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These proceedings contain the papers presented at the 5th Annual Genetic and EvolutionaryComputationConference(GECCO2003).Theconferencewasheld in Chicago, USA, July 12 16, 2003. A total of 417 papers were submitted to GECCO 2003. After a rigorous doubleblind reviewing process, 194 papers were accepted for full publication and oral presentation at the conference, resulting in an acceptance rate of 46.5%. An additional 92 submissions were accepted as posters with two-page extended abstracts included in these proceedings. This edition of GECCO was the union of the 8th Annual Genetic Progr- mingConference(whichhasmetannuallysince1996)andthe12thInternational Conference on Genetic Algorithms (which, with its ?rst meeting in 1985, is the longest running conference in the ?eld). Since 1999, these conferences have m- ged to produce a single large meeting that welcomes an increasingly wide array of topics related to genetic and evolutionary computation. Possibly the most visible innovation in GECCO 2003 was the publication of theproceedingswithSpringer-VerlagaspartoftheirLectureNotesinComputer Science series. This will make the proceedings available in many libraries as well asonline,wideningthedisseminationoftheresearchpresentedattheconference. OtherinnovationsincludedanewtrackonCoevolutionandArti?cialImmune Systems and the expansion of the DNA and Molecular Computing track to include quantum computation. In addition to the presentation of the papers contained in these proceedings, the conference included 13 workshops, 32 tutorials by leading specialists, and presentation of late-breaking papers. GECCO is sponsored by the International Society for Genetic and Evolut- nary Computation (ISGEC). The ISGEC by-laws contain explicit guidance on the organization of the conference, including the following principles: (i)GECCOshouldbeabroad-basedconferenceencompassingthewhole?eld of genetic and evolutionary computation.
Inhalt
A-Life, Adaptive Behavior, Agents, and Ant Colony Optimization.- Swarms in Dynamic Environments.- The Effect of Natural Selection on Phylogeny Reconstruction Algorithms.- AntClust: Ant Clustering and Web Usage Mining.- A Non-dominated Sorting Particle Swarm Optimizer for Multiobjective Optimization.- The Influence of Run-Time Limits on Choosing Ant System Parameters.- Emergence of Collective Behavior in Evolving Populations of Flying Agents.- On Role of Implicit Interaction and Explicit Communications in Emergence of Social Behavior in Continuous Predators-Prey Pursuit Problem.- Demonstrating the Evolution of Complex Genetic Representations: An Evolution of Artificial Plants.- Sexual Selection of Co-operation.- Optimization Using Particle Swarms with Near Neighbor Interactions.- Revisiting Elitism in Ant Colony Optimization.- A New Approach to Improve Particle Swarm Optimization.- A-Life, Adaptive Behavior, Agents, and Ant Colony Optimization Posters.- Clustering and Dynamic Data Visualization with Artificial Flying Insect.- Ant Colony Programming for Approximation Problems.- Long-Term Competition for Light in Plant Simulation.- Using Ants to Attack a Classical Cipher.- Comparison of Genetic Algorithm and Particle Swarm Optimizer When Evolving a Recurrent Neural Network.- Adaptation and Ruggedness in an Evolvability Landscape.- Study Diploid System by a Hamiltonian Cycle Problem Algorithm.- A Possible Mechanism of Repressing Cheating Mutants in Myxobacteria.- Tour Jeté, Pirouette: Dance Choreographing by Computers.- Multiobjective Optimization Using Ideas from the Clonal Selection Principle.- Artificial Immune Systems.- A Hybrid Immune Algorithm with Information Gain for the Graph Coloring Problem.- MILA Multilevel Immune Learning Algorithm.- The Effect of Binary Matching Rules in Negative Selection.- Immune Inspired Somatic Contiguous Hypermutation for Function Optimisation.- A Scalable Artificial Immune System Model for Dynamic Unsupervised Learning.- Developing an Immunity to Spam.- Artificial Immune Systems Posters.- A Novel Immune Anomaly Detection Technique Based on Negative Selection.- Visualization of Topic Distribution Based on Immune Network Model.- Spatial Formal Immune Network.- Coevolution.- Focusing versus Intransitivity Geometrical Aspects of Co-evolution.- Representation Development from Pareto-Coevolution.- Learning the Ideal Evaluation Function.- A Game-Theoretic Memory Mechanism for Coevolution.- The Paradox of the Plankton: Oscillations and Chaos in Multispecies Evolution.- Exploring the Explorative Advantage of the Cooperative Coevolutionary (1+1) EA.- PalmPrints: A Novel Co-evolutionary Algorithm for Clustering Finger Images.- Coevolution and Linear Genetic Programming for Visual Learning.- Finite Population Models of Co-evolution and Their Application to Haploidy versus Diploidy.- Evolving Keepaway Soccer Players through Task Decomposition.- Coevolution Posters.- A New Method of Multilayer Perceptron Encoding.- An Incremental and Non-generational Coevolutionary Algorithm.- Coevolutionary Convergence to Global Optima.- Generalized Extremal Optimization for Solving Complex Optimal Design Problems.- Coevolving Communication and Cooperation for Lattice Formation Tasks.- DNA, Molecular, and Quantum Computing.- Efficiency and Reliability of DNA-Based Memories.- Evolving Hogg's Quantum Algorithm Using Linear-Tree GP.- Hybrid Networks of Evolutionary Processors.- DNA-Like Genomes for Evolution in silico.- DNA, Molecular, and Quantum Computing Posters.- String Binding-Blocking Automata.- On Setting the Parameters of QEA for Practical Applications: Some Guidelines Based on Empirical Evidence.- Evolutionary Two-Dimensional DNA Sequence Alignment.- Evolvable Hardware.- Active Control of Thermoacoustic Instability in a Model Combustor with Neuromorphic Evolvable Hardware.- Hardware Evolution of Analog Speed Controllers for a DC Motor.- Evolvable Hardware Posters.- An Examination of Hypermutation and Random Immigrant Variants of mrCGA for Dynamic Environments.- Inherent Fault Tolerance in Evolved Sorting Networks.- Evolutionary Robotics.- Co-evolving Task-Dependent Visual Morphologies in Predator-Prey Experiments.- Integration of Genetic Programming and Reinforcement Learning for Real Robots.- Multi-objectivity as a Tool for Constructing Hierarchical Complexity.- Learning Biped Locomotion from First Principles on a Simulated Humanoid Robot Using Linear Genetic Programming.- Evolutionary Robotics Posters.- An Evolutionary Approach to Automatic Construction of the Structure in Hierarchical Reinforcement Learning.- Fractional Order Dynamical Phenomena in a GA.- Evolution Strategies/Evolutionary Programming.- Dimension-Independent Convergence Rate for Non-isotropic (1, ?) ES.- The Steady State Behavior of (?/? I, ?)-ES on Ellipsoidal Fitness Models Disturbed by Noise.- Theoretical Analysis of Simple Evolution Strategies in Quickly Changing Environments.- Evolutionary Computing as a Tool for Grammar Development.- Solving Distributed Asymmetric Constraint Satisfaction Problems Using an Evolutionary Society of Hill-Climbers.- Use of Multiobjective Optimization Concepts to Handle Constraints in Single-Objective Optimization.- Evolution Strategies with Exclusion-Based Selection Operators and a Fourier Series Auxiliary Function.- Ruin and Recreate Principle Based Approach for the Quadratic Assignment Problem.- Model-Assisted Steady-State Evolution Strategies.- On the Optimization of Monotone Polynomials by the (1+1) EA and Randomized Local Search.- Evolution Strategies/Evolutionary Programming Posters.- A Forest Representation for Evolutionary Algorithms Applied to Network Design.- Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis.- The Principle of Maximum Entropy-Based Two-Phase Optimization of Fuzzy Controller by Evolutionary Programming.- A Simple Evolution Strategy to Solve Constrained Optimization Problems.- Effective Search of the Energy Landscape for Protein F…