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Evolutionary Computation for Modeling and Optimization - Daniel Ashlock
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Evolutionary Computation for Modeling and Optimization - gebrauchtes Buch

ISBN: 9781441919694

ID: 9781441919694

Evolutionary Computation for Optimization and Modeling is an introduction to evolutionary computation, a field which includes genetic algorithms, evolutionary programming, evolution strategies, and genetic programming. The text is a survey of some application of evolutionary algorithms. It introduces mutation, crossover, design issues of selection and replacement methods, the issue of populations size, and the question of design of the fitness function. It also includes a methodological Evolutionary Computation for Optimization and Modeling is an introduction to evolutionary computation, a field which includes genetic algorithms, evolutionary programming, evolution strategies, and genetic programming. The text is a survey of some application of evolutionary algorithms. It introduces mutation, crossover, design issues of selection and replacement methods, the issue of populations size, and the question of design of the fitness function. It also includes a methodological material on efficient implementation. Some of the other topics in this book include the design of simple evolutionary algorithms, applications to several types of optimization, evolutionary robotics, simple evolutionary neural computation, and several types of automatic programming including genetic programming. The book gives applications to biology and bioinformatics and introduces a number of tools that can be used in biological modeling, including evolutionary game theory. Advanced techniques such as cellular encoding, grammar based encoding, and graph based evolutionary algorithms are also covered. This book presents a large number of homework problems, projects, and experiments, with a goal of illustrating single aspects of evolutionary computation and comparing different methods. Its readership is intended for an undergraduate or first-year graduate course in evolutionary computation for computer science, engineering, or other computational science students. Engineering, computer science, and applied math students will find this book a useful guide to using evolutionary algorithms as a problem solving tool. Textbooks New, Books~~Computers~~Intelligence (AI) & Semantics, Evolutionary-Computation-for-Modeling-and-Optimization~~Daniel-Ashlock, 999999999, Evolutionary Computation for Modeling and Optimization, Daniel Ashlock, 1441919694, Springer New York, , , , , Springer New York

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ISBN: 9781441919694

Evolutionary Computation for Optimization and Modeling is an introduction to evolutionary computation, a field which includes genetic algorithms, evolutionary programming, evolution strategies, and genetic programming. The text is a survey of some application of evolutionary algorithms. It introduces mutation, crossover, design issues of selection and replacement methods, the issue of populations size, and the question of design of the fitness function. It also includes a methodological material on efficient implementation. Some of the other topics in this book include the design of simple evolutionary algorithms, applications to several types of optimization, evolutionary robotics, simple evolutionary neural computation, and several types of automatic programming including genetic programming. The book gives applications to biology and bioinformatics and introduces a number of tools that can be used in biological modeling, including evolutionary game theory. Advanced techniques such as cellular encoding, grammar based encoding, and graph based evolutionary algorithms are also covered. This book presents a large number of homework problems, projects, and experiments, with a goal of illustrating single aspects of evolutionary computation and comparing different methods. Its readership is intended for an undergraduate or first-year graduate course in evolutionary computation for computer science, engineering, or other computational science students. Engineering, computer science, and applied math students will find this book a useful guide to using evolutionary algorithms as a problem solving tool. Textbooks New Books ~~ Computers~~ Intelligence (AI) & Semantics Evolutionary-Computation-for-Modeling-and-Optimization~~Daniel-Ashlock Springer New York Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets.Lots of applications and test problems, including a biotechnology chapter.

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Evolutionary Computation for Modeling and Optimization - Taschenbuch

2010

ISBN: 1441919694

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Internationaler Buchtitel. In englischer Sprache. Verlag: Springer-Verlag GmbH, Paperback, 592 Seiten, L=235mm, B=155mm, H=31mm, Gew.=883gr, [GR: 16230 - HC/Mathematik/Grundlagen], Kartoniert/Broschiert, Klappentext: Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets.Lots of applications and test problems, including a biotechnology chapter. Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets.Lots of applications and test problems, including a biotechnology chapter.

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Evolutionary Computation for Modeling and Optimization - Daniel Ashlock
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Daniel Ashlock:
Evolutionary Computation for Modeling and Optimization - neues Buch

ISBN: 9781441919694

Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets.Lots of applications and test problems, including a biotechnology chapter. Daniel Ashlock, Books, Evolutionary Computation for Modeling and Optimization Books Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets.Lots of applications and test problems, including a biotechnology chapter.

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Evolutionary Computation for Modeling and Optimization
Autor:

Ashlock, Daniel

Titel:

Evolutionary Computation for Modeling and Optimization

ISBN-Nummer:

1441919694

Concentrates on developing intuition about evolutionary computation and problem solving skills and tool sets.Lots of applications and test problems, including a biotechnology chapter.

Detailangaben zum Buch - Evolutionary Computation for Modeling and Optimization


EAN (ISBN-13): 9781441919694
ISBN (ISBN-10): 1441919694
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Springer-Verlag GmbH
592 Seiten
Gewicht: 0,883 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 10.07.2012 14:26:56
Buch zuletzt gefunden am 17.08.2015 01:47:04
ISBN/EAN: 1441919694

ISBN - alternative Schreibweisen:
1-4419-1969-4, 978-1-4419-1969-4

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