Advances in Swarm Intelligence: Third International Conference, ICSI 2012, Shenzhen, China, June 17-20, 2012, Proceedings, Part I (Lecture Notes in Computer Science, 7331)

This book and its companion volume, LNCS vols. 7331 and 7332, constitute the proceedings of the Third International Conference on Swarm Intelligence, ICSI 2012, held in Shenzhen, China in June 2012. The 145 revised full papers presented were carefully reviewed and selected from 247 submissions. The papers are organized in 27 cohesive sections covering all major topics of swarm intelligence research and developments. Front Matter....Pages - The Biological Interaction Stability Problem....Pages 1-10 Population-Based Incremental with Adaptive Learning Rate Strategy....Pages 11-20 A SI-Based Algorithm for Structural Damage Detection....Pages 21-28 A Quantum-inspired Bacterial Swarming Optimization Algorithm for Discrete Optimization Problems....Pages 29-36 Swarm Intelligence in Cloud Environment....Pages 37-44 Swarm Intelligence Supported e-Remanufacturing....Pages 45-52 Grey-Based Particle Swarm Optimization Algorithm....Pages 53-62 Quantum-Behaved Particle Swarm Optimization Algorithm Based on Border Mutation and Chaos for Vehicle Routing Problem....Pages 63-73 An Improved MOPSO with a Crowding Distance Based External Archive Maintenance Strategy....Pages 74-82 Exponential Inertia Weight for Particle Swarm Optimization....Pages 83-90 A Coevolutionary Memetic Particle Swarm Optimizer....Pages 91-100 Handling Multi-optimization with Gender-Hierarchy Based Particle Swarm Optimizer....Pages 101-108 The Comparative Study of Different Number of Particles in Clustering Based on Two-Layer Particle Swarm Optimization....Pages 109-115 Improved Particle Swarm Optimization with Wavelet-Based Mutation Operation....Pages 116-124 Elastic Boundary for Particle Swarm Optimization....Pages 125-132 Optimization Locations of Wind Turbines with the Particle Swarm Optimization....Pages 133-141 A PSO-Based Algorithm for Load Balancing in Virtual Machines of Cloud Computing Environment....Pages 142-147 Training ANFIS Parameters with a Quantum-behaved Particle Swarm Optimization Algorithm....Pages 148-155 Research on Improved Model of Loans Portfolio Optimization Based on Adaptive Particle Swarm Optimization Algorithm....Pages 156-163 High-Dimension Optimization Problems Using Specified Particle Swarm Optimization....Pages 164-172 A Novel Simple Candidate Set Method for Symmetric TSP and Its Application in MAX-MIN Ant System....Pages 173-181 Parallel Max-Min Ant System Using MapReduce....Pages 182-189 Parallel Implementation of Ant-Based Clustering Algorithm Based on Hadoop....Pages 190-197 Ant Colony Algorithm for Surgery Scheduling Problem....Pages 198-205 A Method for Avoiding the Feedback Searching Bias in Ant Colony Optimization....Pages 206-216 Novel Binary Biogeography-Based Optimization Algorithm for the Knapsack Problem....Pages 217-224 Path Planning Based on Voronoi Diagram and Biogeography-Based Optimization....Pages 225-232 Unconscious Search - A New Structured Search Algorithm for Solving Continuous Engineering Optimization Problems Based on the Theory of Psychoanalysis....Pages 233-242 Brain Storm Optimization Algorithm with Modified Step-Size and Individual Generation....Pages 243-252 Group Search Optimizer for Power System Economic Dispatch....Pages 253-260 An Improved Bean Optimization Algorithm for Solving TSP....Pages 261-267 Cloud Droplets Evolutionary Algorithm on Reciprocity Mechanism for Function Optimization....Pages 268-275 A Filter and Fan Based Algorithm for Slab Rehandling Problem in MPA of Steel Industry....Pages 276-283 An Improved Artificial Immune Recognition System Based on the Average Scatter Matrix Trace Criterion....Pages 284-290 A Danger Feature Based Negative Selection Algorithm....Pages 291-299 Alpha Matting Using Artificial Immune Network....Pages 300-309 Forecasting Mineral Commodity Prices with Multidimensional Grey Metabolism Markov Chain....Pages 310-317 A Web-Service for Automated Software Refactoring Using Artificial Bee Colony Optimization....Pages 318-325 An Improved Artificial Bee Colony Algorithm Based on Gaussian Mutation and Chaos Disturbance....Pages 326-333 An Artificial Bee Colony Algorithm Approach for Routing in VLSI....Pages 334-341 A Differentiating Evolutionary Computation Approach for the Multidimensional Knapsack Problem....Pages 342-349 Ensemble of Clearing Differential Evolution for Multi-modal Optimization....Pages 350-357 Memetic Differential Evolution for Vehicle Routing Problem with Time Windows....Pages 358-365 Advances in Differential Evolution for Solving Multiobjective Optimization Problems....Pages 366-373 Fast Mixed Strategy Differential Evolution Using Effective Mutant Vector Pool....Pages 374-381 Differential Annealing for Global Optimization....Pages 382-389 The Application of Genetic Algorithm to Intrusion Detection in MP2P Network....Pages 390-397 Mining the Role-Oriented Process Models Based on Genetic Algorithm....Pages 398-405 Image Retrieval Based on GA Integrated Color Vector Quantization and Curvelet Transform....Pages 406-413 Self-configuring Genetic Algorithm with Modified Uniform Crossover Operator....Pages 414-421 Fitness Function Based on Binding and Recall Rate for Genetic Inductive Logic Programming....Pages 422-427 LMI-Based Lagrange Stability of CGNNs with General Activation Functions and Mixed Delays....Pages 428-436 Research of Triple Inverted Pendulum Based on Neural Network of Genetic Algorithm....Pages 437-443 Evolving Neural Network Using Hybrid Genetic Algorithm and Simulated Annealing for Rainfall-Runoff Forecasting....Pages 444-451 Multistep Fuzzy Classifier Forming with Cooperative-Competitive Coevolutionary Algorithm....Pages 452-459 Particle Swarm Optimize Fuzzy Logic Memberships of AC-Drive....Pages 460-469 The Application of a Hybrid Algorithm to the Submersible Path-Planning....Pages 470-478 Memetic Three-Dimensional Gabor Feature Extraction for Hyperspectral Imagery Classification....Pages 479-488 A Simple and Effective Immune Particle Swarm Optimization Algorithm....Pages 489-496 A Novel Two-Level Hybrid Algorithm for Multiple Traveling Salesman Problems....Pages 497-503 On the Performance Metrics of Multiobjective Optimization....Pages 504-512 Brain Storm Optimization Algorithm for Multi-objective Optimization Problems....Pages 513-519 Modified Multi-Objective Particle Swarm Optimization Algorithm for Multi-objective Optimization Problems....Pages 520-527 A Multi-objective Mapping Strategy for Application Specific Emesh Network-on-Chip (NoC)....Pages 528-536 Binary Nearest Neighbor Classification of Predicting Pareto Dominance in Multi-objective Optimization....Pages 537-545 Multi-objective Evolutionary Algorithm Based on Layer Strategy....Pages 546-553 Priority Based Multi Robot Task Assignment....Pages 554-563 A Survey of Swarm Robotics System....Pages 564-572 Levels of Realism for Cooperative Multi-Agent Reinforcement Learning....Pages 573-582 Research of Tourism Service System Base on Multi-Agent Negotiation....Pages 583-591 Distributed Model Predictive Control of the Multi-agent Systems with Communication Distance Constraints....Pages 592-601 Research on Human – Robot Collaboration in Rescue Robotics....Pages 602-609 Development of Visual Action Design Environment for Intelligent Toy Robot....Pages 610-617 Back Matter....Pages -