Ebook: Advances in Swarm Intelligence: 4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings, Part I

This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The following topics are covered in this volume: analysis of swarm intelligence based algorithms, particle swarm optimization, applications of particle swarm optimization algorithms, ant colony optimization algorithms, biogeography-based optimization algorithms, novel swarm-based search methods, bee colony algorithms, differential evolution, neural networks, fuzzy methods, evolutionary programming and evolutionary games.

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This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The following topics are covered in this volume: analysis of swarm intelligence based algorithms, particle swarm optimization, applications of particle swarm optimization algorithms, ant colony optimization algorithms, biogeography-based optimization algorithms, novel swarm-based search methods, bee colony algorithms, differential evolution, neural networks, fuzzy methods, evolutionary programming and evolutionary games.

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This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The following topics are covered in this volume: analysis of swarm intelligence based algorithms, particle swarm optimization, applications of particle swarm optimization algorithms, ant colony optimization algorithms, biogeography-based optimization algorithms, novel swarm-based search methods, bee colony algorithms, differential evolution, neural networks, fuzzy methods, evolutionary programming and evolutionary games.
Content:
Front Matter....Pages -
Interactive Robotic Fish for the Analysis of Swarm Behavior....Pages 1-10
The Improvement on Controlling Exploration and Exploitation of Firework Algorithm....Pages 11-23
Diversity Analysis of Population in Shuffled Frog Leaping Algorithm....Pages 24-31
An Artificial Chemistry System for Simulating Cell Chemistry: The First Step....Pages 32-39
Maturity of the Particle Swarm as a Metric for Measuring the Collective Intelligence of the Swarm....Pages 40-54
Particle Swarm Optimization in Regression Analysis: A Case Study....Pages 55-63
Mechanical PSO Aided by Extremum Seeking for Swarm Robots Cooperative Search....Pages 64-71
Multi-swarm Particle Swarm Optimization with a Center Learning Strategy....Pages 72-78
Opposition-Based Learning Fully Informed Particle Swarm Optimizer without Velocity....Pages 79-86
GSO: An Improved PSO Based on Geese Flight Theory....Pages 87-95
Improved Algorithms Based on the Simple Particle Swarm Optimization....Pages 96-103
A Test of Position Determination with PSO....Pages 104-111
Initial Particles Position for PSO, in Bound Constrained Optimization....Pages 112-119
Visualizing the Impact of Probability Distributions on Particle Swarm Optimization....Pages 120-128
Local and Global Search Based PSO Algorithm....Pages 129-136
Cask Theory Based Parameter Optimization for Particle Swarm Optimization....Pages 137-143
A Piecewise Linearization Method of Significant Wave Height Based on Particle Swarm Optimization....Pages 144-151
Design Fuzzy Logic Controller by Particle Swarm Optimization for Wind Turbine....Pages 152-159
Parameter Identification of RVM Runoff Forecasting Model Based on Improved Particle Swarm Optimization....Pages 160-167
An Approach Based on Evaluation Particle Swarm Optimization Algorithm for 2D Irregular Cutting Stock Problem....Pages 168-175
Optimization Analysis of Controlling Arrivals in the Queueing System with Single Working Vacation Using Particle Swarm Optimization....Pages 176-183
Anomaly Detection in Hyperspectral Imagery Based on PSO Clustering....Pages 184-191
Transcribing Bach Chorales Using Particle Swarm Optimisations....Pages 192-199
Deadline Constrained Task Scheduling Based on Standard-PSO in a Hybrid Cloud....Pages 200-209
An Enhanced Node Repeatable Virtual Network Embedding Algorithm Based PSO Solution....Pages 210-217
The Application of Particle Swarm Optimization Arithmetic in Propeller Design....Pages 218-224
Application of an Improved Particle Swarm Optimization Algorithm in Hydrodynamic Design....Pages 225-231
Modeling of Manufacturing N-phase Multiphase Motor Using Orthogonal Particle Swarm Optimization....Pages 232-240
An Effective Transactional Service Selection Approach with Global Optimization Based on Skyline and Particle Swarm Optimization....Pages 241-249
Discrete Particle Swarm Optimization Algorithm for Virtual Network Reconfiguration....Pages 250-257
Power Distribution Network Planning Application Based on Multi-Objective Binary Particle Swarm Optimization Algorithm....Pages 258-267
Improving Chaotic Ant Swarm Performance with Three Strategies....Pages 268-277
Improved Ant Colony Classification Algorithm Applied to Membership Classification....Pages 278-287
Two Ant Decision Levels and Its Application to Multi-Cell Tracking....Pages 288-296
An Ant Colony System Based on the Physarum Network....Pages 297-305
Solving the Minimum Common String Partition Problem with the Help of Ants....Pages 306-313
Ant Colony Optimization for Channel Assignment Problem in a Clustered Mobile Ad Hoc Network....Pages 314-322
Constrained Multi-objective Biogeography Optimization Algorithm for Robot Path Planning....Pages 323-329
A Simplified Biogeography-Based Optimization Using a Ring Topology....Pages 330-337
Optimal Power Flow Solution Using Self–Evolving Brain–Storming Inclusive Teaching–Learning–Based Algorithm....Pages 338-345
Global Optimization Inspired by Quantum Physics....Pages 346-352
Structural Test Data Generation Based on Harmony Search....Pages 353-360
A Study on an Evaluation Model for Robust Nurse Rostering Based on Heuristics....Pages 361-368
A Study of Human Flesh Search Based on SIR Flooding on Scale-Free Networks....Pages 369-376
A Modified Artificial Bee Colony Algorithm for Post-enrolment Course Timetabling....Pages 377-386
Immune Based Chaotic Artificial Bee Colony Multiobjective Optimization Algorithm....Pages 387-395
Using Modular Neural Network with Artificial Bee Colony Algorithm for Classification....Pages 396-403
Algorithms and Framework for Comparison of Bee-Intelligence Based Peer-to-Peer Lookup....Pages 404-413
Differential Evolution with Group Crossover for Automatic Synthesis of Analog Circuit....Pages 414-421
MMODE: A Memetic Multiobjective Differential Evolution Algorithm....Pages 422-430
One Parameter Differential Evolution (OPDE) for Numerical Benchmark Problems....Pages 431-438
Parameter Optimization of Local-Concentration Model for Spam Detection by Using Fireworks Algorithm....Pages 439-450
Parameter Optimization for Bezier Curve Fitting Based on Genetic Algorithm....Pages 451-458
OFDM System with Reduce Peak-to-Average Power Ratio Using Optimum Combination of Partial Transmit Sequences....Pages 459-466
Evolutionary Three-Stage Approach for Designing of Neural Networks Ensembles for Classification Problems....Pages 467-477
Evolved Neural Network Based Intelligent Trading System for Stock Market....Pages 478-488
The Growing Radial Basis Function (RBF) Neural Network and Its Applications....Pages 489-496
Network-Based Neural Adaptive Sliding Mode Controller for the Ship Steering Problem....Pages 497-505
A Behavior Modeling Method of Virtual Characters Approximated by Artificial Neural Network....Pages 506-513
A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier....Pages 514-521
Multi Objective Swarm Optimization Design Fuzzy Controller to Adjust Speed of AC Motor Drive....Pages 522-529
Rough Soft Sets in Fuzzy Setting....Pages 530-539
A Circuit Generating Mechanism with Evolutionary Programming for Improving the Diversity of Circuit Topology in Population-Based Analog Circuit Design....Pages 540-547
An Evolutionary Game Model of Organizational Routines on Complex Networks....Pages 548-555
A Novel Negative-Correlation Redundancy Evolutionary Framework Based on Stochastic Ranking for Fault-Tolerant Design of Analog Circuit....Pages 556-563
Intelligent Modeling and Prediction of Elastic Modulus of Concrete Strength via Gene Expression Programming....Pages 564-571
Back Matter....Pages -

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This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The following topics are covered in this volume: analysis of swarm intelligence based algorithms, particle swarm optimization, applications of particle swarm optimization algorithms, ant colony optimization algorithms, biogeography-based optimization algorithms, novel swarm-based search methods, bee colony algorithms, differential evolution, neural networks, fuzzy methods, evolutionary programming and evolutionary games.
Content:
Front Matter....Pages -
Interactive Robotic Fish for the Analysis of Swarm Behavior....Pages 1-10
The Improvement on Controlling Exploration and Exploitation of Firework Algorithm....Pages 11-23
Diversity Analysis of Population in Shuffled Frog Leaping Algorithm....Pages 24-31
An Artificial Chemistry System for Simulating Cell Chemistry: The First Step....Pages 32-39
Maturity of the Particle Swarm as a Metric for Measuring the Collective Intelligence of the Swarm....Pages 40-54
Particle Swarm Optimization in Regression Analysis: A Case Study....Pages 55-63
Mechanical PSO Aided by Extremum Seeking for Swarm Robots Cooperative Search....Pages 64-71
Multi-swarm Particle Swarm Optimization with a Center Learning Strategy....Pages 72-78
Opposition-Based Learning Fully Informed Particle Swarm Optimizer without Velocity....Pages 79-86
GSO: An Improved PSO Based on Geese Flight Theory....Pages 87-95
Improved Algorithms Based on the Simple Particle Swarm Optimization....Pages 96-103
A Test of Position Determination with PSO....Pages 104-111
Initial Particles Position for PSO, in Bound Constrained Optimization....Pages 112-119
Visualizing the Impact of Probability Distributions on Particle Swarm Optimization....Pages 120-128
Local and Global Search Based PSO Algorithm....Pages 129-136
Cask Theory Based Parameter Optimization for Particle Swarm Optimization....Pages 137-143
A Piecewise Linearization Method of Significant Wave Height Based on Particle Swarm Optimization....Pages 144-151
Design Fuzzy Logic Controller by Particle Swarm Optimization for Wind Turbine....Pages 152-159
Parameter Identification of RVM Runoff Forecasting Model Based on Improved Particle Swarm Optimization....Pages 160-167
An Approach Based on Evaluation Particle Swarm Optimization Algorithm for 2D Irregular Cutting Stock Problem....Pages 168-175
Optimization Analysis of Controlling Arrivals in the Queueing System with Single Working Vacation Using Particle Swarm Optimization....Pages 176-183
Anomaly Detection in Hyperspectral Imagery Based on PSO Clustering....Pages 184-191
Transcribing Bach Chorales Using Particle Swarm Optimisations....Pages 192-199
Deadline Constrained Task Scheduling Based on Standard-PSO in a Hybrid Cloud....Pages 200-209
An Enhanced Node Repeatable Virtual Network Embedding Algorithm Based PSO Solution....Pages 210-217
The Application of Particle Swarm Optimization Arithmetic in Propeller Design....Pages 218-224
Application of an Improved Particle Swarm Optimization Algorithm in Hydrodynamic Design....Pages 225-231
Modeling of Manufacturing N-phase Multiphase Motor Using Orthogonal Particle Swarm Optimization....Pages 232-240
An Effective Transactional Service Selection Approach with Global Optimization Based on Skyline and Particle Swarm Optimization....Pages 241-249
Discrete Particle Swarm Optimization Algorithm for Virtual Network Reconfiguration....Pages 250-257
Power Distribution Network Planning Application Based on Multi-Objective Binary Particle Swarm Optimization Algorithm....Pages 258-267
Improving Chaotic Ant Swarm Performance with Three Strategies....Pages 268-277
Improved Ant Colony Classification Algorithm Applied to Membership Classification....Pages 278-287
Two Ant Decision Levels and Its Application to Multi-Cell Tracking....Pages 288-296
An Ant Colony System Based on the Physarum Network....Pages 297-305
Solving the Minimum Common String Partition Problem with the Help of Ants....Pages 306-313
Ant Colony Optimization for Channel Assignment Problem in a Clustered Mobile Ad Hoc Network....Pages 314-322
Constrained Multi-objective Biogeography Optimization Algorithm for Robot Path Planning....Pages 323-329
A Simplified Biogeography-Based Optimization Using a Ring Topology....Pages 330-337
Optimal Power Flow Solution Using Self–Evolving Brain–Storming Inclusive Teaching–Learning–Based Algorithm....Pages 338-345
Global Optimization Inspired by Quantum Physics....Pages 346-352
Structural Test Data Generation Based on Harmony Search....Pages 353-360
A Study on an Evaluation Model for Robust Nurse Rostering Based on Heuristics....Pages 361-368
A Study of Human Flesh Search Based on SIR Flooding on Scale-Free Networks....Pages 369-376
A Modified Artificial Bee Colony Algorithm for Post-enrolment Course Timetabling....Pages 377-386
Immune Based Chaotic Artificial Bee Colony Multiobjective Optimization Algorithm....Pages 387-395
Using Modular Neural Network with Artificial Bee Colony Algorithm for Classification....Pages 396-403
Algorithms and Framework for Comparison of Bee-Intelligence Based Peer-to-Peer Lookup....Pages 404-413
Differential Evolution with Group Crossover for Automatic Synthesis of Analog Circuit....Pages 414-421
MMODE: A Memetic Multiobjective Differential Evolution Algorithm....Pages 422-430
One Parameter Differential Evolution (OPDE) for Numerical Benchmark Problems....Pages 431-438
Parameter Optimization of Local-Concentration Model for Spam Detection by Using Fireworks Algorithm....Pages 439-450
Parameter Optimization for Bezier Curve Fitting Based on Genetic Algorithm....Pages 451-458
OFDM System with Reduce Peak-to-Average Power Ratio Using Optimum Combination of Partial Transmit Sequences....Pages 459-466
Evolutionary Three-Stage Approach for Designing of Neural Networks Ensembles for Classification Problems....Pages 467-477
Evolved Neural Network Based Intelligent Trading System for Stock Market....Pages 478-488
The Growing Radial Basis Function (RBF) Neural Network and Its Applications....Pages 489-496
Network-Based Neural Adaptive Sliding Mode Controller for the Ship Steering Problem....Pages 497-505
A Behavior Modeling Method of Virtual Characters Approximated by Artificial Neural Network....Pages 506-513
A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier....Pages 514-521
Multi Objective Swarm Optimization Design Fuzzy Controller to Adjust Speed of AC Motor Drive....Pages 522-529
Rough Soft Sets in Fuzzy Setting....Pages 530-539
A Circuit Generating Mechanism with Evolutionary Programming for Improving the Diversity of Circuit Topology in Population-Based Analog Circuit Design....Pages 540-547
An Evolutionary Game Model of Organizational Routines on Complex Networks....Pages 548-555
A Novel Negative-Correlation Redundancy Evolutionary Framework Based on Stochastic Ranking for Fault-Tolerant Design of Analog Circuit....Pages 556-563
Intelligent Modeling and Prediction of Elastic Modulus of Concrete Strength via Gene Expression Programming....Pages 564-571
Back Matter....Pages -
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