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Könyv Representations for Genetic and Evolutionary Algorithms Franz Rothlauf

Representations for Genetic and Evolutionary Algorithms

Szerző: Franz Rothlauf
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
57 690 Ft
In the field of genetic and evolutionary algorithms (GEAs), a large amount of theory and empirical s...

Információk a könyvről

Szerző
Franz Rothlauf
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2010
oldal
325
EAN
9783642064104
ISBN
3642064108
Enbook ID
01651664
Kiadó
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Súly
528
Méretek
155 x 235 x 19

Teljes leírás

In the field of genetic and evolutionary algorithms (GEAs), a large amount of theory and empirical study has focused on operators and test problems, while problem representation has often been taken as given. This book breaks away from this tradition and provides a comprehensive overview on the influence of problem representations on GEA performance.The book summarizes existing knowledge regarding problem representations and describes how basic properties of representations, such as redundancy, scaling, or locality, influence the performance of GEAs and other heuristic optimization methods. Using the developed theory, representations can be analyzed and designed in a theory-guided matter. The theoretical concepts are used for solving integer optimization problems and network design problems more efficiently.The book is written in an easy-to-read style and is intended for researchers, practitioners, and students who want to learn about representations. This second edition extends the analysis of the basic properties of representations and introduces a new chapter on the analysis of direct representations.

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