Genetic and evolutionary computation - GECCO 2004 : Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004 : proceedings

著者

• Genetic and Evolutionary Computation Conference
• Deb, Kalyanmoy

書誌事項

Genetic and evolutionary computation - GECCO 2004 : Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004 : proceedings

Kalyanmoy Deb ... [et al.] (eds.)

（Lecture notes in computer science, 3102-3103）

Springer, c2004

• pt. 1, v. 1
• pt. 1, v. 2
• pt. 2, v. 1
• pt. 2, v. 2

タイトル別名

Genetic and evolutionary computation - GECCO 2004 : Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 2004 : proceedings

注記

"These proceedings contain the papers presented at the sixth annual Genetic and Evolutionary Computation Conference (GECCO 2004)"--Pref

Includes bibliographical references and indexes

内容説明・目次

巻冊次

pt. 2, v. 2 ISBN 9783540223436

内容説明

The two volume set LNCS 3102/3103 constitutes the refereed proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2004, held in Seattle, WA, USA, in June 2004. The 230 revised full papers and 104 poster papers presented were carefully reviewed and selected from 460 submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; artificial immune systems, biological applications; coevolution; evolutionary robotics; evolution strategies and evolutionary programming; evolvable hardware; genetic algorithms; genetic programming; learning classifier systems; real world applications; and search-based software engineering.

目次

Genetic Algorithms (Continued).- PID Controller Tuning for Stable and Unstable Processes Applying GA.- Dynamic Uniform Scaling for Multiobjective Genetic Algorithms.- Parameter-Less Hierarchical BOA.- Computational Complexity and Simulation of Rare Events of Ising Spin Glasses.- Fitness Inheritance in the Bayesian Optimization Algorithm.- Limit Cycle Prediction in Multivariable Nonlinear Systems Using Genetic Algorithms.- Evolving Reusable Neural Modules.- How Are We Doing? Predicting Evolutionary Algorithm Performance.- of a New Selection Parameter in Genetic Algorithm for Constrained Reliability Design Problems.- Improving the Performance of a Genetic Algorithm Using a Variable-Reordering Algorithm.- Designing Competent Mutation Operators Via Probabilistic Model Building of Neighborhoods.- Let's Get Ready to Rumble: Crossover Versus Mutation Head to Head.- Classification with Scaled Genetic Algorithms in a Coevolutionary Setting.- New Epistasis Measures for Detecting Independently Optimizable Partitions of Variables.- Clustering with Niching Genetic K-means Algorithm.- A Comparison of Genetic Programming and Genetic Algorithms in the Design of a Robust, Saturated Control System.- Upper Bounds on the Time and Space Complexity of Optimizing Additively Separable Functions.- Winnowing Wheat from Chaff: The Chunking GA.- An Effective Chromosome Representation for Evolving Flexible Job Shop Schedules.- Linkage Identification by Nonlinearity Check for Real-Coded Genetic Algorithms.- Population-Based Iterated Local Search: Restricting Neighborhood Search by Crossover.- Modeling Dependencies of Loci with String Classification According to Fitness Differences.- The Edge-Set Encoding Revisited: On the Bias of a Direct Representation for Trees.- A Gene Based Adaptive Mutation Strategy for Genetic Algorithms.- Subthreshold-Seeking Behavior and Robust Local Search.- Ruffled by Ridges: How Evolutionary Algorithms Can Fail.- Non-stationary Subtasks Can Improve Diversity in Stationary Tasks.- The Shifting Balance Genetic Algorithm as More than Just Another Island Model GA.- Bistability of the Needle Function in the Presence of Truncation Selection.- An Estimation of Distribution Algorithm Based on Maximum Entropy.- Dependency Structure Matrix Analysis: Offline Utility of the Dependency Structure Matrix Genetic Algorithm.- Toward an Understanding of the Quality and Efficiency of Model Building for Genetic Algorithms.- Genetic Algorithms - Posters.- Sexual and Asexual Paradigms in Evolution: The Implications for Genetic Algorithms.- Mutation Rates in the Context of Hybrid Genetic Algorithms.- Systematic Integration of Parameterized Local Search Techniques in Evolutionary Algorithms.- Comparative Molecular Binding Energy Analysis of HIV-1 Protease Inhibitors Using Genetic Algorithm-Based Partial Least Squares Method.- Controlled Content Crossover: A New Crossover Scheme and Its Application to Optical Network Component Allocation Problem.- Efficient and Reliable Evolutionary Multiobjective Optimization Using ?-Dominance Archiving and Adaptive Population Sizing.- Heuristic Methods for Solving Euclidean Non-uniform Steiner Tree Problems.- Automating Evolutionary Art in the Style of Mondrian.- Mutation Can Improve the Search Capability of Estimation of Distribution Algorithms.- Neural Network Normalization for Genetic Search.- Distance Measures in Genetic Algorithms.- Analysis of a Parallel MOEA Solving the Multi-objective Quadratic Assignment Problem.- Evolving Features in Neural Networks for System Identification.- A Bio-inspired Genetic Algorithm with a Self-Organizing Genome: The RBF-Gene Model.- Evolving Spike-Train Processors.- A Philosophical Essay on Life and Its Connections with Genetic Algorithms.- An Architecture for Massive Parallelization of the Compact Genetic Algorithm.- An Evolutionary Technique for Multicriterial Optimization Based on Endocrine Paradigm.- Evolving Golomb Rulers.- Populating Genomes in a Dynamic Grid.- Empirical Study of Population Diversity in Permutation-Based Genetic Algorithm.- Genetic Programming.- A Demonstration of Neural Programming Applied to Non-Markovian Problems.- Evolving En-Route Caching Strategies for the Internet.- Grammatical Constant Creation.- Memetic Crossover for Genetic Programming: Evolution Through Imitation.- Virtual Ramping of Genetic Programming Populations.- Evolving Local Search Heuristics for SAT Using Genetic Programming.- Shortcomings with Tree-Structured Edge Encodings for Neural Networks.- Adapting Representation in Genetic Programming.- A Descriptive Encoding Language for Evolving Modular Neural Networks.- Run Transferable Libraries - Learning Functional Bias in Problem Domains.- Using Genetic Programming to Obtain a Closed-Form Approximation to a Recursive Function.- Comparison of Selection Strategies for Evolutionary Quantum Circuit Design.- Evolving Quantum Circuits and Programs Through Genetic Programming.- On Multi-class Classification by Way of Niching.- On the Strength of Size Limits in Linear Genetic Programming.- Softening the Structural Difficulty in Genetic Programming with TAG-Based Representation and Insertion/Deletion Operators.- ?Grammatical Evolution.- Alternative Bloat Control Methods.- Robotic Control Using Hierarchical Genetic Programming.- A Competitive Building Block Hypothesis.- Dynamic Limits for Bloat Control.- On Naive Crossover Biases with Reproduction for Simple Solutions to Classification Problems.- Fitness Clouds and Problem Hardness in Genetic Programming.- Genetic Programming - Posters.- Improving Generalisation Performance Through Multiobjective Parsimony Enforcement.- Using GP to Model Contextual Human Behavior.- A Comparison of Hybrid Incremental Reuse Strategies for Reinforcement Learning in Genetic Programming.- Humanoid Robot Programming Based on CBR Augmented GP.- Genetic Network Programming with Reinforcement Learning and Its Performance Evaluation.- Multi-agent Cooperation Using Genetic Network Programming with Automatically Defined Groups.- Chemical Genetic Programming - Coevolution Between Genotypic Strings and Phenotypic Trees.- A Study of the Role of Single Node Mutation in Genetic Programming.- Multi-branches Genetic Programming as a Tool for Function Approximation.- Hierarchical Breeding Control for Efficient Topology/Parameter Evolution.- Keeping the Diversity with Small Populations Using Logic-Based Genetic Programming.- Learning Classifier Systems.- Analysis and Improvements of the Adaptive Discretization Intervals Knowledge Representation.- Bounding Learning Time in XCS.- Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems.- System Level Hardware-Software Design Exploration with XCS.- Parameter Adaptation within Co-adaptive Learning Classifier Systems.- High Classification Accuracy Does Not Imply Effective Genetic Search.- Mixed Decision Trees: Minimizing Knowledge Representation Bias in LCS.- Improving MACS Thanks to a Comparison with 2TBNs.- Classifier Systems for Continuous Payoff Environments.- Learning Classifier Systems - Poster.- Confidence and Support Classification Using Genetically Programmed Neural Logic Networks.- Real World Applications.- An Evolutionary Constraint Satisfaction Solution for Over the Cell Channel Routing.- Solution to the Fixed Airbase Problem for Autonomous URAV Site Visitation Sequencing.- Inflight Rerouting for an Unmanned Aerial Vehicle.- Memetic Optimization of Video Chain Designs.- A Broad and Narrow Approach to Interactive Evolutionary Design - An Aircraft Design Example.- Feature Synthesis Using Genetic Programming for Face Expression Recognition.- An Enhanced Genetic Algorithm for DNA Sequencing by Hybridization with Positive and Negative Errors.- Unveiling Optimal Operating Conditions for an Epoxy Polymerization Process Using Multi-objective Evolutionary Computation.- Efficient Clustering-Based Genetic Algorithms in Chemical Kinetic Modelling.- An Informed Operator Based Genetic Algorithm for Tuning the Reaction Rate Parameters of Chemical Kinetics Mechanisms.- Transfer of Neuroevolved Controllers in Unstable Domains.- Evolving Wavelets Using a Coevolutionary Genetic Algorithm and Lifting.- Optimization of Constructive Solid Geometry Via a Tree-Based Multi-objective Genetic Algorithm.- Co-evolutionary Agent Self-Organization for City Traffic Congestion Modeling.- Validating a Model of Colon Colouration Using an Evolution Strategy with Adaptive Approximations.- Evolution-Based Deliberative Planning for Cooperating Unmanned Ground Vehicles in a Dynamic Environment.- Optimized Design of MEMS by Evolutionary Multi-objective Optimization with Interactive Evolutionary Computation.- Hybrid Genetic Algorithms for Multi-Objective Optimisation of Water Distribution Networks.- A Hybrid Genetic Approach for Circuit Bipartitioning.- Lagrange Multiplier Method for Multi-campaign Assignment Problem.- Biomass Inferential Sensor Based on Ensemble of Models Generated by Genetic Programming.- CellNet Co-Ev: Evolving Better Pattern Recognizers Using Competitive Co-evolution.- Evolutionary Ensemble for Stock Prediction.- Discovery of Human-Competitive Image Texture Feature Extraction Programs Using Genetic Programming.- Evolutionary Drug Scheduling Model for Cancer Chemotherapy.- An Island-Based GA Implementation for VLSI Standard-Cell Placement.- Exploratory Data Analysis with Interactive Evolution.- Designing Multiplicative General Parameter Filters Using Adaptive Genetic Algorithms.- Reducing the Cost of the Hybrid Evolutionary Algorithm with Image Local Response in Electronic Imaging.- The Lens Design Using the CMA-ES Algorithm.- Automatic Synthesis of an 802.11a Wireless LAN Antenna Using Genetic Programming.- A Generic Network Design for a Closed-Loop Supply Chain Using Genetic Algorithm.- Evolving a Roving Eye for Go.- Comparing Discrete and Continuous Genotypes on the Constrained Portfolio Selection Problem.- Learning Environment for Life Time Value Calculation of Customers in Insurance Domain.- Multiple Species Weighted Voting - A Genetics-Based Machine Learning System.- Object Oriented Design and Implementation of a General Evolutionary Algorithm.- Generating Multiaxis Tool Paths for Die and Mold Making with Evolutionary Algorithms.- Real World Applications - Posters.- Tackling an Inverse Problem from the Petroleum Industry with a Genetic Algorithm for Sampling.- A Genetic Approach for Generating Good Linear Block Error-Correcting Codes.- Genetic Fuzzy Discretization for Classification Problems.- A Genetic Algorithm for the Shortest Common Superstring Problem.- A Genetic Algorithm to Improve Agent-Oriented Natural Language Interpreters.- Optimization of Gaussian Mixture Model Parameters for Speaker Identification.- Network Intrusion Detection Using Genetic Clustering.- Enhanced Innovation: A Fusion of Chance Discovery and Evolutionary Computation to Foster Creative Processes and Decision Making.- Development of a Genetic Algorithm for Optimization of Nanoalloys.- Empirical Performance Evaluation of a Parameter-Free GA for JSSP.- A Caching Genetic Algorithm for Spectral Breakpoint Matching.- Multi-agent Simulation of Airline Travel Markets.- Improved Niching and Encoding Strategies for Clustering Noisy Data Sets.- A Multi-objective Approach to Configuring Embedded System Architectures.- Achieving Shorter Search Times in Voice Conversion Using Interactive Evolution.- Predicting Healthcare Costs Using Classifiers.- Generating Compact Rough Cluster Descriptions Using an Evolutionary Algorithm.- An Evolutionary Meta Hierarchical Scheduler for the Linux Operating System.- An Evolutionary Algorithm for Parameters Identification in Parabolic Systems.- Search-Based Software Engineering.- How to Overcome the Equivalent Mutant Problem and Achieve Tailored Selective Mutation Using Co-evolution.- Evaluating Evolutionary Testability with Software-Measurements.- Hybridizing Evolutionary Testing with the Chaining Approach.- Using Interconnection Style Rules to Infer Software Architecture Relations.- Finding Effective Software Metrics to Classify Maintainability Using a Parallel Genetic Algorithm.- Evaluation of Different Fitness Functions for the Evolutionary Testing of an Autonomous Parking System.- Search Based Automatic Test-Data Generation at an Architectural Level.- Search-Based Software Engineering - Posters.- Search-Based Techniques for Optimizing Software Project Resource Allocation.- Applying Evolutionary Testing to Search for Critical Defects.- Input Sequence Generation for Testing of Communicating Finite State Machines (CFSMs).- TDSGen: An Environment Based on Hybrid Genetic Algorithms for Generation of Test Data.

巻冊次

pt. 1, v. 2 ISBN 9783540223443

内容説明

The two volume set LNCS 3102/3103 constitutes the refereed proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2004, held in Seattle, WA, USA, in June 2004. The 230 revised full papers and 104 poster papers presented were carefully reviewed and selected from 460 submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; artificial immune systems, biological applications; coevolution; evolutionary robotics; evolution strategies and evolutionary programming; evolvable hardware; genetic algorithms; genetic programming; learning classifier systems; real world applications; and search-based software engineering.

目次

A-Life, Adaptive Behavior, Agents, and Ant Colony Optimization.- Efficient Evaluation Functions for Multi-rover Systems.- A Particle Swarm Model of Organizational Adaptation.- Finding Maximum Cliques with Distributed Ants.- Ant System for the k-Cardinality Tree Problem.- A Hybrid Ant Colony Optimisation Technique for Dynamic Vehicle Routing.- Cooperative Problem Solving Using an Agent-Based Market.- Cultural Evolution for Sequential Decision Tasks: Evolving Tic-Tac-Toe Players in Multi-agent Systems.- Artificial Life and Natural Intelligence.- Bluenome: A Novel Developmental Model of Artificial Morphogenesis.- Adaptively Choosing Neighbourhood Bests Using Species in a Particle Swarm Optimizer for Multimodal Function Optimization.- Better Spread and Convergence: Particle Swarm Multiobjective Optimization Using the Maximin Fitness Function.- Evolving a Self-Repairing, Self-Regulating, French Flag Organism.- The Kalman Swarm.- Adaptive and Evolvable Network Services.- Grammatical Swarm.- A New Universal Cellular Automaton Discovered by Evolutionary Algorithms.- An Interactive Artificial Ant Approach to Non-photorealistic Rendering.- Automatic Creation of Team-Control Plans Using an Assignment Branch in Genetic Programming.- Implications of Epigenetic Learning Via Modification of Histones on Performance of Genetic Programming.- Using Clustering Techniques to Improve the Performance of a Multi-objective Particle Swarm Optimizer.- SWAF: Swarm Algorithm Framework for Numerical Optimization.- A-Life, Adaptive Behavior, Agents, and Ant Colony Optimization - Posters.- Autonomous Agent for Multi-objective Optimization.- An Evolved Autonomous Controller for Satellite Task Scheduling.- Multi-agent Foreign Exchange Market Modelling Via GP.- An Evolutionary Autonomous Agent with Visual Cortex and Recurrent Spiking Columnar Neural Network.- Arguments for ACO's Success.- Solving Engineering Design Problems by Social Cognitive Optimization.- Artificial Immune Systems.- Vulnerability Analysis of Immunity-Based Intrusion Detection Systems Using Evolutionary Hackers.- Constructing Detectors in Schema Complementary Space for Anomaly Detection.- Real-Valued Negative Selection Algorithm with Variable-Sized Detectors.- An Investigation of R-Chunk Detector Generation on Higher Alphabets.- A Comment on Opt-AiNET: An Immune Network Algorithm for Optimisation.- Artificial Immune Systems - Posters.- A Novel Immune Feedback Control Algorithm and Its Applications.- Biological Applications.- Computer-Aided Peptide Evolution for Virtual Drug Design.- Automating Genetic Network Inference with Minimal Physical Experimentation Using Coevolution.- A Genetic Approach for Gene Selection on Microarray Expression Data.- Fuzzy Dominance Based Multi-objective GA-Simplex Hybrid Algorithms Applied to Gene Network Models.- Selection-Insertion Schemes in Genetic Algorithms for the Flexible Ligand Docking Problem.- A GA Approach to the Definition of Regulatory Signals in Genomic Sequences.- Systems Biology Modeling in Human Genetics Using Petri Nets and Grammatical Evolution.- Evolutionary Computation Techniques for Optimizing Fuzzy Cognitive Maps in Radiation Therapy Systems.- Identification of Informative Genes for Molecular Classification Using Probabilistic Model Building Genetic Algorithm.- GA-Facilitated Knowledge Discovery and Pattern Recognition Optimization Applied to the Biochemistry of Protein Solvation.- Genetic Programming Neural Networks as a Bioinformatics Tool for Human Genetics.- Evolving Better Multiple Sequence Alignments.- Optimizing Topology and Parameters of Gene Regulatory Network Models from Time-Series Experiments.- Comparing Genetic Programming and Evolution Strategies on Inferring Gene Regulatory Networks.- An Evolutionary Approach with Pharmacophore-Based Scoring Functions for Virtual Database Screening.- Biological Applications - Posters.- Statistical Test-Based Evolutionary Segmentation of Yeast Genome.- Equilibrium and Extinction in a Trisexual Diploid Mating System: An Investigation.- On Parameterizing Models of Antigen-Antibody Binding Dynamics on Surfaces - A Genetic Algorithm Approach and the Need for Speed.- Is the Predicted ESS in the Sequential Assessment Game Evolvable?.- Coevolution.- Automated Extraction of Problem Structure.- Modeling Coevolutionary Genetic Algorithms on Two-Bit Landscapes: Random Partnering.- The Incremental Pareto-Coevolution Archive.- A Cooperative Coevolutionary Multiobjective Algorithm Using Non-dominated Sorting.- Predicting Genetic Drift in 2x2 Games.- Similarities Between Co-evolution and Learning Classifier Systems and Their Applications.- A Sensitivity Analysis of a Cooperative Coevolutionary Algorithm Biased for Optimization.- Coevolution - Posters.- A Population-Differential Method of Monitoring Success and Failure in Coevolution.- Cooperative Coevolution Fusion for Moving Object Detection.- Evolutionary Robotics.- Learning to Acquire Autonomous Behavior-Cooperation by Humanoid Robots.- Evolved Motor Primitives and Sequences in a Hierarchical Recurrent Neural Network.- Robot Trajectory Planning Using Multi-objective Genetic Algorithm Optimization.- Evolution, Robustness, and Adaptation of Sidewinding Locomotion of Simulated Snake-Like Robot.- Evolutionary Robotics - Poster.- Evolution Tunes Coevolution: Modelling Robot Cognition Mechanisms.- Evolution Strategies/Evolutionary Programming.- On the Complexity to Approach Optimum Solutions by Inhomogeneous Markov Chains.- Actuator Noise in Recombinant Evolution Strategies on General Quadratic Fitness Models.- Convergence Examples of a Filter-Based Evolutionary Algorithm.- Node-Depth Encoding for Evolutionary Algorithms Applied to Network Design.- Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles.- An Improved Diversity Mechanism for Solving Constrained Optimization Problems Using a Multimembered Evolution Strategy.- Randomized Local Search, Evolutionary Algorithms, and the Minimum Spanning Tree Problem.- An Evolution Strategy Using a Continuous Version of the Gray-Code Neighbourhood Distribution.- A Novel Multi-objective Orthogonal Simulated Annealing Algorithm for Solving Multi-objective Optimization Problems with a Large Number of Parameters.- On the Choice of the Population Size.- An Analysis of the (?+1) EA on Simple Pseudo-Boolean Functions.- Program Evolution by Integrating EDP and GP.- Evolution Strategies/Evolutionary Programming - Posters.- A Step Size Preserving Directed Mutation Operator.- A Comparison of Several Algorithms and Representations for Single Objective Optimization.- Towards a Generally Applicable Self-Adapting Hybridization of Evolutionary Algorithms.- Evolvable Hardware.- High Temperature Experiments for Circuit Self-Recovery.- The Emergence of Ontogenic Scaffolding in a Stochastic Development Environment.- A Reconfigurable Chip for Evolvable Hardware.- Genetic Algorithms.- Experimental Evaluation of Discretization Schemes for Rule Induction.- Real-Coded Bayesian Optimization Algorithm: Bringing the Strength of BOA into the Continuous World.- Training Neural Networks with GA Hybrid Algorithms.- Growth Curves and Takeover Time in Distributed Evolutionary Algorithms.- Simultaneity Matrix for Solving Hierarchically Decomposable Functions.- Metaheuristics for Natural Language Tagging.- An Effective Real-Parameter Genetic Algorithm with Parent Centric Normal Crossover for Multimodal Optimisation.- Looking Under the EA Hood with Price's Equation.- Distribution of Evolutionary Algorithms in Heterogeneous Networks.- A Statistical Model of GA Dynamics for the OneMax Problem.- Adaptive Sampling for Noisy Problems.- Feature Subset Selection, Class Separability, and Genetic Algorithms.- Introducing Subchromosome Representations to the Linkage Learning Genetic Algorithm.- Interactive One-Max Problem Allows to Compare the Performance of Interactive and Human-Based Genetic Algorithms.- Polynomial Approximation of Survival Probabilities Under Multi-point Crossover.- Evolving Genotype to Phenotype Mappings with a Multiple-Chromosome Genetic Algorithm.- What Basis for Genetic Dynamics?.- Exploiting Modularity, Hierarchy, and Repetition in Variable-Length Problems.- Optimal Operating Conditions for Overhead Crane Maneuvering Using Multi-objective Evolutionary Algorithms.- Efficiently Solving: A Large-Scale Integer Linear Program Using a Customized Genetic Algorithm.- Using a Genetic Algorithm to Design and Improve Storage Area Network Architectures.- Distributed Constraint Satisfaction, Restricted Recombination, and Hybrid Genetic Search.- Analysis of the (1 + 1) EA for a Noisy OneMax.- A Polynomial Upper Bound for a Mutation-Based Algorithm on the Two-Dimensional Ising Model.- The Ising Model on the Ring: Mutation Versus Recombination.- Effects of Module Encapsulation in Repetitively Modular Genotypes on the Search Space.- Modeling Selection Intensity for Toroidal Cellular Evolutionary Algorithms.- Evolution of Fuzzy Rule Based Classifiers.- Self Adaptation of Operator Rates in Evolutionary Algorithms.- PolyEDA: Combining Estimation of Distribution Algorithms and Linear Inequality Constraints.- Improving the Locality Properties of Binary Representations.- Schema Disruption in Chromosomes That Are Structured as Binary Trees.- The Royal Road Not Taken: A Re-examination of the Reasons for GA Failure on R1.- Robust and Efficient Genetic Algorithms with Hierarchical Niching and a Sustainable Evolutionary Computation Model.- A Systematic Study of Genetic Algorithms with Genotype Editing.- Some Issues on the Implementation of Local Search in Evolutionary Multiobjective Optimization.- Mating Scheme for Controlling the Diversity-Convergence Balance for Multiobjective Optimization.- Encoding Bounded-Diameter Spanning Trees with Permutations and with Random Keys.- Three Evolutionary Codings of Rectilinear Steiner Arborescences.- Central Point Crossover for Neuro-genetic Hybrids.- Combining a Memetic Algorithm with Integer Programming to Solve the Prize-Collecting Steiner Tree Problem.- On the Evolution of Analog Electronic Circuits Using Building Blocks on a CMOS FPTA.- Parameter-Less Optimization with the Extended Compact Genetic Algorithm and Iterated Local Search.- Comparing Search Algorithms for the Temperature Inversion Problem.- Inequality's Arrow: The Role of Greed and Order in Genetic Algorithms.- Trap Avoidance in Strategic Computer Game Playing with Case Injected Genetic Algorithms.- Topological Interpretation of Crossover.- Simple Population Replacement Strategies for a Steady-State Multi-objective Evolutionary Algorithm.- Dynamic and Scalable Evolutionary Data Mining: An Approach Based on a Self-Adaptive Multiple Expression Mechanism.- Crossover, Population Dynamics, and Convergence in the GAuGE System.- Inducing Sequentiality Using Grammatical Genetic Codes.

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詳細情報

• NII書誌ID(NCID): BB26706810
• ISBN:
  • 9783540223443
  • 9783540223443
  • 9783540223436
  • 9783540223436
• LCCN: 2004107860
• 出版国コード: gw
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Berlin
• ページ数/冊数: 4 v.
• 大きさ: 24 cm
• 分類:
  • LCC : QA76.618
  • DC21 : 005.1
• 件名:
  • LCSH : Electronic digital computers -- Programming
  • LCSH : Evolutionary programming (Computer science) -- Congresses
  • LCSH : Genetic algorithms -- Congresses
• 親書誌ID:
  • BA00009279