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

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