Ebook: Advances in Swarm Intelligence: Third International Conference, ICSI 2012, Shenzhen, China, June 17-20, 2012 Proceedings, Part I

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.

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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.

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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.
Content:
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 -

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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.
Content:
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 -
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