong, Hong Kong | |
| 5:40PM | Adaptive Particle Swarm Optimization with Variable Relocation for Dynamic Optimization Problems [#E-14487] |
| Zhan Zhi-Hui and Zhang Jun | |
| Sun Yat-sen University, China |
Special Session WeE2-2: WeE2-2 Intelligent Design for Reliable Cloud Computing
Wednesday, July 9, 4:00PM-6:00PM, Room: 203B, Chair: Wei-Chang Yeh
| 4:00PM | Macroscopic Indeterminacy Swarm Optimization (MISO) algorithm for real-parameter search [#E-14140] |
| Po-Chun Chang and Xiangjian He | |
| Advanced Analytics Institute University of Technology Sydney, Australia; Computer Vision and Recognition Laboratory University of Technology, Sydney (UTS), Australia | |
| 4:20PM | A Cooperative Honey Bee Mating Algorithm and Its Application in Multi-Threshold Image Segmentation [#E-14389] |
| Yunzhi Jiang, Zhenlun Yang, Zhifeng Hao, Yinglong Wang and Huojiao He | |
| Jiangxi Agricultural University, China; South China University of Technology, China | |
| 4:40PM | A RFID Network Design Methodology for Decision Problem in Health Care [#E-14481] |
| Chun-Hua Chou, Huang Chia-Ling and Po-Chun Chang | |
| Department of Industrial Engineering and Engineering Management, National TsingHua University, P.O. B. 10-26 Hsinchu, Taiwan 300, R.O.C, Taiwan; Department of Logistics and Shipping Management, Kainan University, Taiwan; Advanced Analytics Institute, University of Technology Sydney, Austria | |
| 5:00PM | Pareto Simplified Swarm Optimization for Grid-computing Reliability and Service Makspan in Grid-RMS [#E-14841] |
| Wei Shang-Chia, Yeh Wei-Chang and Yen Tso-Jung | |
| Institute of Statistical Science, Academia Sinica, Taiwan; Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Taiwan | |
| 5:20PM | A New Grouping Genetic Algorithm for the MapReduce Placement Problem in Cloud Computing [#E-14305] |
| Xiaoyong Xu and Maolin Tang | |
| Queensland University of Technology, Australia | |
| 5:40PM | Composite SaaS Scaling in Cloud Computing Using A Hybrid Genetic Algorithm [#E-14780] |
| Zeratul Mohd Yusoh and Maolin Tang | |
| Universiti Teknikal Malaysia Melaka, Malaysia; Queensland University of Technology, Australia |
Special Session WeE2-3: WeE2-3 Single Objective Numerical Optimization II
Wednesday, July 9, 4:00PM-6:00PM, Room: 203C, Chair: Jane Jing Liang; Boyang Qu
| 4:00PM | A Differential Evolution with Replacement Strategy for Real-Parameter Numerical Optimization [#E-14520] |
| Changjian Xu, Han Huang and ShuJin Ye | |
| South China University of Technology, China | |
| 4:20PM | Evaluating the Mean-Variance Mapping Optimization on the IEEE-CEC 2014 Test Suite [#E-14612] |
| Istvan Erlich, Jose L. Rueda and Sebastian Wildenhues | |
| University Duisburg-Essen, Germany | |
| 4:40PM | Influence of regions on the memetic algorithm for the special session on real-parameter single objetive optimisation [#E-14649] |
| Daniel Molina, Benjamin Lacroix and Francisco Herrera | |
| University of Cadiz, Spain; University of Granada, Spain | |
| 5:00PM | Analysis and Classification of Optimisation Benchmark Functions and Benchmark Suites [#E-14044] |
| Robert Garden and Andries Engelbrecht | |
| University of Pretoria, South Africa | |
| 5:20PM | Testing United Multi-Operator Evolutionary Algorithms on the CEC2014 Real-Parameter Numerical Optimization [#E-14196] |
| Saber Elsayed, Ruhul Sarker, Daryl Essam and Noha Hamza | |
| Research Associate, University of New South Wales at Canberra, Australia; A/Prof, University of New South Wales at Canberra, Australia; Senior Lecturer, University of New South Wales at Canberra, Australia; PhD candidate, University of New South Wales at Canberra, Australia | |
| 5:40PM | Improving the Search Performance of SHADE Using Linear Population Size Reduction [#E-14348] |
| Ryoji Tanabe and Alex Fukunaga | |
| The University of Tokyo, Japan |
Session WeE2-4: WeE2-4 Learning Classifier Systems
Wednesday, July 9, 4:00PM-6:00PM, Room: 203D, Chair: Hisao Ishibuchi
| 4:00PM | Towards better generalization in Pittsburgh Learning Classifier Systems [#E-14361] |
| Shubhra Kanti Karmaker Santu, Md. Mustafizur Rahman, Md. Monirul Islam and Kazuyuki Murase | |
| Bangladesh University of Engineering and Technology, Bangladesh; Univeristy of Fukui, Japan | |
| 4:20PM | GP-Based Kernel Evolution for L2-Regularization Networks [#E-14362] |
| Simone Scardapane, Danilo Comminiello, Michele Scarpiniti and Aurelio Uncini | |
| Department of Information Engineering, Electronics and Telecommunications (DIET), “Sapienza” University of Rome, Italy | |
| 4:40PM | Generalized Classifier System: Evolving Classifiers with Cyclic Conditions [#E-14494] |
| Xianneng Li, Wen He and Kotaro Hirasawa | |
| Graduate School of Information, Production and Systems, Waseda University, Japan | |
| 5:00PM | Applying LCS to Affective Images Classification in Spatial-Frequency Domain [#E-14794] |
| Po-Ming Lee and Tzu-Chien Hsiao | |
| Institute of Computer Science and Engineering, National Chiao Tung University, Taiwan, R.O.C., Taiwan; Institute of Biomedical Engineering; Department of Computer Science; and Biomedical Electronics Translational Research Center and Biomimetic Systems Research Center of National Chiao Tung University, Taiwan | |
| 5:20PM | A Novel Genetic Algorithm Approach for Simultaneous Feature and Classifier Selection in Multi Classifier System [#E-14343] |
| Tien Thanh Nguyen, Alan Wee-Chung Liew, Minh Toan Tran, Xuan Cuong Pham and Mai Phuong Nguyen | |
| Griffith University, Australia; Hanoi University of Science and Technology, Viet Nam; Massey University, New Zealand | |
| 5:40PM | Lookup Table Partial Reconfiguration for an Evolvable Hardware Classifier System [#E-14586] |
| Kyrre Glette and Paul Kaufmann | |
| University of Oslo, Norway; University of Paderborn, Germany |
Session ThE1-1: ThE1-1 Ant Colony Optimization
Thursday, July 10, 1:30PM-3:30PM, Room: 203A, Chair: Andries Engelbrecht
| 1:30PM | Ant Colony Optimization and Hypergraph Covering Problems [#E-14158] |
| Ankit Pat | |
| Cheriton School of Computer Science, University of Waterloo, Canada | |
| 1:50PM | Confidence-based Ant Random Walks [#E-14775] |
| Ping He, Ling Lu, Xiaohua Xu, Kanwen Li, Heng Qian and Wei Zhang | |
| Yangzhou University, China | |
| 2:10PM | The Coupled EigenAnt algorithm for shortest path problems [#E-14850] |
| Eugenius Kaszkurewicz, Amit Bhaya, Jayadeva Jayadeva and Joao Marcos Meirelles da Silva | |
| Federal University of Rio de Janeiro, Brazil; Indian Institute of Technology, Delhi, India; Federal Fluminense University, Brazil | |
| 2:30PM | Accelerating Ant Colony Optimization-based Edge Detection on the GPU using CUDA [#E-14838] |
| Laurence Dawson and Iain Stewart | |
| Durham University, United Kingdom | |
| 2:50PM | Absorption in Model-based Search Algorithms for Combinatorial Optimization [#E-14193] |
| Zijun Wu and Michael Kolonko | |
| Technical University of Clausthal, Germany | |
| 3:10PM | Elitism-based Immigrants for Ant Colony Optimization in Dynamic Environments: Adapting the Replacement Rate [#E-14538] |
| Michalis Mavrovouniotis and Yang Shengxiang | |
| De Montfort University, United Kingdom |
Session ThE1-2: ThE1-2 Opposition-Based Learning and Differential Evolution
Thursday, July 10, 1:30PM-3:30PM, Room: 203B, Chair: Shahryar Rahnamayan
| 1:30PM | Gaussian Adaptation based Parameter Adaptation for Differential Evolution [#E-14760] |
| Rammohan Mallipeddi, Guohua Wu, Minho Lee and Suganthan Ponnuthurai Nagaratnam | |
| Kyungpook National University, Korea (South); National University of Defense Technology, China; Nanyang Technological University, Singapore | |
| 1:50PM | Toward Using Type-II Opposition in Optimization [#E-14231] |
| Hojjat Salehinejad, Shahryar Rahnamayan and Hamid R. Tizhoosh | |
| Department of Electrical, Computer, and Software Engineering, University of Ontario, Canada; Department of Systems Design Engineering, University of Waterloo, Canada | |
| 2:10PM | Improved Differential Evolution with Adaptive Opposition Strategy [#E-14174] |
| Liu Huichao, Wu Zhijian, Wang Hui, Rahnamayan Shahryar and Deng Changshou | |
| Computer School of Wuhan University, China; State Key Lab of Software Eng., Wuhan University, China; School of Information Eng., Nanchang Institute of Technology, China; ECSE, University of Ontario Institute of Technology, Canada; School of Information Science and Technology, Jiujiang University, China | |
| 2:30PM | Differential Evolution Assisted by a Surrogate Model for Bilevel Programming Problems [#E-14638] |
| Jaqueline Angelo, Eduardo Krempser and Helio Barbosa | |
| Laboratorio Nacional de Computacao Cientifica, Brazil | |
| 2:50PM | Adaptive Inflationary Differential Evolution [#E-14736] |
| Edmondo Minisci and Massimiliano Vasile | |
| University of Strathclyde, United Kingdom | |
| 3:10PM | Computing Opposition By Involving Entire Population [#E-14244] |
| Shahryar Rahnamayan, Jude Jesuthasan, Faird Bourennani, Hojjat Salehinejad and Greg F. Naterer | |
| Department of Electrical, Computer, and Software Engineering, University of Ontario Institute of Technology (UOIT), Canada; Electrical and Computer Engineering Department, University of Waterloo, Canada; Faculty of Engineering and Applied Science,, Canada |
Session ThE1-3: ThE1-3 Genetic Programming
Thursday, July 10, 1:30PM-3:30PM, Room: 203C, Chair: Michael O’Neill
| 1:30PM | Adaptive Genetic Network Programming [#E-14152] |
| Xianneng Li, Wen He and Kotaro Hirasawa | |
| Graduate School of Information, Production and Systems, Waseda University, Japan | |
| 1:50PM | Evolving Exact Integer Algorithms with Genetic Programming [#E-14155] |
| Thomas Weise, Mingxu Wan, Ke Tang and Xin Yao | |
| UBRI, University of Science and Technology of China, China; CERCIA, The University of Birmingham, United Kingdom | |
| 2:10PM | A Sequential Genetic Programming Method to Learn Forward Construction Heuristics for Order Acceptance and Scheduling [#E-14267] |
| Su Nguyen, Mengjie Zhang and Mark Johnston | |
| Victoria University of Wellington, New Zealand | |
| 2:30PM | Anomaly Detection in Crowded Scenes using Genetic Programming [#E-14372] |
| Cheng Xie and Lin Shang | |
| Nanjing University, China | |
| 2:50PM | A Genetic Programming Approach to Distributed QoS-aware Web Service Composition [#E-14411] |
| Yang Yu, Hui Ma and Mengjie Zhang | |
| School of Engineering and Computer Science, Victoria University of Wellington, New Zealand | |
| 3:10PM | Generating Lambda Term Individuals in Typed Genetic Programming Using Forgetful A* [#E-14668] |
| Tomas Kren and Roman Neruda | |
| Charles Univetsity in Prague, Faculty of Mathematics and Physics, Czech Republic; Institute of Computer Science, Academy of Sciences of the Czech Republic, Czech Republic |
Session ThE1-4: ThE1-4 Heuristics, Metaheuristics and Hyper-heuristics I
Thursday, July 10, 1:30PM-3:30PM, Room: 203D, Chair: Graham Kendall
| 1:30PM | AIRP: A Heuristic Algorithm for Solving the Unrelated Parallel Machine Scheduling Problem [#E-14059] |
| Luciano Perdigao Cota, Matheus Nohra Haddad, Marcone Jamilson Freitas Souza and Vitor Nazario Coelho | |
| Federal University of Ouro Preto, Brazil; Fluminense Federal University, Brazil | |
| 1:50PM | Heuristic Space Diversity Management in a Meta-Hyper-Heuristic Framework [#E-14099] |
| Jacomine Grobler, Andries P. Engelbrecht, Graham Kendall and V.S.S. Yadavalli | |
| University of Pretoria, South Africa; University of Nottingham, United Kingdom | |
| 2:10PM | An Improved Bilevel Evolutionary Algorithm based on Quadratic Approximations [#E-14365] |
| Ankur Sinha, Pekka Malo and Kalyanmoy Deb | |
| Aalto University School of Business, Finland; Michigan State University, United States | |
| 2:30PM | A Cooperative Approach between Metaheuristic and Branch-and-Price for the Team Orienteering Problem with Time Windows [#E-14467] |
| Liangjun Ke | |
| Xi’an Jiaotong University, China | |
| 2:50PM | Hyper-Heuristics with Penalty Parameter Adaptation for Constrained Optimization [#E-14524] |
| Yu-Jun Zheng, Bei Zhang and Zhen Cheng | |
| Zhejiang University of Technology, China | |
| 3:10PM | Control of Numeric and Symbolic Parameters with a Hybrid Scheme based on Fuzzy Logic and Hyper-heuristics [#E-14652] |
| Eduardo Segredo, Carlos Segura and Coromoto Leon | |
| Universidad de La Laguna, Spain; CINVESTAV-IPN, Mexico |
Special Track ThE1-5: Industrial Session: ThE1-5 Computational Intelligence on Predictive Maintenance and Optimization
Thursday, July 10, 1:30PM-3:30PM, Room: 303, Chair: TBA
| 1:30PM | A Decomposition-based Algorithm for Dynamic Economic Dispatch Problems [#E-14496] |
| Eman Sayed, Daryl Essam, Ruhul Sarker and Saber Elsayed | |
| School of Engineering and Information Technology UNSW-Canberra, Australia; School of Engineering and Information Technology UNSW-Canberra, Australia; School of Engineering and Information Technology UNSW-Canberra, Australia; School of Engineering and Information Technology UNSW-Canberra, Australia | |
| 1:50PM | Minimizing makespan for a no-wait flowshop using Tabu Mechanism Improved Iterated Greedy Algorithm [#E-14497] |
| Jianya Ding, Shiji Song, Rui Zhang and Cheng Wu | |
| Department of Automation, Tsinghua University, Beijing, China; School of Economics and Management, Nanchang University, Nanchang, China | |
| 2:10PM | Black-Hole PSO and SNO for Electromagnetic Optimization [#E-14659] |
| Matteo Ruello, Francesco Grimaccia, Marco Mussetta and Riccardo E. Zich | |
| Politecnico di Milano, Italy | |
| 2:30PM | Dynamic Neural Networks for Jet Engine Degradation Prediction and Prognosis [#N-14508] |
| S. Kiakojoori and K. Khorasani | |
| Concordia University, Canada | |
| 2:50PM | Recognition of sintering state in rotary kiln using a robust extreme learning machine [#N-14894] |
| Hua Chen, Jing Zhang, Xiaogang Zhang and HongPing Hu | |
| School of Information Science and Engineering, Hunan University, China; College of Electrical and Information Engineering, Hunan University, Hunan University, China | |
| 3:10PM | Model based Lithium Ion cell ageing data analysis [#F-14177] |
| Christoph Hametner, Wenzel Prochazka, Amra Suljanovic and Stefan Jakubek | |
| Vienna University of Technology, Austria; AVL List GmbH, Austria |
Poster Session PE4: PE4 Poster Session IV
Thursday, July 10, 3:30PM-6:00PM, Room: Posters Area (Level 2), Chair: TBA
| P701 | An Inter-molecular Adaptive Collision Scheme for Chemical Reaction Optimization [#E-14035] |
| James J.Q. Yu, Victor O.K. Li and Albert Y.S. Lam | |
| The University of Hong Kong, Hong Kong; Hong Kong Baptist University, Hong Kong | |
| P702 | Analysis of Constraint Handling Methods for the Gravitational Search Algorithm [#E-14116] |
| Daniel Poole, Christian Allen and Thomas Rendall | |
| University of Bristol, United Kingdom | |
| P703 | Performance of AI Algorithms for Mining Meaningful Roles [#E-14227] |
| Xuanni Du and Xiaolin Chang | |
| Beijing Jiaotong University, China | |
| P704 | Dynamic Multi-Objective Optimization using Charged Vector Evaluated Particle Swarm Optimization [#E-14378] |
| Kyle Harrison, Beatrice Ombuki-Berman and Andries Engelbrecht | |
| Brock University, Canada; University of Pretoria, South Africa | |
| P705 | Optimal Sizing of DGs and Storage for Microgrid with Interruptible Load Using Improved NSGA-II [#E-14408] |
| Zhe Shi, Yonggang Peng and Wei Wei | |
| College of Electrical Engineering, Zhejiang University, China | |
| P706 | Using Estimation of Distribution Algorithm to Coordinate Decentralized Learning Automata for Meta-task Scheduling [#E-14429] |
| Li Jie and Zhang Junqi | |
| Tongji University, China | |
| P707 | Fuzzy Multiobjective Differential Evolution Using Performance Metrics Feedback [#E-14643] |
| Chatkaew Jariyatantiwait and Gary Yen | |
| Oklahoma State University, United States | |
| P708 | Distributed Wireless Sensor Scheduling for Multi-Target Tracking Based on Matrix-Coded Parallel Genetic Algorithm [#E-14479] |
| Zixing Cai, Sha Wen and Lijue Liu | |
| School of Information Science and Engineering, Central South University, China | |
| P709 | Particle Swarm Optimization with Population Adaptation [#E-14502] |
| Nanda Dulal Jana, Swagatam Das and Jaya Sil | |
| National Institute of Technology, Durgapur, India; Indian Statistical Institute, India; Bengal Engineering and Science University, India | |
| P710 | Effect of Pseudo Gradient on Differential Evolutionary for Global Numerical Optimization [#E-14511] |
| Jinliang Ding, Lipeng Chen, Qingguang Xie, Tianyou Chai and Xiuping Zheng | |
| Northeastern University, China | |
| P711 | Protein Folding Estimation Using Paired-Bacteria Optimizer [#E-14518] |
| Mengshi Li, Tianyao Ji, Peter Wu, Shan He and Qinghua Wu | |
| South China University of Technology, China; Shenzhen Institute of Advanced Technology, China; University of Birmingham, United Kingdom | |
| P712 | Multiobjective Evolutionary Algorithm Portfolio: Choosing Suitable Algorithm for Multiobjective Optimization Problem [#E-14522] |
| Shiu Yin Yuen and Xin Zhang | |
| City University of Hong Kong, Hong Kong | |
| P713 | A Modular Approach for Query Spotting in Document Images and Its Optimization Using Genetic Algorithms [#E-14528] |
| Houssem Chatbri, Paul Kwan and Keisuke Kameyama | |
| University of Tsukuba, Japan; University of New England, Australia | |
| P714 | A Self-adaptive Group Search Optimizer with Elitist Strategy [#E-14530] |
| Xiang-wei Zheng, Dian-jie Lu and Zhen-hua Chen | |
| Shandong Normal University, China | |
| P715 | Optimization based on adaptive hinging hyperplanes and genetic algorithm [#E-14535] |
| Jun Xu, Xiangming Xi and Shuning Wang | |
| China University of Petroleum, China; Tsinghua University, China | |
| P716 | Combining Multipopulation Evolutionary Algorithms with Memory for Dynamic Optimization Problems [#E-14557] |
| Tao Zhu, Wenjian Luo and Lihua Yue | |
| University of Science and Technology of China, China | |
| P717 | An Improved Genetic Algorithm for Dynamic Shortest Path Problems [#E-14568] |
| Xuezhi Zhu, Wenjian Luo and Tao Zhu | |
| University of Science and Technology of China, China | |
| P718 | A Novel Genetic Algorithm Considering Measures and Phrases for Generating Melody [#E-14591] |
| Chia-Lin Wu, Chien-Hung Liu and Chuan-Kang Ting | |
| National Chung Cheng University, Taiwan | |
| P719 | A new Self-adaptive PSO based on the identification of planar regions [#E-14753] |
| Eddy Mesa, Juan David Velasquez and Patricia Jaramillo | |
| Universidad Nacional de Colombia, Colombia | |
| P720 | PSO-Based Evacuation Simulation Framework [#E-14758] |
| Pei-Chuan Tsai, Chih-Ming Chen and Ying-ping Chen | |
| National Chiao Tung University, Taiwan | |
| P721 | Micro-Differential Evolution with Vectorized Random Mutation Factor [#E-14768] |
| Hojjat Salehinejad, Shahryar Rahnamayan and Hamid R. Tizhoosh | |
| ECSE, University of Ontario Institute of Technology, Canada; Department of Systems Design Engineering, University of Waterloo, Canada | |
| P722 | A Novel Algorithm for Many-Objective Dimension Reductions: Pareto-PCA-NSGA-II [#E-14266] |
| Ronghua Shang, Kun Zhang and Licheng Jiao | |
| Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, Xi’an, China, China | |
| P723 | An Experimental Analysis of Evolutionary Algorithms for the Three-objective Oil Derivatives Distribution Problem [#E-14755] |
| Thatiana Souza, Elizabeth Goldbarg and Marco Goldbarg | |
| Federal University of Rio Grande do Norte, Brazil | |
| P724 | Application of BPSO with GA in Model-based Fault Diagnosis of Traction Substation [#E-14345] |
| Song Gao, Zhigang Liu, Chenxi Dai and Xiao Geng | |
| School of Electrical Engineering, Southwest Jiaotong University, Chengdu Sichuan 610031, China, China | |
| P725 | A New Strategy for Finding Good Local Guides in MOPSO [#E-14472] |
| Man Fai Leung, Sin Chun Ng, Chi Chung Cheung and Andrew K Lui | |
| The Open University of Hong Kong, Hong Kong; The Hong Kong Polytechnic University, Hong Kong |
Session ThE2-1: ThE2-1 Multi-Objective Evolutionary Algorithms II
Thursday, July 10, 4:00PM-6:00PM, Room: 203A, Chair: Robin Purshouse
| 4:00PM | A Replacement Strategy for Balancing Convergence and Diversity in MOEA/D [#E-14220] |
| Zhenkun Wang, Qingfu Zhang, Maoguo Gong and Aimin Zhou | |
| Xidian University, China; University of Essex, United Kingdom; East China Normal University, China | |
| 4:20PM | A Test Problem for Visual Investigation of High-Dimensional Multi-Objective Search [#E-14192] |
| Miqing Li, Shengxiang Yang and Xiaohui Liu | |
| Brunel University, United Kingdom; De Montfort University, United Kingdom | |
| 4:40PM | MD-MOEA : A New MOEA based on the Maximin Fitness Function and Euclidean Distances between Solutions [#E-14180] |
| Adriana Menchaca-Mendez and Carlos A. Coello Coello | |
| CINVESTAV-IPN, Mexico | |
| 5:00PM | Multiobjective test problems with complicated pareto fronts: difficulties in degeneracy [#E-14476] |
| Hui Li, Qingfu Zhang and Jingda Deng | |
| School of Mathematics and Statistics, China; School of Computer Science and Electronic Engineering,, United Kingdom | |
| 5:20PM | A Comparison Study of Binary Multi-Objective Particle Swarm Optimization Approaches for Test Case Selection [#E-14623] |
| Luciano Souza, Ricardo Prudencio and Flavia Barros | |
| IFNMG, Brazil; CIn/UFPE, Brazil | |
| 5:40PM | The Effect of Different Local Search Algorithms on the Performance of Multi-Objective Optimizers [#E-14665] |
| Martin Pilat and Roman Neruda | |
| Charles University in Prague, Faculty of Mathematics and Physics, Czech Republic; Institute of Computer Science, Academy of Sciences of the Czech Republic, Czech Republic |
Session ThE2-2: ThE2-2 Cultural Algorithms and Knowledge Extraction in Evolutionary Algorithms
Thursday, July 10, 4:00PM-6:00PM, Room: 203B, Chair: Robert G. Reynolds
| 4:00PM | Cultural Algorithms Applied to the Evolution of Robotic Soccer Team Tactics: A Novel Perspective [#E-14785] |
| Mostafa Ali, Abdulmalik Morghem, Jafar AlBadarneh, Rami Al-Gharaibeh, Ponnuthurai Suganthan and Robert Reynolds | |
| Jordan University of Science and Technology, Jordan; Nanyang Technological University, Singapore; Wayne State University, United States | |
| 4:20PM | Cultural Learning for Multi-Agent System and its Application to Fault Management [#E-14448] |
| Teran Juan, Aguilar Jose and Cerrada Mariela | |
| Universidad de Los Andes, Venezuela | |
| 4:40PM | Analyzing Prehistoric Hunter Behavior with Cultural Algorithms [#E-14717] |
| Samuel Stanley, Thomas Palazzolo and David Warnke | |
| Wayne State University, United States | |
| 5:00PM | GSCA: Reconstructing biological pathway topologies using a cultural algorithms approach [#E-14851] |
| Thair Judeh, Thaer Jayyousi, Lipi Acharya, Robert Reynolds and Dongxiao Zhu | |
| Wayne State University, United States; Dow AgroSciences LLC, United States | |
| 5:20PM | A Social Metrics Based Process Model on Complex Social System [#E-14856] |
| Xiangdong Che and Robert Reynolds | |
| Eastern Michigan University, United States; Wayen State University, United States | |
| 5:40PM | Online Knowledge-based Evolutionary Multi-Objective Optimization [#E-14774] |
| Bin Zhang, Kamran Shafi and Hussein Abbass | |
| University of New South Wales at Canberra, Australia |
Special Session ThE2-3: ThE2-3 Single Objective Numerical Optimization III
Thursday, July 10, 4:00PM-6:00PM, Room: 203C, Chair: Ponnuthurai Nagaratnam Suganthan; Qin Chen
| 4:00PM | Controlled Restart in Differential Evolution Applied to CEC2014 Benchmark Functions [#E-14823] |
| Radka Polakova, Josef Tvrdik and Petr Bujok | |
| University of Ostrava, Czech Republic | |
| 4:20PM | Non-Uniform Mapping in Real-Coded Genetic Algorithms [#E-14796] |
| Yashesh Dhebar, Kalyanmoy Deb and Sunith Bandaru | |
| Indian Institute of Technology – Kanpur, India; Mishigan State University, United States; University of Skovde, Sweden | |
| 4:40PM | Bandits Attack Function Optimization [#E-14687] |
| Preux Philippe, Munos Remi and Valko Michal | |
| Universite de Lille 3, LIFL (CNRS), INRIA, France; INRIA, LIFL (CNRS), France | |
| 5:00PM | Differential Evolution with Rotation-Invariant Mutation and Competing-Strategies Adaptation [#E-14808] |
| Petr Bujok, Josef Tvrdik and Radka Polakova | |
| Department of Computer Sciences, University of Ostrava, Czech Republic; Department of Computer Sciences and Centre of Excellence IT4Innovations, Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, Czech Republic; Centre of Excellence IT4Innovations, Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, Czech Republic | |
| 5:20PM | Partial Opposition-Based Adaptive Differential Evolution Algorithms: Evaluation on the CEC 2014 Benchmark Set for Real-parameter Optimization [#E-14554] |
| Zhongyi Hu, Yukun Bao and Tao Xiong | |
| School of Management, Huazhong University of Science and Technology, China | |
| 5:40PM | Memetic Differential Evolution Based on Fitness Euclidean-Distance Ratio [#E-14529] |
| J. J. Liang, B. Y. Qu, H. Song and Z. G. Shang | |
| School of Electrical Engineering, Zhengzhou University, China; School of Electric and Information Engineering, Zhongyuan University of Technology, China |
Session ThE2-4: ThE2-4 Music, Art, Creativity, Games and Multi-Agent Systems
Thursday, July 10, 4:00PM-6:00PM, Room: 203D, Chair: Francisco Fernández de Vega
| 4:00PM | A Self Organising Map Based Method for Understanding Features Associated with High Aesthetic Value Evolved Abstract Images [#E-14090] |
| Allan Campbell, Vic Ciesielski and Karen Trist | |
| RMIT University, Australia | |
| 4:20PM | When Artists Met Evospace-i [#E-14396] |
| Francisco Fernandez de Vega, Mario Garcia-Valdez, Lilian Navarro, Cayetano Cruz, Patricia Hernandez, Tania Gallego and J. Vicente Albarran | |
| Centro Universitario de Merida, University of Extremadura, Spain; Instituto Tecnologico de Tijuana, Mexico; Escuela de Artes y Oficios de Merida, Spain; Facultad de Bellas Artes, University of Seville, Spain | |
| 4:40PM | Parallelization of Information Set Monte Carlo Tree Search [#E-14726] |
| Nicholas Sephton, Peter Cowling, Edward Powley, Daniel Whitehouse and Nicholas Slaven | |
| Department of Computer Science, University of York, United Kingdom; Orange Helicopter Games, United Kingdom; Stainless Games, United Kingdom | |
| 5:00PM | Comparing crossover operators in Neuro-Evolution with Crowd Simulations [#E-14540] |
| Sunrise Wang, James Gain and Geoff Nitschke | |
| University of Cape Town, South Africa | |
| 5:20PM | Genotype Coding, Diversity, and Dynamic Environments: A Study on an Evolutionary Neural Network Multi-agent System [#E-14747] |
| Jaime Davila | |
| Hampshire College, United States | |
| 5:40PM | The 2013 Multi-Objective Physical Travelling Salesman Problem Competition [#E-14052] |
| Diego Perez, Edward Powley, Daniel Whitehouse, Spyridon Samothrakis, Simon Lucas and Peter Cowling | |
| School of Computer Science and Electronic Engineering of the University of Essex, United Kingdom; Department of Computer Science and York Centre for Complex Systems Analysis, University of York, United Kingdom |
Session ThE2-5: ThE2-5 Real-World Applications I
Thursday, July 10, 4:00PM-6:00PM, Room: 303, Chair: TBD
| 4:00PM | Vessel Track Correlation and Association using Fuzzy Logic and Echo State Networks [#E-14025] |
| Hang Shao, Rami Abielmona, Rafael Falcon and Nathalie Japkowicz | |
| University of Ottawa, Canada; Larus Technologies, Canada | |
| 4:20PM | Automatic Target Recognition Using Multiple-Aspect Sonar Images [#E-14095] |
| Xiaoguang Wang, Xuan Liu, Nathalie Japkowicz and Stan Matwin | |
| Mr., Canada; Miss, Canada; Dr., Canada | |
| 4:40PM | Base Station Switching Problem for Green Cellular Networks with Social Spider Algorithm [#E-14036] |
| James J.Q. Yu and Victor O.K. Li | |
| The University of Hong Kong, Hong Kong | |
| 5:00PM | Deployment Optimization of Near Space Airships Based on MOEA/D with Local Search [#E-14249] |
| Zhao Wang, Maoguo Gong, Qing Cai, Lijia Ma and Licheng Jiao | |
| Xidian University, China | |
| 5:20PM | Novel Traffic Signal Timing Adjustment Strategy Based on Genetic Algorithm [#E-14150] |
| Hsiao-Yu Tung, Wei-Chiu Ma and Tian-Li Yu | |
| National Taiwan University, Taiwan | |
| 5:40PM | Encodings for Evolutionary Algorithms in Smart Buildings with Energy Management Systems [#E-14827] |
| Ingo Mauser, Marita Dorscheid, Florian Allerding and Hartmut Schmeck | |
| FZI – Research Center for Information Technology, Germany; Karlsruhe Institute of Technology, Germany |
Session FrE1-1: FrE1-1 Differential Evolution
Friday, July 11, 8:10AM-10:10AM, Room: 203A, Chair: Carlos Segura
| 8:10AM | Evolving Artificial Datasets to Improve Interpretable Classifiers [#E-14041] |
| Michael Mayo and Quan Sun | |
| University of Waikato, New Zealand | |
| 8:30AM | Differential Evolution in Constrained Sampling Problems [#E-14207] |
| Gervasio Varela, Pilar Caamano, Felix Orjales, Alvaro Deibe, Fernando Lopez-Pena and Richard Duro | |
| Universidade da Coruna, Spain | |
| 8:50AM | Unsupervised Clustering and Multi-Optima Evolutionary Search [#E-14436] |
| Vassilis Plagianakos | |
| University of Thessaly, Greece | |
| 9:10AM | A Novel Differential Evolution (DE) Algorithm for Multi-objective Optimization [#E-14533] |
| Xin Qiu, Jianxin Xu and Kay Chen Tan | |
| National University of Singapore, Singapore | |
| 9:30AM | Differential Evolution Algorithm Applied to Non-Stationary Bandit Problem [#E-14588] |
| David L. St-Pierre and Jialin Liu | |
| University of Liege and INRIA, France; INRIA, France | |
| 9:50AM | Effects of Population Initialization on Differential Evolution for Large Scale Optimization [#E-14804] |
| Borhan Kazimipour, Xiaodong Li and A.K. Qin | |
| RMIT University, Australia |
Session FrE1-2: FrE1-2 Process Mining and Data Mining
Friday, July 11, 8:10AM-10:10AM, Room: 203B, Chair: TBA
| 8:10AM | Declarative Process Discovery with Evolutionary Computing [#E-14157] |
| Seppe vanden Broucke, Jan Vanthienen and Bart Baesens | |
| KU Leuven, Belgium | |
| 8:30AM | Control-flow Discovery from Event Streams [#E-14258] |
| Andrea Burattin, Alessandro Sperduti and Wil M. P. van der Aalst | |
| University of Padua, Italy; Eindhoven University of Technology, Netherlands | |
| 8:50AM | Perturbing Event Logs to Identify Cost Reduction Opportunities: A Genetic Algorithm-based Approach [#E-14513] |
| W.Z. Low, J. De Weerdt, M.T. Wynn, A.H.M. ter Hofstede, W.M.P. van der Aalst and S. vanden Broucke | |
| Queensland University of Technology, Australia; KU Leuven, Belgium; Technische Universiteit Eindhoven, Netherlands | |
| 9:10AM | A Clustering-Based Approach for Exploring Sequences of Compiler Optimizations [#E-14831] |
| Luiz Martins, Ricardo Nobre, Alexandre Delbem, Eduardo Marques and Joao Cardoso | |
| Faculty of Computing (FACOM), Federal University of Uberlandia, Uberlandia, Brazil; Faculty of Engineering (FEUP), University of Porto/INESC-TEC, Portugal; Institute of Mathematics and Computer Science (ICMC), University of Sao Paulo, Brazil | |
| 9:30AM | A study on Non-Correspondence in Spread between Objective Space and Design Variable Space for Trajectory Designing Optimization Problem [#E-14386] |
| Toru Yoshida and Tomohiro Yoshikawa | |
| Nagoya University, Japan | |
| 9:50AM | Ensemble Bayesian Model Averaging in Genetic Programming [#E-14702] |
| Alexandros Agapitos, Michael O’Neill and Anthony Brabazon | |
| University College Dublin, Ireland |
Session FrE1-3: FrE1-3 Estimation of Distribution Algorithms and Machine Learning
Friday, July 11, 8:10AM-10:10AM, Room: 203C, Chair: José Antonio Lozano
| 8:10AM | Extending Distance-based Ranking Models in Estimation of Distribution Algorithms [#E-14442] |
| Josu Ceberio, Ekhine Irurozki, Alexander Mendiburu and Jose A. Lozano | |
| University of the Basque Country UPV/EHU, Spain | |
| 8:30AM | Quantum-Inspired Evolutionary Algorithm with Linkage Learning [#E-14403] |
| Bo Wang, Hua Xu and Yuan Yuan | |
| Tsinghua University, China | |
| 8:50AM | Investigation on Efficiency of Optimal Mixing on Various Linkage Sets [#E-14124] |
| Shih-Ming Wang, Yu-Fan Tung and Tian-Li Yu | |
| National Taiwan University, Taiwan | |
| 9:10AM | A Locally Weighted Metamodel for Pre-selection in Evolutionary Optimization [#E-14399] |
| Liao Qiuxiao, Zhou Aimin and Zhang Guixu | |
| East China Normal University, China | |
| 9:30AM | Use Model Building on Discretization Algorithms for Discrete EDAs to Work on Real-Valued Problems [#E-14142] |
| Yi-En Su and Tian-Li Yu | |
| The Department of Electrical Engineering, National Taiwan University of Taipei, Taiwan., Taiwan | |
| 9:50AM | Transformation of Input Space using Statistical Moments: EA-Based Approach [#E-14364] |
| Ahmed Kattan, Michael Kampouridis, Yew-Soon Ong and Khalid Mehamdi | |
| UQU, Saudi Arabia; University of Kent, United Kingdom; Nanyang Technological University, Singapore |
Session FrE1-4: FrE1-4 Evolutionary Computation Theory and Parameter Optimization
Friday, July 11, 8:10AM-10:10AM, Room: 203D, Chair: Yaochu Jin
| 8:10AM | A Progressive Random Walk Algorithm for Sampling Continuous Fitness Landscapes [#E-14716] |
| Katherine Malan and Andries Engelbrecht | |
| University of Pretoria, South Africa | |
| 8:30AM | Runtime Analysis of Selection Hyper-heuristics with Classical Learning Mechanisms [#E-14762] |
| Fawaz Alanazi and Per Kristian Lehre | |
| The University of Nottingham, United Kingdom | |
| 8:50AM | Particle Swarm Convergence: An Empirical Investigation [#E-14451] |
| Christopher Cleghorn and Andries Engelbrecht | |
| University of Pretoria, South Africa | |
| 9:10AM | Phase Transition Particle Swarm Optimization [#E-14434] |
| Ma Ji, Zhang Junqi, Wang Wei and Yao Jing | |
| Tongji University, China | |
| 9:30AM | Fitness Level based Adaptive Operator Selection for Cutting Stock Problems with Contiguity. [#E-14250] |
| Kai Zhang, Thomas Weise and Jinlong Li | |
| University of Science and Technology of China, China; University of Science and Technology of China, Germany | |
| 9:50AM | Parameter Optimization by Means of Statistical Quality Guides in F-Race [#E-14465] |
| Ronald Klazar and Andries Engelbrecht | |
| University of Pretoria, South Africa |
Session FrE1-5: FrE1-5 Multimodal Optimization and Population Initialization
Friday, July 11, 8:10AM-10:10AM, Room: 303, Chair: Jonathan Fieldsend
| 8:10AM | A Globally Diversified Island Model PGA for Multimodal Optimization [#E-14641] |
| Lifeng Zhang and Rong He | |
| School of Information, Renmin University of China, China | |
| 8:30AM | A Topological Niching Covariance Matrix Adaptation for Multimodal Optimization [#E-14679] |
| Marcio Pereira, Mauro Roisenberg and Guenther Neto | |
| UFSC, Brazil; PETROBRAS S/A, Brazil | |
| 8:50AM | Balancing the Exploration and Exploitation in an Adaptive Diversity Guided Genetic Algorithm [#E-14087] |
| Fatemeh Vafaee, Gyorgy Turan, Peter Nelson and Tanya Berger-Wolf | |
| University of Sydney, Australia; University of Illinois at Chicago, United States | |
| 9:10AM | Compensate Information from Multimodal Dynamic Landscapes: An Anti-Pathology Cooperative Coevolutionary Algorithm [#E-14602] |
| Xingguang Peng, Xiaokang Lei and Kun Liu | |
| Northwestern Polytechnical University, China | |
| 9:30AM | A Review of Population Initialization Techniques for Evolutionary Algorithms [#E-14789] |
| Borhan Kazimipour, Xiaodong Li and A.K. Qin | |
| RMIT University, Australia | |
| 9:50AM | Running Up Those Hills: Multi-Modal Search with the Niching Migratory Multi-Swarm Optimiser [#E-14197] |
| Jonathan Fieldsend | |
| University of Exeter, United Kingdom |
Session FrE2-1: FrE2-1 Multi-Objective Evolutionary Algorithms III
Friday, July 11, 10:30AM-12:30PM, Room: 203A, Chair: Gary Yen
| 10:30AM | Multi-Scenario Optimization Using Multi-Criterion Methods: A Case Study on Byzantine Agreement Problem [#E-14837] |
| Ling Zhu, Kalyanmoy Deb and Sandeep Kulkarni | |
| PhD Student, Michigan State University, United States; Professor, MIchigan State University, United States | |
| 10:50AM | Multi-Objective Evolutionary Recurrent Neural Network Ensemble for Prediction of Computational Fluid Dynamic Simulations [#E-14677] |
| Christopher Smith, John Doherty and Yaochu Jin | |
| University of Surrey, United Kingdom | |
| 11:10AM | TraDE: Training Device Selection via Multi-Objective Optimization [#E-14700] |
| Slawomir Wesolkowski, Nevena Francetic and Stuart Grant | |
| DRDC, Canada | |
| 11:30AM | Multi-view Clustering of Web Documents Using Multi-objective Genetic Algorithm [#E-14735] |
| Wahid Abdul, Gao Xiaoying and Andreae Peter | |
| Victoria University of Wellington, New Zealand | |
| 11:50AM | Visual Examination of the Behavior of EMO Algorithms for Many-Objective Optimization with Many Decision Variables [#E-14843] |
| Hiroyuki Masuda, Yusuke Nojima and Hisao Ishibuchi | |
| Osaka Prefecture University, Japan | |
| 12:10PM | Sensitivity Analysis of Parallel Cell Coordinate System in Many-Objective Particle Swarm Optimization [#E-14452] |
| Wang Hu, Gary Yen and Xin Zhang | |
| University of Electronic Science and Technology of China, China; Oklahoma State University, United States |
Session FrE2-2: FrE2-2 Numerical Optimization
Friday, July 11, 10:30AM-12:30PM, Room: 203B, Chair: TBA
| 10:30AM | Real-Parameter Optimization with OptBees [#E-14671] |
| Renato Maia, Leandro de Castro and Walmir Caminhas | |
| Computer Sciences Department, State University of Montes Claros, Brazil; Natural Computing Laboratory (LCoN), Graduate Program in Electrical Engineering, Mackenzie University, Brazil; Computational Intelligence Laboratory, Electronic Engineering Department, Federal University of Minas Gerais, Brazil | |
| 10:50AM | A Levy Flight-Based Hybrid Artificial Bee Colony Algorithm for Solving Numerical Optimization Problems [#E-14583] |
| Hai Shan, Toshiyuki Yasuda and Kazuhiro Ohkura | |
| Hiroshima University, Japan | |
| 11:10AM | Comparison of Random Number Generators in Particle Swarm Opimization Algorithm [#E-14500] |
| Ke Ding and Ying Tan | |
| Peking University, China | |
| 11:30AM | A Evolutionary Algorithm Based on Covariance Matrix Leaning and Searching Preference for Solving CEC 2014 Benchmark Problems [#E-14751] |
| Lei Chen, Hai-Lin Liu, Zhe Zheng and Shengli Xie | |
| Guangdong University of Technology, China | |
| 11:50AM | Optimization of Power Flow with Energy Storage Using Genetic Algorithms [#E-14648] |
| Vitor Leite, Carlos Silva, Joao Claro and Joao M. C. Sousa | |
| Instituto Superior Tecnico, Universidade de Lisboa, Portugal; INESC Porto, Faculdade de Engenharia, Universidade do Porto, Portugal | |
| 12:10PM | A New Self-Learning TLBO Algorithm for RBF Neural Modelling of Batteries in Electric Vehicles [#E-14432] |
| Zhile Yang, Kang Li, Aoife Foley and Cheng Zhang | |
| Queen’s University Belfast, United Kingdom |
Session FrE2-3: FrE2-3 Coevolution and Collective Behavior
Friday, July 11, 10:30AM-12:30PM, Room: 203C, Chair: Grant Dick
| 10:30AM | Codynamic Fitness Landscapes of Coevolutionary Minimal Substrates [#E-14118] |
| Hendrik Richter | |
| HTWK Leipzig University of Applied Sciences, Germany | |
| 10:50AM | Model Representation and Cooperative Coevolution for Finite-State Machine Evolution [#E-14802] |
| Grant Dick and Xin Yao | |
| University of Otago, New Zealand; University of Birmingham, United Kingdom | |
| 11:10AM | Evolutionary Path Planning of a Data Mule in Wireless Sensor Network by Using Shortcuts [#E-14600] |
| Shao-You Wu and Jing-Sin Liu | |
| Institute of Information Science, Academia Sinica, Nangang, Taipei, Taiwan | |
| 11:30AM | Coevolutionary Genetic Algorithm for Variable Ordering in CSPs [#E-14098] |
| Muhammad Rezaul Karim and Malek Mouhoub | |
| University of Regina, Canada | |
| 11:50AM | A Co-Evolutionary Multi-Objective Approach for a K-Adaptive Graph-based Clustering Algorithm [#E-14321] |
| Hector D. Menendez, David F. Barrero and David Camacho | |
| Universidad Autonoma de Madrid, Spain; Universidad de Alcala, Spain | |
| 12:10PM | Evolving Multiplication as Emergent Behavior in Cellular Automata Using Conditionally Matching Rules [#E-14640] |
| Michal Bidlo | |
| Brno University of Technology, Czech Republic |
Session FrE2-4: FrE2-4 Biometrics, Bioinformatics and Biomedical Applications
Friday, July 11, 10:30AM-12:30PM, Room: 203D, Chair: Gary Fogel
| 10:30AM | Combining Graph Connectivity and Genetic Clustering to Improve Biomedical Summarization [#E-14322] |
| Hector D. Menendez, Laura Plaza and David Camacho | |
| Universidad Autonoma de Madrid, Spain; Universidad Nacional de Educacion a Distancia, Spain | |
| 10:50AM | Selecting the Optimal EEG Electrode Positions for a Cognitive Task using an Artificial Bee Colony with Adaptive Scale Factor Optimization Algorithm [#E-14673] |
| Shreyasi Datta, Pratyusha Rakshit, Amit Konar and Atulya K. Nagar | |
| Jadavpur University, India; Liverpool Hope University, England | |
| 11:10AM | A New GP-based Wrapper Feature Construction Approach to Classification and Biomarker Identification [#E-14214] |
| Soha Ahmed, Mengjie Zhang and Lifeng Peng | |
| PhD Student-Victoria University of wellington, New Zealand; Professor-Victoria University of Wellington, New Zealand; Senior Lecturer-Victoria University of Wellington, New Zealand | |
| 11:30AM | An Examination of Synchronisation in Artificial Gene Regulatory Networks [#E-14356] |
| Jonathan Byrne, Miguel Nicolau, Anthony Brabazon and Michael O’Neill | |
| University College Dublin, Ireland | |
| 11:50AM | Memetic Algorithm for Sorting Unsigned Permutations by Reversals [#E-14374] |
| Jose Luis Soncco-Alvarez and Mauricio Ayala-Rincon | |
| Universidade de Brasilia, Brazil | |
| 12:10PM | Evolved Neural Networks for HIV-1 Co-receptor Identification [#E-14810] |
| Gary Fogel, Enoch Liu, Marco Salemi, Susanna Lamers and Michael McGrath | |
| Natural Selection, Inc., United States; University of Florida, United States; BioInfoExperts, LLC, United States; University of California, San Francisco, United States |
Session FrE2-5: FrE2-5 Robotics and Engineering Applications
Friday, July 11, 10:30AM-12:30PM, Room: 303, Chair: Amiram Moshaiov
| 10:30AM | Analysis of Fitness Noise in Particle Swarm Optimization: From Robotic Learning to Benchmark Functions [#E-14610] |
| Ezequiel Di Mario, Inaki Navarro and Alcherio Martinoli | |
| Ecole Polytechnique Federale de Lausanne, Switzerland | |
| 10:50AM | A Comparison of Neural Networks and Physics Models as Motion Simulators for Simple Robotic Evolution [#E-14678] |
| Christiaan Pretorius, Mathys du Plessis and John Gonsalves | |
| Nelson Mandela Metropolitan University, South Africa | |
| 11:10AM | Family Bootstrapping: a Genetic Transfer Learning Approach for Onsetting the Evolution for a Set of Related Robotic Tasks [#E-14708] |
| Amiram Moshaiov and Amir Tal | |
| Tel-Aviv University, Israel | |
| 11:30AM | Is MO-CMA-ES Superior to NSGA-II for the Evolution of Multi-objective Neuro-controllers? [#E-14439] |
| Amiram Moshaiov and Omer Abramovich | |
| Tel-Aviv University, Israel | |
| 11:50AM | Optimization of the Picking Sequence of an Automated Storage and Retrieval System (AS/RS) [#E-14080] |
| Rolf Dornberger, Thomas Hanne, Remo Ryter and Stauffer Michael | |
| University of Applied Sciences and Arts Northwestern Switzerland, Switzerland | |
| 12:10PM | Practical Application of an Evolutionary Algorithm for the Design and Construction of a Six-inch Submarine [#E-14103] |
| Khairul Alam, Tapabrata Ray and Sreenatha G. Anavatti | |
| University of New South Wales, Australia |
Session FrE3-1: FrE3-1 Large-Scale Problems and Real-World Applications
Friday, July 11, 1:30PM-3:30PM, Room: 203A, Chair: Ke Tang
| 1:30PM | A Novel Hybridization of Opposition-based Learning and Cooperative Co-evolutionary for Large-Scale Optimization [#E-14840] |
| Borhan Kazimipour, Mohammad Nabi Omidvar, Xiaodong Li and A.K. Qin | |
| RMIT University, Australia | |
| 1:50PM | Lion Algorithm for Standard and Large Scale Bilinear System Identification: A Global Optimization based on Lion’s Social Behavior [#E-14694] |
| Rajakumar B. R. | |
| Aloy Labs, India | |
| 2:10PM | Optimising Large Scale Public Transport Network Design Problems using Mixed-Mode Parallel Multi-Objective Evolutionary Algorithms [#E-14306] |
| Ian Cooper, Matthew John, Rhydian Lewis, Andrew Olden and Christine Mumford | |
| Cardiff University, UK, United Kingdom | |
| 2:30PM | Many-objective evolutionary computation for optimization of separated-flow control using a DBD plasma actuator [#E-14777] |
| Takeshi Watanabe, Tomoaki Tatsukawa, Antonio Lopez Jaimes, Hikaru Aono, Taku Nonomura, Akira Oyama and Kozo Fujii | |
| ISAS/JAXA, Japan | |
| 2:50PM | A Hybrid EA for High-dimensional Subspace Clustering Problem [#E-14206] |
| Lin Lin, Gen Mitsuo and Liang Yan | |
| Dalian University of Technology, China; Fuzzy Logic Systems Institute, Japan | |
| 3:10PM | An Improved Two Archive Algorithm for Many-Objective Optimization [#E-14556] |
| Bingdong Li, Jinlong Li, Ke Tang and Xin Yao | |
| University of Science and Technology of China, China; University of Birmingham, United Kingdom |
Session FrE3-2: FrE3-2 Evolvable Hardware and Software and Genetic Programming
Friday, July 11, 1:30PM-3:30PM, Room: 203B, Chair: Andy Song
| 1:30PM | Two Step Evolution Strategy for Device Motif BSIM Model Parameter Extraction [#E-14619] |
| Yang Xiao, Martin Trefzer, James Walker, Simon Bale and Andy Tyrrell | |
| University of York, United Kingdom | |
| 1:50PM | Maximising Axiomatization Coverage and Minimizing Regression Testing Time [#E-14238] |
| Markus Wagner | |
| The University of Adelaide, Australia | |
| 2:10PM | A New Adaptive Kalman Filter by Combining Evolutionary Algorithm and Fuzzy Inference System [#E-14223] |
| Yudan Huo, Zhihua Cai, Wenyin Gong and Qin Liu | |
| Department of Computer Science, China University of Geosciences(Wuhan), China | |
| 2:30PM | Cartesian Genetic Programming as Local Optimizer of Logic Networks [#E-14240] |
| Lukas Sekanina, Ondrej Ptak and Zdenek Vasicek | |
| Brno University of Technology, Czech Republic | |
| 2:50PM | Wave Height Quantification using Land Based Seismic Data with Grammatical Evolution [#E-14696] |
| Sarah Donne, Miguel Nicolau, Christopher Bean and Michael O’Neill | |
| University College Dublin, Ireland | |
| 3:10PM | Genetic Programming Based Activity Recognition on A Smartphone Sensory Data Benchmark [#E-14834] |
| Feng Xie, Andy Song and Vic Ciesielski | |
| School of Computer Science and IT,RMIT University, Australia, Australia |
Session FrE3-3: FrE3-3 Swarm Intelligence
Friday, July 11, 1:30PM-3:30PM, Room: 203C, Chair: TBA
| 1:30PM | Swarm/Evolutionary Intelligence for Agent-Based Social Simulation [#E-14721] |
| Andreas Janecek, Tobias Jordan and Fernando Buarque de Lima-Neto | |
| University of Vienna, Austria; University of Pernambuco, Brazil | |
| 1:50PM | Solving the Multidimensional Knapsack Problem using a CUDA accelerated PSO [#E-14647] |
| Drahoslav Zan and Jiri Jaros | |
| Brno University of Technology, Czech Republic | |
| 2:10PM | Multidimensional Scaling with Multiswarming [#E-14011] |
| Thomas Runkler and James Bezdek | |
| Siemens Corporate Technology, Germany; University of Melbourne, Australia | |
| 2:30PM | Chaos-Driven Discrete Artificial Bee Colony [#E-14121] |
| Magdalena Metlicka and Donald Davendra | |
| VSB – Technical University of Ostrava, Czech Republic | |
| 2:50PM | Web Bots Detection Using Particle Swarm Optimization Based Clustering [#E-14847] |
| Shafiq Alam, Gillian Dobbie, Yun Sing Koh and Patricia Riddle | |
| University of Auckland, New Zealand | |
| 3:10PM | An Ant Colony Optimization Algorithm for Multi-objective Clustering in Mobile Ad Hoc Networks [#E-14495] |
| Chung-Wei Wu, Tsung-Che Chiang and Li-Chen Fu | |
| National Taiwan University, Taiwan; National Taiwan Normal University, Taiwan |
Session FrE3-4: FrE3-4 Heuristics, Metaheuristics and Hyper-Heuristics II
Friday, July 11, 1:30PM-3:30PM, Room: 203D, Chair: TBA
| 1:30PM | Designing Reusable Metaheuristic Methods: A Semi-automated Approach [#E-14713] |
| Steven Adriaensen, Tim Brys and Ann Nowe | |
| Vrije Universiteit Brussel, Belgium | |
| 1:50PM | Network Path Optimization Under Dynamic Conditions [#E-14764] |
| Yaser Enaya and Kalyanmoy Deb | |
| Dotcoral Student, Michigan State University, United States; Professor, MIchigan State University, United States | |
| 2:10PM | A Parallel Lagrangian-ACO Heuristic for Project Scheduling [#E-14587] |
| Oswyn Brent, Dhananjay Thiruvady, Antonio Gomez-Iglesias and Rodolfo Garcia-Flores | |
| CSIRO, Australia | |
| 2:30PM | A Multidirectional Physarum Solver for the Automated Design of Space Trajectories [#E-14149] |
| Luca Masi and Massimiliano Vasile | |
| University of Strathclyde, United Kingdom | |
| 2:50PM | A Genetic Programming-based Hyper-heuristic Approach for Storage Location Assignment Problem [#E-14765] |
| Jing Xie, Yi Mei, Andreas Ernst, Xiaodong Li and Andy Song | |
| RMIT University, Australia; CSIRO, Australia | |
| 3:10PM | The Monarchy Driven Optimization Algorithm [#E-14598] |
| Ritambhar Burman, Swagatam Das, Zheshanul Haque, Athanasios V. Vasilakos and Soumyadip Chakraborti | |
| Jadavpur University, India; Indian Statistical Institute, India; Kuwait University, Kuwait |
Session FrE3-5: FrE3-5 Real-World Applications II
Friday, July 11, 1:30PM-3:30PM, Room: 303, Chair: TBA
| 1:30PM | A Multiobjective Optimization Method Based on MOEA/D and Fuzzy Clustering for Change Detection in SAR Images [#E-14111] |
| Wang Qiao, Li Hao, Gong Maoguo, Su Linzhi and Jiao Licheng | |
| Xidian University, China | |
| 1:50PM | A Novel Evaluation Function for LT Codes Degree Distribution Optimization [#E-14772] |
| Pei-Chuan Tsai, Chih-Ming Chen and Ying-ping Chen | |
| National Chiao Tung University, Taiwan | |
| 2:10PM | Heuristic optimization for software project management with impacts of team efficiency [#E-14632] |
| Nanlin Jin and Xin Yao | |
| Northumbria University, United Kingdom; University of Birmingham, United Kingdom | |
| 2:30PM | A Combined MapReduce-Windowing Two-Level Parallel Scheme for Evolutionary Prototype Generation [#E-14555] |
| Isaac Triguero, Daniel Peralta, Jaume Bacardit, Salvador Garcia and Francisco Herrera | |
| University of Granada, Spain; Newcastle University, United Kingdom; University of Jaen, Spain | |
| 2:50PM | An Dynamic-weighted Collaborative Filtering Approach to Address Sparsity and Adaptivity Issues [#E-14391] |
| Liang Gu, Peng Yang and Yongqiang Dong | |
| School of Computer Science and Engineering, Southeast University, China | |
| 3:10PM | Carry Trade Portfolio Optimization using Particle Swarm Optimization [#E-14569] |
| Stuart Reid, Katherine Malan and Andries Engelbrecht | |
| University of Pretoria, South Africa |
Session FrE4-1: FrE4-1 Constraint-Handling and Preference-Handling
Friday, July 11, 4:00PM-6:00PM, Room: 203A, Chair: Ruhul Sarker
| 4:00PM | On the edge of feasibility: a case study of the particle swarm optimizer [#E-14260] |
| Mohammad reza Bonyadi and Zbigniew Michalewicz | |
| The University of Adelaide, Australia | |
| 4:20PM | Linear Sparse Arrays Designed by Dynamic Constrained Multi-Objective Evolutionary Algorithm [#E-14469] |
| Wei Dong and Sanyou Zeng | |
| China University of Geosciences, China | |
| 4:40PM | Mapping Constrained Optimization Problems to Penalty Parameters: An Empirical Study [#E-14323] |
| Chengyong Si, Jianqiang Shen, Xuan Zou, Lei Wang and Qidi Wu | |
| University of Shanghai for Science and Technology, China; Tongji university, China; Tongji University, China | |
| 5:00PM | A Constrained Multi-Objective Surrogate-Based Optimization Algorithm [#E-14722] |
| Prashant Singh, Ivo Couckuyt, Francesco Ferranti and Tom Dhaene | |
| Ghent University, Belgium | |
| 5:20PM | A Feature-Based Analysis on the Impact of Linear Constraints for e-Constrained Differential Evolution [#E-14709] |
| Shayan Poursoltan and Frank Neumann | |
| University of Adelaide, Australia | |
| 5:40PM | DMOPSO: Dual Multi-Objective Particle Swarm Optimization [#E-14512] |
| Lee Ki-Baek and Kim Jong-Hwan | |
| KAIST, Korea (South) |
Session FrE4-2: FrE4-2 Particle Swarm Optimization
Friday, July 11, 4:00PM-6:00PM, Room: 203B, Chair: Kazuaki Masuda
| 4:00PM | Demonstrator Selection in a Social Learning Particle Swarm Optimizer [#E-14017] |
| Ran Cheng and Yaochu Jin | |
| Department of Computing, University of Surrey, United Kingdom | |
| 4:20PM | Filter based Backward Elimination in Wrapper based PSO for Feature Selection in Classification [#E-14863] |
| Bach Hoai Nguyen, Bing Xue, Ivy Liu and Mengjie Zhang | |
| School of Engineering and Computer Science, Victoria University of Wellington, New Zealand; School of Mathematics, Statistics and Operations Research, Victoria University of Wellington, New Zealand | |
| 4:40PM | An Archive Based Particle Swarm Optimisation for Feature Selection in Classification [#E-14525] |
| Bing Xue, A. K. Qin and Mengjie Zhang | |
| School of Engineering and Computer Science,Victoria University of Wellington, New Zealand; School of Computer Science and Information Technology, RMIT University, Australia | |
| 5:00PM | A Graph-Based Particle Swarm Optimisation Approach to QoS-Aware Web Service Composition and Selection [#E-14392] |
| Alexandre Sawczuk da Silva, Hui Ma and Mengjie Zhang | |
| Victoria University of Wellington, New Zealand | |
| 5:20PM | Task Allocation under Communication Constraints using Motivated Particle Swarm Optimization [#E-14693] |
| Medria Hardhienata, Valery Ugrinovskii and Kathryn Merrick | |
| PhD Candidate, Australia; Supervisor, Australia | |
| 5:40PM | Serial PSO Results are Irrelevant in a Multi-core Parallel World [#E-14012] |
| Andrew McNabb and Kevin Seppi | |
| Brigham Young University, United States |
Special Session FrE4-3: FrE4-3 Dynamic Multi-Objective Optimization
Friday, July 11, 4:00PM-6:00PM, Room: 203C, Chair: Mardé Helbig
| 4:00PM | Heterogeneous Dynamic Vector Evaluated Particle Swarm Optimisation for Dynamic Multi-objective Optimisation [#E-14186] |
| Marde Helbig and Andries Engelbrecht | |
| CSIR: Meraka Institute and University of Pretoria, South Africa; University of Pretoria, South Africa | |
| 4:20PM | An Adaptive Diversity Introduction Method for Dynamic Evolutionary Multiobjective Optimization [#E-14309] |
| Min Liu, Jinhua Zheng, Junnian Wang, Yuzhen Liu and Lei Jiang | |
| Hunan University of Science and Technology, China; Xiangtan university, China | |
| 4:40PM | A Multiple Reference Point-based Evolutionary Algorithm for Dynamic Multi-objective Optimization with Undetectable Changes [#E-14705] |
| Radhia Azzouz, Slim Bechikh and Lamjed Ben Said | |
| SOIE lab, University of Tunis, Tunisia | |
| 5:00PM | Artificial Bee Colony Induced Multi-objective Optimization in Presence of Noise [#E-14620] |
| Pratyusha Rakshit, Amit Konar and Atulya Nagar | |
| Jadavpur University, India; Liverpool hope University, United Kingdom | |
| 5:20PM | A Cascaded Evolutionary Multi-objective Optimization for Solving the Unbiased Universal Electric Motor Family Problem [#E-14766] |
| Timo Friedrich and Stefan Menzel | |
| Honda Research Institute Europe, Germany | |
| 5:40PM | Evolutionary Multiobjective Optimization in Dynamic Environments: A Set of Novel Benchmark Functions [#E-14548] |
| Subhodip Biswas, Swagatam Das, P. N. Suganthan and C. A. C Coello | |
| Jadavpur University, India; Indian Statistical Institute, India; Nanyang Technological University, India; CINVESTAV-IPN, Mexico, Mexico |
Special Session FrE4-4: FrE4-4 Fireworks Algorithms for Optimization
Friday, July 11, 4:00PM-6:00PM, Room: 203D, Chair: Ying Tan
| 4:00PM | A Hybrid Biogeography-Based Optimization and Fireworks Algorithm [#E-14151] |
| Bei Zhang, Min-Xia Zhang and Yu-Jun Zheng | |
| Zhejiang University of Technology, China | |
| 4:20PM | Analysis on Global Convergence and Time Complexity of Fireworks Algorithm [#E-14858] |
| Liu Jianhua, Zheng Shaoqu and Tan Ying | |
| School of Information Science and Engineering, Fujian University of Technology, Fuzhou, China, China; Department of Machine Intelligence, School of EECS, Peking, China | |
| 4:40PM | Adaptive Fireworks Algorithm [#E-14415] |
| Junzhi Li, Shaoqiu Zheng and Ying Tan | |
| Peking University, China | |
| 5:00PM | Dynamic Search in Fireworks Algorithm [#E-14544] |
| Shaoqiu Zheng, Andreas Janecek, Junzhi Li and Ying Tan | |
| Peking University, China; University of Vienna, Austria | |
| 5:20PM | Maintaining Population Diversity in Brain Storm Optimization Algorithm [#E-14081] |
| Shi Cheng, Yuhui Shi, Quande Qin, T. O. Ting and Ruibin Bai | |
| Division of Computer Science, The University of Nottingham Ningbo, China, China; Department of Electrical and Electronic Engineering, Xi’an Jiaotong-Liverpool University, China; College of Management, Shenzhen University, Shenzhen, China, China | |
| 5:40PM | Fireworks Algorithm with Differential Mutation for Solving the CEC 2014 Competition Problems [#E-14740] |
| Chao Yu, Lingchen Kelley, Shaoqiu Zheng and Ying Tan | |
| Peking University, China; Tsinghua University, China |
Session FrE4-5: FrE4-5 Real-World Applications III
Friday, July 11, 4:00PM-6:00PM, Room: 303, Chair: TBA
| 4:00PM | Evolutionary Algorithms Dynamics and its Hidden Complex Network Structures [#E-14459] |
| Zelinka Ivan, Lampinen Jouni, Senkerik Roman, Pluhacek Michal and Davendra Donald | |
| Department of Computer Science, FEI VSB Technical University of Ostrava Tr. 17. Listopadu 15, Ostrava Czech Republic, Czech Republic; Department of Computer Science, University of Vaasa, Finland; Department of Informatics and Artificial Intelligence, Tomas Bata University, Czech Republic | |
| 4:20PM | Knowledge Acquisition Issues for Intelligent Route Optimization by Evolutionary Computation [#E-14410] |
| Masaki Suzuki, Setsuo Tsuruta, Rainer Knauf and Yoshitaka Sakurai | |
| Tokyo Denki University, Japan; Ilmenau University of Technology, Germany; Meiji University, Japan | |
| 4:40PM | A Memetic Algorithm for the Prize Collecting Traveling Car Renter Problem [#E-14252] |
| Matheus Menezes, Marco Goldbarg and Elizabeth Goldbarg | |
| Universidade Federal Rural do Semi Arido, Brazil; Universidade Federal do Rio Grande do Norte, Brazil | |
| 5:00PM | Network on Chip Optimization Based on Surrogate Model Assisted Evolutionary Algorithms [#E-14689] |
| Mengyuan Wu, Ammar Karkar, Bo Liu, Alex Yakovlev and Georges Gielen | |
| Katholieke Universiteit Leuven, Belgium; Newcastle University, United Kingdom; Glyndwr University, United Kingdom | |
| 5:20PM | A Genetic Algorithm for the Minimum Latency Pickup and Delivery Problem [#E-14809] |
| Xin-Lan Liao, Chih-Hung Chien and Chuan-Kang Ting | |
| Department of Computer Science and Information Engineering and Advanced Institute of Manufacturing with High-tech Innovations, National Chung Cheng University, Taiwan | |
| 5:40PM | A Heuristic Approach to Greener Airport Ground Movement [#E-14325] |
| Michal Weiszer, Jun Chen, Stefan Ravizza, Jason Atkin and Paul Stewart | |
| University of Lincoln, United Kingdom; IBM Global Business Services, Switzerland; University of Nottingham, United Kingdom; University of Hull, United Kingdom |