Artificial Evolution: 9th International Conference Evolution Artificielle, Ea 2009, Strasbourg, France, October 26-28 2009 Revised Selected Papers: 5975 - Brossura

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ISBN 10: 3642141552 ISBN 13: 9783642141553

Casa editrice: Springer-Verlag New York Inc, 2010

Riassunto

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Su questo libro

Contenuti:

Theory.- Extremal Optimization Dynamics in Neutral Landscapes: The Royal Road Case.- Improving the Scalability of EA Techniques: A Case Study in Clustering.- Ant Colony Optimization.- MC-ANT: A Multi-Colony Ant Algorithm.- Applications.- Artificial Evolution for 3D PET Reconstruction.- A Hybrid Genetic Algorithm/Variable Neighborhood Search Approach to Maximizing Residual Bandwidth of Links for Route Planning.- Parallelization of an Evolutionary Algorithm on a Platform with Multi-core Processors.- On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error.- Combinatorial Optimization.- Memetic Algorithms for Constructing Binary Covering Arrays of Strength Three.- A Priori Knowledge Integration in Evolutionary Optimization.- Robotics.- On-Line, On-Board Evolution of Robot Controllers.- The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms.- Multi-objective Optimization.- An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP.- Alternative Fitness Assignment Methods for Many-Objective Optimization Problems.- Genetic Programming.- Evolving Efficient List Search Algorithms.- Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression.- Genetic-Programming Based Prediction of Data Compression Saving.- Machine Learning.- On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning.

Su questa edizione

• Editore: Springer-Verlag New York Inc
• Data di pubblicazione: 2010
• ISBN 10: 3642141552
• ISBN 13: 9783642141553
• Rilegatura: Copertina flessibile
• Numero di pagine: 205
• Redattore: Collet Pierre, Monmarche Nicolas, Legrand Pierrick, Schoenauer Marc, Lutton Evelyne