Genetic and Evolutionary Computation — GECCO 2003: Genetic and Evolutionary Computation Conference Chicago, IL, USA, July 12–16, 2003 Proceedings, Part I

Swarms in Dynamic Environments....Pages 1-12
The Effect of Natural Selection on Phylogeny Reconstruction Algorithms....Pages 13-24
AntClust: Ant Clustering and Web Usage Mining....Pages 25-36
A Non-dominated Sorting Particle Swarm Optimizer for Multiobjective Optimization....Pages 37-48
The Influence of Run-Time Limits on Choosing Ant System Parameters....Pages 49-60
Emergence of Collective Behavior in Evolving Populations of Flying Agents....Pages 61-73
On Role of Implicit Interaction and Explicit Communications in Emergence of Social Behavior in Continuous Predators-Prey Pursuit Problem....Pages 74-85
Demonstrating the Evolution of Complex Genetic Representations: An Evolution of Artificial Plants....Pages 86-97
Sexual Selection of Co-operation....Pages 98-109
Optimization Using Particle Swarms with Near Neighbor Interactions....Pages 110-121
Revisiting Elitism in Ant Colony Optimization....Pages 122-133
A New Approach to Improve Particle Swarm Optimization....Pages 134-139
Clustering and Dynamic Data Visualization with Artificial Flying Insect....Pages 140-141
Ant Colony Programming for Approximation Problems....Pages 142-143
Long-Term Competition for Light in Plant Simulation....Pages 144-145
Using Ants to Attack a Classical Cipher....Pages 146-147
Comparison of Genetic Algorithm and Particle Swarm Optimizer When Evolving a Recurrent Neural Network....Pages 148-149
Adaptation and Ruggedness in an Evolvability Landscape....Pages 150-151
Study Diploid System by a Hamiltonian Cycle Problem Algorithm....Pages 152-153
A Possible Mechanism of Repressing Cheating Mutants in Myxobacteria....Pages 154-155
Tour Jeté, Pirouette: Dance Choreographing by Computers....Pages 156-157
Multiobjective Optimization Using Ideas from the Clonal Selection Principle....Pages 158-170
A Hybrid Immune Algorithm with Information Gain for the Graph Coloring Problem....Pages 171-182
MILA — Multilevel Immune Learning Algorithm....Pages 183-194
The Effect of Binary Matching Rules in Negative Selection....Pages 195-206
Immune Inspired Somatic Contiguous Hypermutation for Function Optimisation....Pages 207-218
A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning....Pages 219-230
Developing an Immunity to Spam....Pages 231-242
A Novel Immune Anomaly Detection Technique Based on Negative Selection....Pages 243-245
Visualization of Topic Distribution Based on Immune Network Model....Pages 246-247
Spatial Formal Immune Network....Pages 248-249
Focusing versus Intransitivity Geometrical Aspects of Co-evolution....Pages 250-261
Representation Development from Pareto-Coevolution....Pages 262-273
Learning the Ideal Evaluation Function....Pages 274-285
A Game-Theoretic Memory Mechanism for Coevolution....Pages 286-297
The Paradox of the Plankton: Oscillations and Chaos in Multispecies Evolution....Pages 298-309
Exploring the Explorative Advantage of the Cooperative Coevolutionary (1+1) EA....Pages 310-321
PalmPrints: A Novel Co-evolutionary Algorithm for Clustering Finger Images....Pages 322-331
Coevolution and Linear Genetic Programming for Visual Learning....Pages 332-343
Finite Population Models of Co-evolution and Their Application to Haploidy versus Diploidy....Pages 344-355
Evolving Keepaway Soccer Players through Task Decomposition....Pages 356-368
A New Method of Multilayer Perceptron Encoding....Pages 369-370
An Incremental and Non-generational Coevolutionary Algorithm....Pages 371-372
Coevolutionary Convergence to Global Optima....Pages 373-374
Generalized Extremal Optimization for Solving Complex Optimal Design Problems....Pages 375-376
Coevolving Communication and Cooperation for Lattice Formation Tasks....Pages 377-378
Efficiency and Reliability of DNA-Based Memories....Pages 379-389
Evolving Hogg’s Quantum Algorithm Using Linear-Tree GP....Pages 390-400
Hybrid Networks of Evolutionary Processors....Pages 401-412
DNA-Like Genomes for Evolution in silico ....Pages 413-424
String Binding-Blocking Automata....Pages 425-426
On Setting the Parameters of QEA for Practical Applications: Some Guidelines Based on Empirical Evidence....Pages 427-428
Evolutionary Two-Dimensional DNA Sequence Alignment....Pages 429-430
Active Control of Thermoacoustic Instability in a Model Combustor with Neuromorphic Evolvable Hardware....Pages 431-441
Hardware Evolution of Analog Speed Controllers for a DC Motor....Pages 442-453
An Examination of Hypermutation and Random Immigrant Variants of mrCGA for Dynamic Environments....Pages 454-455
Inherent Fault Tolerance in Evolved Sorting Networks....Pages 456-457
Co-evolving Task-Dependent Visual Morphologies in Predator-Prey Experiments....Pages 458-469
Integration of Genetic Programming and Reinforcement Learning for Real Robots....Pages 470-482
Multi-objectivity as a Tool for Constructing Hierarchical Complexity....Pages 483-494
Learning Biped Locomotion from First Principles on a Simulated Humanoid Robot Using Linear Genetic Programming....Pages 495-506
An Evolutionary Approach to Automatic Construction of the Structure in Hierarchical Reinforcement Learning....Pages 507-509
Fractional Order Dynamical Phenomena in a GA....Pages 510-511
Dimension-Independent Convergence Rate for Non-isotropic (1, λ) — ES ....Pages 512-524
The Steady State Behavior of ( μ/μ I , λ)-ES on Ellipsoidal Fitness Models Disturbed by Noise....Pages 525-536
Theoretical Analysis of Simple Evolution Strategies in Quickly Changing Environments....Pages 537-548
Evolutionary Computing as a Tool for Grammar Development....Pages 549-560
Solving Distributed Asymmetric Constraint Satisfaction Problems Using an Evolutionary Society of Hill-Climbers....Pages 561-572
Use of Multiobjective Optimization Concepts to Handle Constraints in Single-Objective Optimization....Pages 573-584
Evolution Strategies with Exclusion-Based Selection Operators and a Fourier Series Auxiliary Function....Pages 585-597
Ruin and Recreate Principle Based Approach for the Quadratic Assignment Problem....Pages 598-609
Model-Assisted Steady-State Evolution Strategies....Pages 610-621
On the Optimization of Monotone Polynomials by the (1+1) EA and Randomized Local Search....Pages 622-633
A Forest Representation for Evolutionary Algorithms Applied to Network Design....Pages 634-635
Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis....Pages 636-637
The Principle of Maximum Entropy-Based Two-Phase Optimization of Fuzzy Controller by Evolutionary Programming....Pages 638-639
A Simple Evolution Strategy to Solve Constrained Optimization Problems....Pages 640-641
Effective Search of the Energy Landscape for Protein Folding....Pages 642-643
A Clustering Based Niching Method for Evolutionary Algorithms....Pages 644-645
A Hybrid Genetic Algorithm for the Capacitated Vehicle Routing Problem....Pages 646-656
An Evolutionary Approach to Capacitated Resource Distribution by a Multiple-Agent Team....Pages 657-668
A Hybrid Genetic Algorithm Based on Complete Graph Representation for the Sequential Ordering Problem....Pages 669-680
An Optimization Solution for Packet Scheduling: A Pipeline-Based Genetic Algorithm Accelerator....Pages 681-692
Generation and Optimization of Train Timetables Using Coevolution....Pages 693-694
Chromosome Reuse in Genetic Algorithms....Pages 695-705
Real-Parameter Genetic Algorithms for Finding Multiple Optimal Solutions in Multi-modal Optimization....Pages 706-717
An Adaptive Penalty Scheme for Steady-State Genetic Algorithms....Pages 718-729
Asynchronous Genetic Algorithms for Heterogeneous Networks Using Coarse-Grained Dataflow....Pages 730-741
A Generalized Feedforward Neural Network Architecture and Its Training Using Two Stochastic Search Methods....Pages 742-753
Ant-Based Crossover for Permutation Problems....Pages 754-765
Selection in the Presence of Noise....Pages 766-777
Effective Use of Directional Information in Multi-objective Evolutionary Computation....Pages 778-789
Pruning Neural Networks with Distribution Estimation Algorithms....Pages 790-800
Are Multiple Runs of Genetic Algorithms Better than One?....Pages 801-812
Constrained Multi-objective Optimization Using Steady State Genetic Algorithms....Pages 813-824
An Analysis of a Reordering Operator with Tournament Selection on a GA-Hard Problem....Pages 825-836
Tightness Time for the Linkage Learning Genetic Algorithm....Pages 837-849
A Hybrid Genetic Algorithm for the Hexagonal Tortoise Problem....Pages 850-861
Normalization in Genetic Algorithms....Pages 862-873
Coarse-Graining in Genetic Algorithms: Some Issues and Examples....Pages 874-885
Building a GA from Design Principles for Learning Bayesian Networks....Pages 886-897
A Method for Handling Numerical Attributes in GA-Based Inductive Concept Learners....Pages 898-908
Analysis of the (1+1) EA for a Dynamically Bitwise Changing OneMax ....Pages 909-921
Performance Evaluation and Population Reduction for a Self Adaptive Hybrid Genetic Algorithm (SAHGA)....Pages 922-933
Schema Analysis of Average Fitness in Multiplicative Landscape....Pages 934-947
On the Treewidth of NK Landscapes....Pages 948-954
Selection Intensity in Asynchronous Cellular Evolutionary Algorithms....Pages 955-966
A Case for Codons in Evolutionary Algorithms....Pages 967-978
Natural Coding: A More Efficient Representation for Evolutionary Learning....Pages 979-990
Hybridization of Estimation of Distribution Algorithms with a Repair Method for Solving Constraint Satisfaction Problems....Pages 991-1002
Efficient Linkage Discovery by Limited Probing....Pages 1003-1014
Distributed Probabilistic Model-Building Genetic Algorithm....Pages 1015-1028
HEMO: A Sustainable Multi-objective Evolutionary Optimization Framework....Pages 1029-1040
Using an Immune System Model to Explore Mate Selection in Genetic Algorithms....Pages 1041-1052
Designing a Hybrid Genetic Algorithm for the Linear Ordering Problem....Pages 1053-1064
A Similarity-Based Mating Scheme for Evolutionary Multiobjective Optimization....Pages 1065-1076
Evolutionary Multiobjective Optimization for Generating an Ensemble of Fuzzy Rule-Based Classifiers....Pages 1077-1088
Voronoi Diagrams Based Function Identification....Pages 1089-1100
New Usage of SOM for Genetic Algorithms....Pages 1101-1111
Problem-Independent Schema Synthesis for Genetic Algorithms....Pages 1112-1122
Investigation of the Fitness Landscapes and Multi-parent Crossover for Graph Bipartitioning....Pages 1123-1135
New Usage of Sammon’s Mapping for Genetic Visualization....Pages 1136-1147
Exploring a Two-Population Genetic Algorithm....Pages 1148-1159
Adaptive Elitist-Population Based Genetic Algorithm for Multimodal Function Optimization....Pages 1160-1171
Wise Breeding GA via Machine Learning Techniques for Function Optimization....Pages 1172-1183
Facts and Fallacies in Using Genetic Algorithms for Learning Clauses in First-Order Logic....Pages 1184-1195
Comparing Evolutionary Computation Techniques via Their Representation....Pages 1196-1209
Dispersion-Based Population Initialization....Pages 1210-1221
A Parallel Genetic Algorithm Based on Linkage Identification....Pages 1222-1233
Generalization of Dominance Relation-Based Replacement Rules for Memetic EMO Algorithms....Pages 1234-1245