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Foundations of Genetic Algorithms [electronic resource] :9th International Workshop, FOGA 2007, Mexico City, Mexico, January 8-11, 2007, Revised Selected Papers /

Contributor(s): Stephens, Christopher R [editor.] | Toussaint, Marc [editor.] | Whitley, Darrell [editor.] | Stadler, Peter F [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 4436Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.Description: X, 216 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783540734826.Subject(s): Computer science | Computers | Algorithms | Artificial intelligence | Bioinformatics | Evolutionary biology | Biomathematics | Computer Science | Computation by Abstract Devices | Algorithm Analysis and Problem Complexity | Artificial Intelligence (incl. Robotics) | Computational Biology/Bioinformatics | Evolutionary Biology | Genetics and Population DynamicsOnline resources: Click here to access online
Contents:
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.
In: Springer eBooks
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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.

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