Christopher R. Stephens (Volume ed.) / Marc Toussaint / Darrell Whitley / Peter F. Stadler

Foundations of Genetic Algorithms

9th International Workshop, FOGA 2007, Mexico City, Mexico, January 8-11, 2007, Revised Selected Papers
Herausgegeben:Stephens, Christopher R.; Toussaint, Marc; Whitley, Darrell; Stadler, Peter F.

• Broschiertes Buch

Produktbeschreibung

Inbreeding Properties of Geometric Crossover and Non-geometric Recombinations.- Just What Are Building Blocks?.- Sufficient Conditions for Coarse-Graining Evolutionary Dynamics.- On the Brittleness of Evolutionary Algorithms.- Mutative Self-adaptation on the Sharp and Parabolic Ridge.- Genericity of the Fixed Point Set for the Infinite Population Genetic Algorithm.- Neighborhood Graphs and Symmetric Genetic Operators.- Decomposition of Fitness Functions in Random Heuristic Search.- On the Effects of Bit-Wise Neutrality on Fitness Distance Correlation, Phenotypic Mutation Rates and Problem Hardness.- Continuous Optimisation Theory Made Easy? Finite-Element Models of Evolutionary Strategies, Genetic Algorithms and Particle Swarm Optimizers.- Saddles and Barrier in Landscapes of Generalized Search Operators.

Produktdetails

• Theoretical Computer Science and General Issues 4436
• Verlag: Springer / Springer Berlin Heidelberg / Springer, Berlin
• Artikelnr. des Verlages: 12087204, 978-3-540-73479-6
• Seitenzahl: 228
• Erscheinungstermin: 29. Juni 2007
• Englisch
• Abmessung: 235mm x 155mm x 13mm
• Gewicht: 351g
• ISBN-13: 9783540734796
• ISBN-10: 3540734791
• Artikelnr.: 22958661

Autorenporträt

Christopher R. Stephens, Universidad Nacional Autonoma de Mexico, Mexico / Marc Toussaint, TU Berlin, Germany / Darrell Whitley, Colorado State University, Fort Collins, CO, USA / Peter F. Stadler, University of Leipzig, Germany

Inhaltsangabe

Inbreeding Properties of Geometric Crossover and Non-geometric Recombinations.- Just What Are Building Blocks?.- Sufficient Conditions for Coarse-Graining Evolutionary Dynamics.- On the Brittleness of Evolutionary Algorithms.- Mutative Self-adaptation on the Sharp and Parabolic Ridge.- Genericity of the Fixed Point Set for the Infinite Population Genetic Algorithm.- Neighborhood Graphs and Symmetric Genetic Operators.- Decomposition of Fitness Functions in Random Heuristic Search.- On the Effects of Bit-Wise Neutrality on Fitness Distance Correlation, Phenotypic Mutation Rates and Problem Hardness.- Continuous Optimisation Theory Made Easy? Finite-Element Models of Evolutionary Strategies, Genetic Algorithms and Particle Swarm Optimizers.- Saddles and Barrier in Landscapes of Generalized Search Operators.