Genetic Algorithm Essentials

Genetic Algorithm Essentials

This book introduces readers to genetic algorithms (GAs) with an emphasis on making the concepts, algorithms, and applications discussed as easy to understand as possible. Further, it avoids a great deal of formalisms and thus opens the subject to a broader audience in comparison to manuscripts overloaded by notations and equations.
The book is divided into three parts, the first of which provides an introduction to GAs, starting with basic concepts like evolutionary operators and continuing with an overview of strategies for tuning and controlling parameters. In turn, the second part focuses on solution space variants like multimodal, constrained, and multi-objective solution spaces. Lastly, the third part briefly introduces theoretical tools for GAs, the intersections and hybridizations with machine learning, and highlights selected promising applications.

Genetic Algorithm Essentials



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Genetic Algorithm Essentials


Genetic Algorithm Essentials Download Now Read Online

Author by : Oliver Kramer
Languange Used : en
Release Date : 2017-01-07
Publisher by : Springer






Genetic Algorithm Essentials


Genetic Algorithm Essentials Download Now Read Online

Author by : OLIVER. KRAMER
Languange Used : en
Release Date : 2019-01-27
Publisher by : Springer






Genetic Algorithm Essentials


Genetic Algorithm Essentials Download Now Read Online

Author by : Oliver Kramer
Languange Used : en
Release Date : 2017-01-13
Publisher by : Springer






Genetic Algorithms Data Structures Evolution Programs


Genetic Algorithms Data Structures Evolution Programs Download Now Read Online

Author by : Zbigniew Michalewicz
Languange Used : en
Release Date : 2013-03-09
Publisher by : Springer Science & Business Media






Genetic Algorithms For Machine Learning


Genetic Algorithms For Machine Learning Download Now Read Online

Author by : John J. Grefenstette
Languange Used : en
Release Date : 2012-12-06
Publisher by : Springer Science & Business Media






Evolutionary Optimization Algorithms


Evolutionary Optimization Algorithms Download Now Read Online

Author by : Dan Simon
Languange Used : en
Release Date : 2013-06-13
Publisher by : John Wiley & Sons






Optimization Of Pid Controllers Using Ant Colony And Genetic Algorithms


Optimization Of Pid Controllers Using Ant Colony And Genetic Algorithms Download Now Read Online

Author by : Muhammet Ünal
Languange Used : en
Release Date : 2012-09-13
Publisher by : Springer






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