Genetic and Evolutionary Computation – GECCO 2004: Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004. Proceedings, Part I

Front Matter....Pages -
Efficient Evaluation Functions for Multi-rover Systems....Pages 1-11
A Particle Swarm Model of Organizational Adaptation....Pages 12-23
Finding Maximum Cliques with Distributed Ants....Pages 24-35
Ant System for the k -Cardinality Tree Problem....Pages 36-47
A Hybrid Ant Colony Optimisation Technique for Dynamic Vehicle Routing....Pages 48-59
Cooperative Problem Solving Using an Agent-Based Market....Pages 60-71
Cultural Evolution for Sequential Decision Tasks: Evolving Tic–Tac–Toe Players in Multi–agent Systems....Pages 72-80
Artificial Life and Natural Intelligence....Pages 81-92
Bluenome: A Novel Developmental Model of Artificial Morphogenesis....Pages 93-104
Adaptively Choosing Neighbourhood Bests Using Species in a Particle Swarm Optimizer for Multimodal Function Optimization....Pages 105-116
Better Spread and Convergence: Particle Swarm Multiobjective Optimization Using the Maximin Fitness Function....Pages 117-128
Evolving a Self-Repairing, Self-Regulating, French Flag Organism....Pages 129-139
The Kalman Swarm....Pages 140-150
Adaptive and Evolvable Network Services....Pages 151-162
Grammatical Swarm....Pages 163-174
A New Universal Cellular Automaton Discovered by Evolutionary Algorithms....Pages 175-187
An Interactive Artificial Ant Approach to Non-photorealistic Rendering....Pages 188-200
Automatic Creation of Team-Control Plans Using an Assignment Branch in Genetic Programming....Pages 201-212
Implications of Epigenetic Learning Via Modification of Histones on Performance of Genetic Programming....Pages 213-224
Using Clustering Techniques to Improve the Performance of a Multi-objective Particle Swarm Optimizer....Pages 225-237
SWAF: Swarm Algorithm Framework for Numerical Optimization....Pages 238-250
Autonomous Agent for Multi-objective Optimization....Pages 251-252
An Evolved Autonomous Controller for Satellite Task Scheduling....Pages 253-254
Multi-agent Foreign Exchange Market Modelling Via GP....Pages 255-256
An Evolutionary Autonomous Agent with Visual Cortex and Recurrent Spiking Columnar Neural Network....Pages 257-258
Arguments for ACO’s Success....Pages 259-260
Solving Engineering Design Problems by Social Cognitive Optimization....Pages 261-262
Vulnerability Analysis of Immunity-Based Intrusion Detection Systems Using Evolutionary Hackers....Pages 263-274
Constructing Detectors in Schema Complementary Space for Anomaly Detection....Pages 275-286
Real-Valued Negative Selection Algorithm with Variable-Sized Detectors....Pages 287-298
An Investigation of R-Chunk Detector Generation on Higher Alphabets....Pages 299-307
A Comment on Opt-AiNET: An Immune Network Algorithm for Optimisation....Pages 308-317
A Novel Immune Feedback Control Algorithm and Its Applications....Pages 318-320
Computer-Aided Peptide Evolution for Virtual Drug Design....Pages 321-332
Automating Genetic Network Inference with Minimal Physical Experimentation Using Coevolution....Pages 333-345
A Genetic Approach for Gene Selection on Microarray Expression Data....Pages 346-355
Fuzzy Dominance Based Multi-objective GA-Simplex Hybrid Algorithms Applied to Gene Network Models....Pages 356-367
Selection-Insertion Schemes in Genetic Algorithms for the Flexible Ligand Docking Problem....Pages 368-379
A GA Approach to the Definition of Regulatory Signals in Genomic Sequences....Pages 380-391
Systems Biology Modeling in Human Genetics Using Petri Nets and Grammatical Evolution....Pages 392-401
Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems....Pages 402-413
Identification of Informative Genes for Molecular Classification Using Probabilistic Model Building Genetic Algorithm....Pages 414-425
GA-Facilitated Knowledge Discovery and Pattern Recognition Optimization Applied to the Biochemistry of Protein Solvation....Pages 426-437
Genetic Programming Neural Networks as a Bioinformatics Tool for Human Genetics....Pages 438-448
Evolving Better Multiple Sequence Alignments....Pages 449-460
Optimizing Topology and Parameters of Gene Regulatory Network Models from Time-Series Experiments....Pages 461-470
Comparing Genetic Programming and Evolution Strategies on Inferring Gene Regulatory Networks....Pages 471-480
An Evolutionary Approach with Pharmacophore-Based Scoring Functions for Virtual Database Screening....Pages 481-492
Statistical Test-Based Evolutionary Segmentation of Yeast Genome....Pages 493-494
Equilibrium and Extinction in a Trisexual Diploid Mating System: An Investigation....Pages 495-496
On Parameterizing Models of Antigen-Antibody Binding Dynamics on Surfaces – A Genetic Algorithm Approach and the Need for Speed....Pages 497-498
Is the Predicted ESS in the Sequential Assessment Game Evolvable?....Pages 499-500
Automated Extraction of Problem Structure....Pages 501-512
Modeling Coevolutionary Genetic Algorithms on Two-Bit Landscapes: Random Partnering....Pages 513-524
The Incremental Pareto-Coevolution Archive....Pages 525-536
A Cooperative Coevolutionary Multiobjective Algorithm Using Non-dominated Sorting....Pages 537-548
Predicting Genetic Drift in 2×2 Games....Pages 549-560
Similarities Between Co-evolution and Learning Classifier Systems and Their Applications....Pages 561-572
A Sensitivity Analysis of a Cooperative Coevolutionary Algorithm Biased for Optimization....Pages 573-584
A Population-Differential Method of Monitoring Success and Failure in Coevolution....Pages 585-586
Cooperative Coevolution Fusion for Moving Object Detection....Pages 587-589
Learning to Acquire Autonomous Behavior-Cooperation by Humanoid Robots....Pages 590-602
Evolved Motor Primitives and Sequences in a Hierarchical Recurrent Neural Network....Pages 603-614
Robot Trajectory Planning Using Multi-objective Genetic Algorithm Optimization....Pages 615-626
Evolution, Robustness, and Adaptation of Sidewinding Locomotion of Simulated Snake-Like Robot....Pages 627-639
Evolution Tunes Coevolution: Modelling Robot Cognition Mechanisms....Pages 640-641
On the Complexity to Approach Optimum Solutions by Inhomogeneous Markov Chains....Pages 642-653
Actuator Noise in Recombinant Evolution Strategies on General Quadratic Fitness Models....Pages 654-665
Convergence Examples of a Filter-Based Evolutionary Algorithm....Pages 666-677
Node-Depth Encoding for Evolutionary Algorithms Applied to Network Design....Pages 678-687
Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles....Pages 688-699
An Improved Diversity Mechanism for Solving Constrained Optimization Problems Using a Multimembered Evolution Strategy....Pages 700-712
Randomized Local Search, Evolutionary Algorithms, and the Minimum Spanning Tree Problem....Pages 713-724
An Evolution Strategy Using a Continuous Version of the Gray-Code Neighbourhood Distribution....Pages 725-736
A Novel Multi-objective Orthogonal Simulated Annealing Algorithm for Solving Multi-objective Optimization Problems with a Large Number of Parameters....Pages 737-747
On the Choice of the Population Size....Pages 748-760
An Analysis of the ( μ +1) EA on Simple Pseudo-Boolean Functions....Pages 761-773
Program Evolution by Integrating EDP and GP....Pages 774-785
A Step Size Preserving Directed Mutation Operator....Pages 786-787
A Comparison of Several Algorithms and Representations for Single Objective Optimization....Pages 788-789
Towards a Generally Applicable Self-Adapting Hybridization of Evolutionary Algorithms....Pages 790-791
High Temperature Experiments for Circuit Self-Recovery....Pages 792-803
The Emergence of Ontogenic Scaffolding in a Stochastic Development Environment....Pages 804-815
A Reconfigurable Chip for Evolvable Hardware....Pages 816-827
Experimental Evaluation of Discretization Schemes for Rule Induction....Pages 828-839
Real-Coded Bayesian Optimization Algorithm: Bringing the Strength of BOA into the Continuous World....Pages 840-851
Training Neural Networks with GA Hybrid Algorithms....Pages 852-863
Growth Curves and Takeover Time in Distributed Evolutionary Algorithms....Pages 864-876
Simultaneity Matrix for Solving Hierarchically Decomposable Functions....Pages 877-888
Metaheuristics for Natural Language Tagging....Pages 889-900
An Effective Real-Parameter Genetic Algorithm with Parent Centric Normal Crossover for Multimodal Optimisation....Pages 901-913
Looking Under the EA Hood with Price’s Equation....Pages 914-922
Distribution of Evolutionary Algorithms in Heterogeneous Networks....Pages 923-934
A Statistical Model of GA Dynamics for the OneMax Problem....Pages 935-946
Adaptive Sampling for Noisy Problems....Pages 947-958
Feature Subset Selection, Class Separability, and Genetic Algorithms....Pages 959-970
Introducing Subchromosome Representations to the Linkage Learning Genetic Algorithm....Pages 971-982
Interactive One-Max Problem Allows to Compare the Performance of Interactive and Human-Based Genetic Algorithms....Pages 983-993
Polynomial Approximation of Survival Probabilities Under Multi-point Crossover....Pages 994-1005
Evolving Genotype to Phenotype Mappings with a Multiple-Chromosome Genetic Algorithm....Pages 1006-1017
What Basis for Genetic Dynamics?....Pages 1018-1029
Exploiting Modularity, Hierarchy, and Repetition in Variable-Length Problems....Pages 1030-1041
Optimal Operating Conditions for Overhead Crane Maneuvering Using Multi-objective Evolutionary Algorithms....Pages 1042-1053
Efficiently Solving: A Large-Scale Integer Linear Program Using a Customized Genetic Algorithm....Pages 1054-1065
Using a Genetic Algorithm to Design and Improve Storage Area Network Architectures....Pages 1066-1077
Distributed Constraint Satisfaction, Restricted Recombination, and Hybrid Genetic Search....Pages 1078-1087
Analysis of the (1 + 1) EA for a Noisy OneMax ....Pages 1088-1099
A Polynomial Upper Bound for a Mutation-Based Algorithm on the Two-Dimensional Ising Model....Pages 1100-1112
The Ising Model on the Ring: Mutation Versus Recombination....Pages 1113-1124
Effects of Module Encapsulation in Repetitively Modular Genotypes on the Search Space....Pages 1125-1137
Modeling Selection Intensity for Toroidal Cellular Evolutionary Algorithms....Pages 1138-1149
Evolution of Fuzzy Rule Based Classifiers....Pages 1150-1161
Self Adaptation of Operator Rates in Evolutionary Algorithms....Pages 1162-1173
PolyEDA: Combining Estimation of Distribution Algorithms and Linear Inequality Constraints....Pages 1174-1185
Improving the Locality Properties of Binary Representations....Pages 1186-1196
Schema Disruption in Chromosomes That Are Structured as Binary Trees....Pages 1197-1207
The Royal Road Not Taken: A Re-examination of the Reasons for GA Failure on R1....Pages 1208-1219
Robust and Efficient Genetic Algorithms with Hierarchical Niching and a Sustainable Evolutionary Computation Model....Pages 1220-1232
A Systematic Study of Genetic Algorithms with Genotype Editing....Pages 1233-1245
Some Issues on the Implementation of Local Search in Evolutionary Multiobjective Optimization....Pages 1246-1258
Mating Scheme for Controlling the Diversity-Convergence Balance for Multiobjective Optimization....Pages 1259-1271
Encoding Bounded-Diameter Spanning Trees with Permutations and with Random Keys....Pages 1272-1281
Three Evolutionary Codings of Rectilinear Steiner Arborescences....Pages 1282-1291
Central Point Crossover for Neuro-genetic Hybrids....Pages 1292-1303
Combining a Memetic Algorithm with Integer Programming to Solve the Prize-Collecting Steiner Tree Problem....Pages 1304-1315
On the Evolution of Analog Electronic Circuits Using Building Blocks on a CMOS FPTA....Pages 1316-1327
Parameter-Less Optimization with the Extended Compact Genetic Algorithm and Iterated Local Search....Pages 1328-1339
Comparing Search Algorithms for the Temperature Inversion Problem....Pages 1340-1351
Inequality’s Arrow: The Role of Greed and Order in Genetic Algorithms....Pages 1352-1364
Trap Avoidance in Strategic Computer Game Playing with Case Injected Genetic Algorithms....Pages 1365-1376
Topological Interpretation of Crossover....Pages 1377-1388
Simple Population Replacement Strategies for a Steady-State Multi-objective Evolutionary Algorithm....Pages 1389-1400
Dynamic and Scalable Evolutionary Data Mining: An Approach Based on a Self-Adaptive Multiple Expression Mechanism....Pages 1401-1413
Crossover, Population Dynamics, and Convergence in the GAuGE System....Pages 1414-1425
Inducing Sequentiality Using Grammatical Genetic Codes....Pages 1426-1437
Back Matter....Pages -