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Kniha Coevolutionary Computation and Its Applications Xin Yao

Coevolutionary Computation and Its Applications

Autor: Xin Yao, Siang Yew Chong
Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer, Berlin
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
199.78 €
This book introduces the fundamentals of Coevolutionary Computation and presents new methodologies t...

Informácie o knihe

Autor
Xin Yao, Siang Yew Chong
Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2025
Stránok
406
EAN
9789819628407
Enbook ID
47145101
Vydavateľ
Springer, Berlin
Hmotnosť
865
Rozmery
155 x 235

Kompletný popis

This book introduces the fundamentals of Coevolutionary Computation and presents new methodologies that are developed and then employed for modern real-world problem-solving in various applications across different domains. It is structured in three main parts to support the anticipated general and frequent usage of the book. In particular, the reader is able to obtain a quick and general introduction on the principles of coevolution in Part I, and then go over in detail the specifics how coevolutionary principles are exploited and applied to solve specific problems in the relevant chapters of Parts II and III. In this manner, Part I will introduce the fundamentals in Coevolutionary Computation with no assumption made on familiarity with Evolutionary Computation literature. These fundamentals include key concepts and operational principles of both evolutionary and coevolutionary processes that are modelled as iterative algorithms and systems implementable in computing machines. Parts II and III contain various applications of coevolution to problems that are framed in the context of optimization and learning, respectively. Detailed procedural implementations are provided for those methodologies as well as analysis that highlight the improvements they bring about over conventional techniques.  

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