Ebook: Simulated Evolution and Learning: 6th International Conference, SEAL 2006, Hefei, China, October 15-18, 2006. Proceedings

This book constitutes the refereed proceedings of the 6th International Conference on Simulated Evolution and Learning, SEAL 2006, held in Hefei, China in October 2006.

The 117 revised full papers presented were carefully reviewed and selected from 420 submissions. The papers are organized in topical sections on evolutionary learning, evolutionary optimization, hybrid learning, adaptive systems, theoretical issues in evolutionary computation, and real-world applications of evolutionary computation techniques.

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This book constitutes the refereed proceedings of the 6th International Conference on Simulated Evolution and Learning, SEAL 2006, held in Hefei, China in October 2006.

The 117 revised full papers presented were carefully reviewed and selected from 420 submissions. The papers are organized in topical sections on evolutionary learning, evolutionary optimization, hybrid learning, adaptive systems, theoretical issues in evolutionary computation, and real-world applications of evolutionary computation techniques.

Content:
Front Matter....Pages -
Evolutionary Dynamics on Graphs: The Moran Process....Pages 1-8
Generalized Embedded Landscape and Its Decomposed Representation....Pages 9-17
Representative Selection for Cooperative Co-evolutionary Genetic Algorithms....Pages 18-25
Kernel Matching Pursuit Based on Immune Clonal Algorithm for Image Recognition....Pages 26-33
Power Quality Disturbance Detection and Classification Using Chirplet Transforms....Pages 34-41
Ensemble Learning Classifier System and Compact Ruleset....Pages 42-49
The Role of Early Stopping and Population Size in XCS for Intrusion Detection....Pages 50-57
Improving Radial Basis Function Networks for Human Face Recognition Using a Soft Computing Approach....Pages 58-63
Solving Traveling Salesman Problems by Artificial Immune Response....Pages 64-71
A Strategy of Mutation History Learning in Immune Clonal Selection Algorithm....Pages 72-79
Quantum-Inspired Immune Clonal Algorithm for Multiuser Detection in DS-CDMA Systems....Pages 80-87
Innate and Adaptive Principles for an Artificial Immune System....Pages 88-95
Immune-Based Dynamic Intrusion Response Model....Pages 96-103
Immune Multi-agent Active Defense Model for Network Intrusion....Pages 104-111
An Immune Mobile Agent Based Grid Intrusion Detection Model....Pages 112-119
Solving Optimization Problem Using Multi-agent Model Based on Belief Interaction....Pages 120-125
Continuous Function Optimization Using Hybrid Ant Colony Approach with Orthogonal Design Scheme....Pages 126-133
Niching for Dynamic Environments Using Particle Swarm Optimization....Pages 134-141
A New Ant Colony Optimization Applied for the Multidimensional Knapsack Problem....Pages 142-149
Numerical Optimization Using Organizational Particle Swarm Algorithm....Pages 150-157
A Hybrid Discrete Particle Swarm Algorithm for Open-Shop Problems....Pages 158-165
Particle Swarms Cooperative Optimization for Coalition Generation Problem....Pages 166-173
A Novel Multi-objective PSO Algorithm for Constrained Optimization Problems....Pages 174-180
A Hybrid Discrete Particle Swarm Optimization for the Traveling Salesman Problem....Pages 181-188
Incremental Clustering Based on Swarm Intelligence....Pages 189-196
Variable Neighborhood Particle Swarm Optimization for Multi-objective Flexible Job-Shop Scheduling Problems....Pages 197-204
Optimal Designing of Multi-channel WDM Filter Using Intelligent Particle Swarm Optimization Algorithm....Pages 205-212
Adaptive Comprehensive Learning Particle Swarm Optimizer with History Learning....Pages 213-220
Optimal Designing of EDFA Gain Flattening Long Period Fiber Grating by Intelligent Particle Swarm Optimization Algorithm....Pages 221-227
Research of Undirected Network Capacity Expansion Based on the Spanning-Tree....Pages 228-235
A New Approach to Solving Dynamic Traveling Salesman Problems....Pages 236-243
Shannon Wavelet Chaotic Neural Networks....Pages 244-251
Deterministic Divide-and-Conquer Algorithm for Decomposable Black-Box Optimization Problems with Bounded Difficulty....Pages 252-260
QPSO-Based QoS Multicast Routing Algorithm....Pages 261-268
ANDYMARK: An Analytical Method to Establish Dynamically the Length of the Markov Chain in Simulated Annealing for the Satisfiability Problem....Pages 269-276
An Accelerated Micro Genetic Algorithm for Numerical Optimization....Pages 277-283
Optimal Ordering and Recovery Policy for Reusable Items with Shortages....Pages 284-291
A New Algorithm of Automatic Programming: GEGEP....Pages 292-301
Constrained Optimization Using Organizational Evolutionary Algorithm....Pages 302-309
Rotationally Invariant Crossover Operators in Evolutionary Multi-objective Optimization....Pages 310-317
A Hybrid of Differential Evolution and Genetic Algorithm for Constrained Multiobjective Optimization Problems....Pages 318-327
The Research on Repurchase Announcements of Open-Market Stock....Pages 328-335
Infeasible Elitists and Stochastic Ranking Selection in Constrained Evolutionary Multi-objective Optimization....Pages 336-344
A New Strategy for Parameter Estimation of Dynamic Differential Equations Based on NSGA II....Pages 345-352
Vector Prediction Approach to Handle Dynamical Optimization Problems....Pages 353-360
Benchmarking Evolutionary and Hybrid Algorithms Using Randomized Self-similar Landscapes....Pages 361-368
Interactive Genetic Algorithms Based on Implicit Knowledge Model....Pages 369-376
An Evolutionary Fuzzy Multi-objective Approach to Cell Formation....Pages 377-383
Dual Guidance in Evolutionary Multi-objective Optimization by Localization....Pages 384-391
Hybridisation of Particle Swarm Optimization and Fast Evolutionary Programming....Pages 392-399
An Improved Particle Swarm Pareto Optimizer with Local Search and Clustering....Pages 400-407
A Hybrid Genetic Algorithm for Solving a Class of Nonlinear Bilevel Programming Problems....Pages 408-415
A Synergistic Selection Strategy in the Genetic Algorithms....Pages 416-423
Priority-Based Genetic Local Search and Its Application to the Traveling Salesman Problem....Pages 424-432
Integrated the Simplified Interpolation and Clonal Selection into the Particle Swarm Optimization for Optimization Problems....Pages 433-440
Hybrid Model of Genetic Algorithm and Cultural Algorithms for Optimization Problem....Pages 441-448
Selection Enthusiasm....Pages 449-456
Spatially-Structured Evolutionary Algorithms and Sharing: Do They Mix?....Pages 457-464
Suggested Algorithms for Blood Cell Images....Pages 465-472
An Adaptive Multi-objective Particle Swarm Optimization for Color Image Fusion....Pages 473-480
A New Dynamic Particle Swarm Optimizer....Pages 481-488
Mean-Contribution Ant System: An Improved Version of Ant Colony Optimization for Traveling Salesman Problem....Pages 489-496
A Diversity-Guided Quantum-Behaved Particle Swarm Optimization Algorithm....Pages 497-504
Multimodal Optimisation with Structured Populations and Local Environments....Pages 505-512
A Time Complexity Analysis of ACO for Linear Functions....Pages 513-520
Particle Swarm Optimization Based on Information Diffusion and Clonal Selection....Pages 521-528
Evolutionary Bayesian Classifier-Based Optimization in Continuous Domains....Pages 529-536
A Simple Ranking and Selection for Constrained Evolutionary Optimization....Pages 537-544
Optimizing Continuous Problems Using Estimation of Distribution Algorithm Based on Histogram Model....Pages 545-552
Population Climbing Evolutionary Algorithm for Multimodal Function Global Optimization....Pages 553-559
Nucleus Classification and Recognition of Uterine Cervical Pap-Smears Using Fuzzy ART Algorithm....Pages 560-567
Learning Bayesian Networks Structures Based on Memory Binary Particle Swarm Optimization....Pages 568-574
Automated Feature Selection Based on an Adaptive Genetic Algorithm for Brain-Computer Interfaces....Pages 575-582
Pricing Strategy in an Arborescent Supply Chain System....Pages 583-591
Online Program Simplification in Genetic Programming....Pages 592-600
Refining Fitness Functions and Optimising Training Data in GP for Object Detection....Pages 601-608
A Novel Hybrid System for Dynamic Control....Pages 609-616
SVM Based Speaker Selection Using GMM Supervector for Rapid Speaker Adaptation....Pages 617-624
Using Simulation to Improve the Flexibility of Adaptive Workflow Models Based on Temporal Logic....Pages 625-631
Towards Intrinsic Evolvable Hardware for Predictive Lossless Image Compression....Pages 632-639
Using Qualitative Description for the Dynamic Analysis of Virus Inflection....Pages 640-647
Emotion Interaction of Virtual Character in 3D Artificial Society....Pages 648-655
Genetic Evolution of the Ant Species in Function Representation Framework....Pages 656-663
The Dynamics of Network Minority Game....Pages 664-671
A Parallel Solution to the HIP Game Based on Genetic Algorithms....Pages 672-679
Evolution of Cooperation Using Random Pairing on Social Networks....Pages 680-687
Selecting Valuable Stock Using Genetic Algorithm....Pages 688-694
Adaptive Learning in Complex Trade Networks....Pages 695-702
Genetically Optimized Artificial Neural Network for Financial Time Series Data Mining....Pages 703-717
Simulation of Cooperation for Price Competition in Oligopolies....Pages 718-725
Exploiting Quotients of Markov Chains to Derive Properties of the Stationary Distribution of the Markov Chain Associated to an Evolutionary Algorithm....Pages 726-733
Accessibility and Runtime Between Convex Neutral Networks....Pages 734-741
The Emergence of Cooperation in Asynchronous Iterated Prisoner’s Dilemma....Pages 742-749
Comparison of Two ICA Algorithms in BSS Applied to Non-destructive Vibratory Tests....Pages 750-755
An Application of Intelligent PSO Algorithm to Adaptive Compensation for Polarization Mode Dispersion in Optical Fiber Communication Systems....Pages 756-765
Coordinated Resource Allocation by Mutual Outsourcing in Decentralized Supply Chain....Pages 766-773
Modeling and Optimization of the Specificity in Cell Signaling Pathways Based on a High Performance Multi-objective Evolutionary Algorithm....Pages 774-781
Elastic Image Registration Using Attractive and Repulsive Particle Swarm Optimization....Pages 782-789
An Immune Clonal Selection Scheduling Algorithm for Input-Queued Switches....Pages 790-797
Prototyping Direction Optimization of Points Data Oriented Rapid Prototyping Based on Genetic Algorithm....Pages 798-805
Generation of a Large Variety of 3-Dimensional Maze Problems with a Genetic Algorithm....Pages 806-813
MPC-Based Control Methodology in Networked Control Systems....Pages 814-820
A Dynamic Clonal Selection Algorithm for Project Optimization Scheduling....Pages 821-828
Pareto Meta-heuristics for Generating Safe Flight Trajectories Under Weather Hazards....Pages 829-836
Land Combat Scenario Planning: A Multiobjective Approach....Pages 837-844
Automatic Seizure Detection Based on Support Vector Machines with Genetic Algorithms....Pages 845-852
Articulated Body Tracking by Immune Particle Filter....Pages 853-857
Clustering Protein Interaction Data Through Chaotic Genetic Algorithm....Pages 858-864
Multi-objective Q-bit Coding Genetic Algorithm for Hardware-Software Co-synthesis of Embedded Systems....Pages 865-872
Particle Swarm Optimization for Simultaneous Optimization of Design and Machining Tolerances....Pages 873-880
A Method to Plan Group Tours with Joining and Forking....Pages 881-888
A Modified Discrete Binary Ant Colony Optimization and Its Application in Chemical Process Fault Diagnosis....Pages 889-896
An Intelligent System for Container Image Recognition Using ART2-Based Self-organizing Supervised Learning Algorithm....Pages 897-904
A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design....Pages 905-912
Optimal Motion Generation of Flexible Macro-micro Manipulator Systems Using Estimation of Distribution Algorithm....Pages 913-920
Fuzzy Scenarios Clustering-Based Approach with MV Model in Optimizing Tactical Allocation....Pages 921-928
Joint Source-Channel Coding Based on Adaptive Wavelet Pretreatment for Image Transmission over Frequency Selective Fading Channel....Pages 929-936
Back Matter....Pages -

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This book constitutes the refereed proceedings of the 6th International Conference on Simulated Evolution and Learning, SEAL 2006, held in Hefei, China in October 2006.

The 117 revised full papers presented were carefully reviewed and selected from 420 submissions. The papers are organized in topical sections on evolutionary learning, evolutionary optimization, hybrid learning, adaptive systems, theoretical issues in evolutionary computation, and real-world applications of evolutionary computation techniques.

Content:
Front Matter....Pages -
Evolutionary Dynamics on Graphs: The Moran Process....Pages 1-8
Generalized Embedded Landscape and Its Decomposed Representation....Pages 9-17
Representative Selection for Cooperative Co-evolutionary Genetic Algorithms....Pages 18-25
Kernel Matching Pursuit Based on Immune Clonal Algorithm for Image Recognition....Pages 26-33
Power Quality Disturbance Detection and Classification Using Chirplet Transforms....Pages 34-41
Ensemble Learning Classifier System and Compact Ruleset....Pages 42-49
The Role of Early Stopping and Population Size in XCS for Intrusion Detection....Pages 50-57
Improving Radial Basis Function Networks for Human Face Recognition Using a Soft Computing Approach....Pages 58-63
Solving Traveling Salesman Problems by Artificial Immune Response....Pages 64-71
A Strategy of Mutation History Learning in Immune Clonal Selection Algorithm....Pages 72-79
Quantum-Inspired Immune Clonal Algorithm for Multiuser Detection in DS-CDMA Systems....Pages 80-87
Innate and Adaptive Principles for an Artificial Immune System....Pages 88-95
Immune-Based Dynamic Intrusion Response Model....Pages 96-103
Immune Multi-agent Active Defense Model for Network Intrusion....Pages 104-111
An Immune Mobile Agent Based Grid Intrusion Detection Model....Pages 112-119
Solving Optimization Problem Using Multi-agent Model Based on Belief Interaction....Pages 120-125
Continuous Function Optimization Using Hybrid Ant Colony Approach with Orthogonal Design Scheme....Pages 126-133
Niching for Dynamic Environments Using Particle Swarm Optimization....Pages 134-141
A New Ant Colony Optimization Applied for the Multidimensional Knapsack Problem....Pages 142-149
Numerical Optimization Using Organizational Particle Swarm Algorithm....Pages 150-157
A Hybrid Discrete Particle Swarm Algorithm for Open-Shop Problems....Pages 158-165
Particle Swarms Cooperative Optimization for Coalition Generation Problem....Pages 166-173
A Novel Multi-objective PSO Algorithm for Constrained Optimization Problems....Pages 174-180
A Hybrid Discrete Particle Swarm Optimization for the Traveling Salesman Problem....Pages 181-188
Incremental Clustering Based on Swarm Intelligence....Pages 189-196
Variable Neighborhood Particle Swarm Optimization for Multi-objective Flexible Job-Shop Scheduling Problems....Pages 197-204
Optimal Designing of Multi-channel WDM Filter Using Intelligent Particle Swarm Optimization Algorithm....Pages 205-212
Adaptive Comprehensive Learning Particle Swarm Optimizer with History Learning....Pages 213-220
Optimal Designing of EDFA Gain Flattening Long Period Fiber Grating by Intelligent Particle Swarm Optimization Algorithm....Pages 221-227
Research of Undirected Network Capacity Expansion Based on the Spanning-Tree....Pages 228-235
A New Approach to Solving Dynamic Traveling Salesman Problems....Pages 236-243
Shannon Wavelet Chaotic Neural Networks....Pages 244-251
Deterministic Divide-and-Conquer Algorithm for Decomposable Black-Box Optimization Problems with Bounded Difficulty....Pages 252-260
QPSO-Based QoS Multicast Routing Algorithm....Pages 261-268
ANDYMARK: An Analytical Method to Establish Dynamically the Length of the Markov Chain in Simulated Annealing for the Satisfiability Problem....Pages 269-276
An Accelerated Micro Genetic Algorithm for Numerical Optimization....Pages 277-283
Optimal Ordering and Recovery Policy for Reusable Items with Shortages....Pages 284-291
A New Algorithm of Automatic Programming: GEGEP....Pages 292-301
Constrained Optimization Using Organizational Evolutionary Algorithm....Pages 302-309
Rotationally Invariant Crossover Operators in Evolutionary Multi-objective Optimization....Pages 310-317
A Hybrid of Differential Evolution and Genetic Algorithm for Constrained Multiobjective Optimization Problems....Pages 318-327
The Research on Repurchase Announcements of Open-Market Stock....Pages 328-335
Infeasible Elitists and Stochastic Ranking Selection in Constrained Evolutionary Multi-objective Optimization....Pages 336-344
A New Strategy for Parameter Estimation of Dynamic Differential Equations Based on NSGA II....Pages 345-352
Vector Prediction Approach to Handle Dynamical Optimization Problems....Pages 353-360
Benchmarking Evolutionary and Hybrid Algorithms Using Randomized Self-similar Landscapes....Pages 361-368
Interactive Genetic Algorithms Based on Implicit Knowledge Model....Pages 369-376
An Evolutionary Fuzzy Multi-objective Approach to Cell Formation....Pages 377-383
Dual Guidance in Evolutionary Multi-objective Optimization by Localization....Pages 384-391
Hybridisation of Particle Swarm Optimization and Fast Evolutionary Programming....Pages 392-399
An Improved Particle Swarm Pareto Optimizer with Local Search and Clustering....Pages 400-407
A Hybrid Genetic Algorithm for Solving a Class of Nonlinear Bilevel Programming Problems....Pages 408-415
A Synergistic Selection Strategy in the Genetic Algorithms....Pages 416-423
Priority-Based Genetic Local Search and Its Application to the Traveling Salesman Problem....Pages 424-432
Integrated the Simplified Interpolation and Clonal Selection into the Particle Swarm Optimization for Optimization Problems....Pages 433-440
Hybrid Model of Genetic Algorithm and Cultural Algorithms for Optimization Problem....Pages 441-448
Selection Enthusiasm....Pages 449-456
Spatially-Structured Evolutionary Algorithms and Sharing: Do They Mix?....Pages 457-464
Suggested Algorithms for Blood Cell Images....Pages 465-472
An Adaptive Multi-objective Particle Swarm Optimization for Color Image Fusion....Pages 473-480
A New Dynamic Particle Swarm Optimizer....Pages 481-488
Mean-Contribution Ant System: An Improved Version of Ant Colony Optimization for Traveling Salesman Problem....Pages 489-496
A Diversity-Guided Quantum-Behaved Particle Swarm Optimization Algorithm....Pages 497-504
Multimodal Optimisation with Structured Populations and Local Environments....Pages 505-512
A Time Complexity Analysis of ACO for Linear Functions....Pages 513-520
Particle Swarm Optimization Based on Information Diffusion and Clonal Selection....Pages 521-528
Evolutionary Bayesian Classifier-Based Optimization in Continuous Domains....Pages 529-536
A Simple Ranking and Selection for Constrained Evolutionary Optimization....Pages 537-544
Optimizing Continuous Problems Using Estimation of Distribution Algorithm Based on Histogram Model....Pages 545-552
Population Climbing Evolutionary Algorithm for Multimodal Function Global Optimization....Pages 553-559
Nucleus Classification and Recognition of Uterine Cervical Pap-Smears Using Fuzzy ART Algorithm....Pages 560-567
Learning Bayesian Networks Structures Based on Memory Binary Particle Swarm Optimization....Pages 568-574
Automated Feature Selection Based on an Adaptive Genetic Algorithm for Brain-Computer Interfaces....Pages 575-582
Pricing Strategy in an Arborescent Supply Chain System....Pages 583-591
Online Program Simplification in Genetic Programming....Pages 592-600
Refining Fitness Functions and Optimising Training Data in GP for Object Detection....Pages 601-608
A Novel Hybrid System for Dynamic Control....Pages 609-616
SVM Based Speaker Selection Using GMM Supervector for Rapid Speaker Adaptation....Pages 617-624
Using Simulation to Improve the Flexibility of Adaptive Workflow Models Based on Temporal Logic....Pages 625-631
Towards Intrinsic Evolvable Hardware for Predictive Lossless Image Compression....Pages 632-639
Using Qualitative Description for the Dynamic Analysis of Virus Inflection....Pages 640-647
Emotion Interaction of Virtual Character in 3D Artificial Society....Pages 648-655
Genetic Evolution of the Ant Species in Function Representation Framework....Pages 656-663
The Dynamics of Network Minority Game....Pages 664-671
A Parallel Solution to the HIP Game Based on Genetic Algorithms....Pages 672-679
Evolution of Cooperation Using Random Pairing on Social Networks....Pages 680-687
Selecting Valuable Stock Using Genetic Algorithm....Pages 688-694
Adaptive Learning in Complex Trade Networks....Pages 695-702
Genetically Optimized Artificial Neural Network for Financial Time Series Data Mining....Pages 703-717
Simulation of Cooperation for Price Competition in Oligopolies....Pages 718-725
Exploiting Quotients of Markov Chains to Derive Properties of the Stationary Distribution of the Markov Chain Associated to an Evolutionary Algorithm....Pages 726-733
Accessibility and Runtime Between Convex Neutral Networks....Pages 734-741
The Emergence of Cooperation in Asynchronous Iterated Prisoner’s Dilemma....Pages 742-749
Comparison of Two ICA Algorithms in BSS Applied to Non-destructive Vibratory Tests....Pages 750-755
An Application of Intelligent PSO Algorithm to Adaptive Compensation for Polarization Mode Dispersion in Optical Fiber Communication Systems....Pages 756-765
Coordinated Resource Allocation by Mutual Outsourcing in Decentralized Supply Chain....Pages 766-773
Modeling and Optimization of the Specificity in Cell Signaling Pathways Based on a High Performance Multi-objective Evolutionary Algorithm....Pages 774-781
Elastic Image Registration Using Attractive and Repulsive Particle Swarm Optimization....Pages 782-789
An Immune Clonal Selection Scheduling Algorithm for Input-Queued Switches....Pages 790-797
Prototyping Direction Optimization of Points Data Oriented Rapid Prototyping Based on Genetic Algorithm....Pages 798-805
Generation of a Large Variety of 3-Dimensional Maze Problems with a Genetic Algorithm....Pages 806-813
MPC-Based Control Methodology in Networked Control Systems....Pages 814-820
A Dynamic Clonal Selection Algorithm for Project Optimization Scheduling....Pages 821-828
Pareto Meta-heuristics for Generating Safe Flight Trajectories Under Weather Hazards....Pages 829-836
Land Combat Scenario Planning: A Multiobjective Approach....Pages 837-844
Automatic Seizure Detection Based on Support Vector Machines with Genetic Algorithms....Pages 845-852
Articulated Body Tracking by Immune Particle Filter....Pages 853-857
Clustering Protein Interaction Data Through Chaotic Genetic Algorithm....Pages 858-864
Multi-objective Q-bit Coding Genetic Algorithm for Hardware-Software Co-synthesis of Embedded Systems....Pages 865-872
Particle Swarm Optimization for Simultaneous Optimization of Design and Machining Tolerances....Pages 873-880
A Method to Plan Group Tours with Joining and Forking....Pages 881-888
A Modified Discrete Binary Ant Colony Optimization and Its Application in Chemical Process Fault Diagnosis....Pages 889-896
An Intelligent System for Container Image Recognition Using ART2-Based Self-organizing Supervised Learning Algorithm....Pages 897-904
A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design....Pages 905-912
Optimal Motion Generation of Flexible Macro-micro Manipulator Systems Using Estimation of Distribution Algorithm....Pages 913-920
Fuzzy Scenarios Clustering-Based Approach with MV Model in Optimizing Tactical Allocation....Pages 921-928
Joint Source-Channel Coding Based on Adaptive Wavelet Pretreatment for Image Transmission over Frequency Selective Fading Channel....Pages 929-936
Back Matter....Pages -
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