Advances in Swarm and Computational Intelligence : 6th International Conference, ICSI 2015, Held in Conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part I

This Book And Its Companion Volumes, Lncs Volumes 9140, 9141 And 9142, Constitute The Proceedings Of The 6th International Conference On Swarm Intelligence, Icsi 2015 Held In Conjunction With The Second Brics Congress On Computational Intelligence, Cci 2015, Held In Beijing, China In June 2015. The 161 Revised Full Papers Presented Were Carefully Reviewed And Selected From 294 Submissions. The Papers Are Organized In 28 Cohesive Sections Covering All Major Topics Of Swarm Intelligence And Computational Intelligence Research And Development, Such As Novel Swarm-based Optimization Algorithms And Applications; Particle Swarm Opt8imization; Ant Colony Optimization; Artificial Bee Colony Algorithms; Evolutionary And Genetic Algorithms; Differential Evolution; Brain Storm Optimization Algorithm; Biogeography Based Optimization; Cuckoo Search; Hybrid Methods; Multi-objective Optimization; Multi-agent Systems And Swarm Robotics; Neural Networks And Fuzzy Methods; Data Mining Approaches; Information Security; Automation Control; Combinatorial Optimization Algorithms; Scheduling And Path Planning; Machine Learning; Blind Sources Separation; Swarm Interaction Behavior; Parameters And System Optimization; Neural Networks; Evolutionary And Genetic Algorithms; Fuzzy Systems; Forecasting Algorithms; Classification; Tracking Analysis; Simulation; Image And Texture Analysis; Dimension Reduction; System Optimization; Segmentation And Detection System; Machine Translation; Virtual Management And Disaster Analysis. Novel Swarm-based Optimization Algorithms And Applications -- Particle Swarm Optimization -- Ant Colony Optimization -- Artificial Bee Colony Algorithms -- Evolutionary And Genetic Algorithms -- Differential Evolution -- Brain Storm Optimization Algorithm -- Biogeography Based Optimization -- Cuckoo Search -- Hybrid Methods -- Multi-objective Optimization -- Multi-agent Systems And Swarm Robotics -- Neural Networks And Fuzzy Methods -- Data Mining Approaches -- Information Security -- Automation Control -- Combinatorial Optimization Algorithms -- Scheduling And Path Planning -- Machine Learning -- Blind Sources Separation -- Swarm Interaction Behavior -- Parameters And System Optimization -- Neural Networks -- Evolutionary And Genetic Algorithms -- Fuzzy Systems -- Forecasting Algorithms -- Classification -- Tracking Analysis -- Simulation -- Image And Texture Analysis -- Dimension Reduction -- System Optimization -- Segmentation And Detection System -- Machine Translation -- Virtual Management And Disaster Analysis. Edited By Ying Tan, Yuhui Shi, Fernando Buarque, Alexander Gelbukh, Swagatam Das, Andries Engelbrecht. Front Matter....Pages I-XXXI Front Matter....Pages 1-1 Effects of Topological Variations on Opinion Dynamics Optimizer....Pages 3-13 Utilizing Abstract Phase Spaces in Swarm Design and Validation....Pages 14-29 Memetic Electromagnetism Algorithm for Finite Approximation with Rational Bézier Curves....Pages 30-40 Solving the Set Covering Problem with Binary Cat Swarm Optimization....Pages 41-48 Bird Mating Optimizer in Structural Damage Identification....Pages 49-56 Structural Damage Detection and Moving Force Identification Based on Firefly Algorithm....Pages 57-64 Unit Commitment with Electric Vehicles Based on an Improved Harmony Search Algorithm....Pages 65-73 A Physarum-Inspired Vacant-Particle Model with Shrinkage for Transport Network Design....Pages 74-81 Bean Optimization Algorithm Based on Negative Binomial Distribution....Pages 82-88 On the Application of Co-Operative Swarm Optimization in the Solution of Crystal Structures from X-Ray Diffraction Data....Pages 89-96 Front Matter....Pages 97-97 Swarm Diversity Analysis of Particle Swarm Optimization....Pages 99-106 A Self-learning Bare-Bones Particle Swarms Optimization Algorithm....Pages 107-114 Improved DPSO Algorithm with Dynamically Changing Inertia Weight....Pages 115-123 An Improved PSO-NM Algorithm for Structural Damage Detection....Pages 124-132 A Fully-Connected Micro-extended Analog Computers Array Optimized by Particle Swarm Optimizer....Pages 133-144 A Population-Based Clustering Technique Using Particle Swarm Optimization and K-Means....Pages 145-152 A Novel Boundary Based Multiobjective Particle Swarm Optimization....Pages 153-163 A Novel Particle Swarm Optimization for Portfolio Optimization Based on Random Population Topology Strategies....Pages 164-175 Directional Analysis of Slope Stability Using a Real Example....Pages 176-182 Obtaining Classification Rules Using lvqPSO....Pages 183-193 Front Matter....Pages 195-195 A Modified Ant Colony Optimization for the Multi-Objective Operating Room Scheduling....Pages 197-204 Multi-Colony Ant Algorithm Using a Sociometry-Based Network and Its Application....Pages 205-212 A Hybrid Multi-Cell Tracking Approach with Level Set Evolution and Ant Colony Optimization....Pages 213-221 Ant Algorithm Modification for Multi-Version Software Building....Pages 222-228 Front Matter....Pages 229-229 An Improved Artificial Bee Colony with Hybrid Strategies....Pages 231-238 An Artificial Bee Colony Algorithm with History-Driven Scout Bees Phase....Pages 239-246 Multiobjective RFID Network Planning by Artificial Bee Colony Algorithm with Genetic Operators....Pages 247-254 Front Matter....Pages 255-255 Genetic Algorithm Based Robust Layout Design By Considering Various Demand Variations....Pages 257-265 Design Index-Based Hedging: Bundled Loss Property and Hybrid Genetic Algorithm....Pages 266-275 Economic Load Dispatch of Power System Using Genetic Algorithm with Valve Point Effect....Pages 276-284 Memetic Self-Configuring Genetic Programming for Fuzzy Classifier Ensemble Design....Pages 285-293 Reference Point Based Constraint Handling Method for Evolutionary Algorithm....Pages 294-301 New Interactive-Generative Design System: Hybrid of Shape Grammar and Evolutionary Design - An Application of Jewelry Design....Pages 302-313 Front Matter....Pages 315-315 Differential Evolution with Novel Local Search Operation for Large Scale Optimization Problems....Pages 317-325 Clustering Time-Evolving Data Using an Efficient Differential Evolution....Pages 326-338 Multi-objective Differential Evolution Algorithm for Multi-label Feature Selection in Classification....Pages 339-345 Research on Network Coding Optimization Using Differential Evolution Based on Simulated Annealing....Pages 346-353 Front Matter....Pages 355-355 Random Grouping Brain Storm Optimization Algorithm with a New Dynamically Changing Step Size....Pages 357-364 An Adaptive Brain Storm Optimization Algorithm for Multiobjective Optimization Problems....Pages 365-372 Enhanced Brain Storm Optimization Algorithm for Wireless Sensor Networks Deployment....Pages 373-381 Front Matter....Pages 383-383 Biogeography Optimization Algorithm for DC Motor PID Control....Pages 385-394 Biogeography Based Optimization for Tuning FLC Controller of PMSM....Pages 395-402 Enhancing the Performance of Biogeography-Based Optimization in Discrete Domain....Pages 403-414 Motor Imagery Electroencephalograph Classification Based on Optimized Support Vector Machine by Magnetic Bacteria Optimization Algorithm....Pages 415-424 Front Matter....Pages 425-425 Adaptive Cuckoo Search Algorithm with Two-Parent Crossover for Solving Optimization Problems....Pages 427-435 Automated, Adaptive, and Optimized Search for CSPs via Cuckoo Search....Pages 436-447 Front Matter....Pages 449-449 Instance Selection Approach for Self-Configuring Hybrid Fuzzy Evolutionary Algorithm for Imbalanced Datasets....Pages 451-459 An Improved Hybrid PSO Based on ARPSO and the Quasi-Newton Method....Pages 460-467 Front Matter....Pages 469-469 Cooperative Multi-objective Genetic Algorithm with Parallel Implementation....Pages 471-478 Multi-Objective Particle Swarm Optimization Algorithm Based on Comprehensive Optimization Strategies....Pages 479-486 Co-Operation of Biology-Related Algorithms for Constrained Multiobjective Optimization....Pages 487-494 The Initialization of Evolutionary Multi-objective Optimization Algorithms....Pages 495-504 Cultural Particle Swarm Optimization Algorithms for Interval Multi-Objective Problems....Pages 505-512 A New Multi-swarm Multi-objective Particle Swarm Optimization Based Power and Supply Voltage Unbalance Optimization of Three-Phase Submerged Arc Furnace....Pages 513-522 Front Matter....Pages 523-532 A Fleet of Chemical Plume Tracers with the Distributed Architecture Built upon DaNI Robots....Pages 533-533 Hierarchical Self-organization for Task-Oriented Swarm Robotics....Pages 535-542 Power-Law Distribution of Long-Term Experimental Data in Swarm Robotics....Pages 543-550 Effect of the Emergent Structures in the Improvement of the Performance of the Cognitive Agents....Pages 551-559 Multi-agent Organization for Hiberarchy Dynamic Evolution....Pages 560-569 Front Matter....Pages 570-577 Long Term Electricity Demand Forecasting with Multi-agent-Based Model....Pages 533-533 Ontology Based Fusion Engine for Interaction with an Intelligent Assistance Robot....Pages 578-585 Back Matter....Pages 586-593 ....Pages 595-600