Genetic and Evolutionary Computation - GECCO 2004 (häftad)
Häftad (Paperback / softback)
Antal sidor
2004 ed.
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Deb, Kalyanmoy (ed.), Poli, Riccardo (ed.), Banzhaf, Wolfgang (ed.)
C, 1448 p. In 2 volumes, not available separately.
Part II
Antal komponenter
2 Paperback / softbacks
Genetic and Evolutionary Computation - GECCO 2004 (häftad)

Genetic and Evolutionary Computation - GECCO 2004

Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004 Proceedings, Part II

Häftad Engelska, 2004-06-01
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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.
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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 Stu