Genetic Algorithms and Genetic Programming
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portes grátis
Genetic Algorithms and Genetic Programming
Modern Concepts and Practical Applications
Wagner, Stefan; Beham, Andreas; Affenzeller, Michael; Winkler, Stephan
Taylor & Francis Ltd
04/2018
400
Mole
Inglês
9781138114272
15 a 20 dias
740
Descrição não disponível.
Introduction. Simulating Evolution: Basics about Genetic Algorithms. Evolving Programs: Genetic Programming. Problems and Success Factors. Preservation of Relevant Building Blocks. SASEGASA-More Than the Sum of All Parts. Analysis of Population Dynamics. Characteristics of Offspring Selection and the RAPGA. Combinatorial Optimization: Route Planning. Evolutionary System Identification. Applications of Genetic Algorithms: Combinatorial Optimization. Data-Based Modeling with Genetic Programming. Conclusion and Outlook. Symbols and Abbreviations. References. Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Michael Affenzeller;genetic algorithms;genetic programming;GA Theory;GP Schema theories;time series analysis;population diversity;Heuristic lab;Crossover Operators;Standard GA;Capacitated Vehicle Routing Problem;Building Block Hypothesis;Global Optimal Solution;Schema Theorem;Combinatorial Optimization Problems;GP Population;GP Test;Data Set;Island Model;GA Application;Parallel GAs;Roc Curve;Solution Candidates;VRP;Sequential GA;Melanoma Data Set;Parent Tours;M2 M1;Linear Rank Selection;Savings Heuristic;Test Series;TSP Instance
Introduction. Simulating Evolution: Basics about Genetic Algorithms. Evolving Programs: Genetic Programming. Problems and Success Factors. Preservation of Relevant Building Blocks. SASEGASA-More Than the Sum of All Parts. Analysis of Population Dynamics. Characteristics of Offspring Selection and the RAPGA. Combinatorial Optimization: Route Planning. Evolutionary System Identification. Applications of Genetic Algorithms: Combinatorial Optimization. Data-Based Modeling with Genetic Programming. Conclusion and Outlook. Symbols and Abbreviations. References. Index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Michael Affenzeller;genetic algorithms;genetic programming;GA Theory;GP Schema theories;time series analysis;population diversity;Heuristic lab;Crossover Operators;Standard GA;Capacitated Vehicle Routing Problem;Building Block Hypothesis;Global Optimal Solution;Schema Theorem;Combinatorial Optimization Problems;GP Population;GP Test;Data Set;Island Model;GA Application;Parallel GAs;Roc Curve;Solution Candidates;VRP;Sequential GA;Melanoma Data Set;Parent Tours;M2 M1;Linear Rank Selection;Savings Heuristic;Test Series;TSP Instance
