Evolutionary Computation for Modeling and Optimization
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ISBN-13:
9781441919694
Veröffentl:
2010
Einband:
Paperback
Erscheinungsdatum:
15.10.2010
Seiten:
592
Autor:
Daniel Ashlock
Gewicht:
885 g
Format:
235x155x32 mm
Sprache:
Englisch
Beschreibung:
Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets.Lots of applications and test problems, including a biotechnology chapter.
An Overview of Evolutionary Computation.- Designing Simple Evolutionary Algorithms.- Optimizing Real-Valued Functions.- Sunburn: Coevolving Strings.- Small Neural Nets : Symbots.- Evolving Finite State Automata.- Ordered Structures.- Plus-One-Recall-Store.- Fitting to Data.- Tartarus: Discrete Robotics.- Evolving Logic Functions.- ISAc List: Alternative Genetic Programming.- Graph-Based Evolutionary Algorithms.- Cellular Encoding.- Application to Bioinformatics.
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