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Könyv Advances in Evolutionary Algorithms Chang Wook Ahn

Advances in Evolutionary Algorithms

Theory, Design and Practice

Szerző: Chang Wook Ahn
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer, Berlin
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
38 357 Ft
Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimi...

Információk a könyvről

Szerző
Chang Wook Ahn
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2010
oldal
172
EAN
9783642068607
ISBN
364206860X
Enbook ID
01652062
Kiadó
Springer, Berlin
Súly
501
Méretek
156 x 234 x 10

Teljes leírás

Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. This book provides effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms.Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal of this book is to provide effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employing evolutionary mechanisms. In this regard, five significant issues have been investigated: §Bridging the gap between theory and practice of GEAs, thereby providing practical design guidelines. §Demonstrating the practical use of the suggested road map. §Offering a useful tool to significantly enhance the exploratory power in time-constrained and memory-limited applications. §Providing a class of promising procedures that are capable of scalably solving hard problems in the continuous domain. §Opening an important track for multiobjective GEA research that relies on decomposition principle. §This book serves to play a decisive role in bringing forth a paradigm shift in future evolutionary computation.

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