Towards a New Evolutionary Computation : Advances on Estimation of Distribution Algorithms epub
Towards a New Evolutionary Computation : Advances on Estimation of Distribution Algorithms epub
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Author: Jose A Lozano
Page Count: 310 pages
Published Date: 25 Nov 2010
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Publication Country: Berlin, Germany
Language: English
ISBN: 9783642067044
File size: 45 Mb
Download Link: towards a new evolutionary computation advances on estimation of distribution algorithms
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Estimation of Distribution Algorithms (EDAs) are a set of algorithms in the Evolutionary Computation (EC) field characterized by the use of explicit probability distributions in optimization. Contrarily to other EC techniques such as the broadly known Genetic Algorithms (GAs) in EDAs, the crossover and mutation operators are substituted by the sampling of a distribution previously learnt from the selected individuals. EDAs have experienced a high development that has transformed them into an established discipline within the EC field. This book attracts the interest of new researchers in the EC field as well as in other optimization disciplines, and that it becomes a reference for all of us working on this topic. The twelve chapters of this book can be divided into those that endeavor to set a sound theoretical basis for EDAs, those that broaden the methodology of EDAs and finally those that have an applied objective.
Read online Towards a New Evolutionary Computation : Advances on Estimation of Distribution Algorithms Buy Towards a New Evolutionary Computation : Advances on Estimation of Distribution Algorithms Download and read Towards a New Evolutionary Computation : Advances on Estimation of Distribution Algorithms ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent Download to iPad/iPhone/iOS, B&N nook Towards a New Evolutionary Computation : Advances on Estimation of Distribution Algorithms ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
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Towards a New Evolutionary Computation : Advances on Estimation of Distribution Algorithms. Jose A Lozano
Author: Jose A Lozano
Page Count: 310 pages
Published Date: 25 Nov 2010
Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Publication Country: Berlin, Germany
Language: English
ISBN: 9783642067044
File size: 45 Mb
Download Link: towards a new evolutionary computation advances on estimation of distribution algorithms
---------------------------------------------------------------
Estimation of Distribution Algorithms (EDAs) are a set of algorithms in the Evolutionary Computation (EC) field characterized by the use of explicit probability distributions in optimization. Contrarily to other EC techniques such as the broadly known Genetic Algorithms (GAs) in EDAs, the crossover and mutation operators are substituted by the sampling of a distribution previously learnt from the selected individuals. EDAs have experienced a high development that has transformed them into an established discipline within the EC field. This book attracts the interest of new researchers in the EC field as well as in other optimization disciplines, and that it becomes a reference for all of us working on this topic. The twelve chapters of this book can be divided into those that endeavor to set a sound theoretical basis for EDAs, those that broaden the methodology of EDAs and finally those that have an applied objective.
Read online Towards a New Evolutionary Computation : Advances on Estimation of Distribution Algorithms Buy Towards a New Evolutionary Computation : Advances on Estimation of Distribution Algorithms Download and read Towards a New Evolutionary Computation : Advances on Estimation of Distribution Algorithms ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent Download to iPad/iPhone/iOS, B&N nook Towards a New Evolutionary Computation : Advances on Estimation of Distribution Algorithms ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
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Vielvolkerreich Und Nationalitatenproblem - Die Idee Von Nation Und Kulturautonomie Im Werk Otto Bauers pdf
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