Evolutionary Optimization in Dynamic Environments

Name: Evolutionary Optimization in Dynamic Environments
Brand: Springer, Berlin
SKU: 9781461353003
Price: 210.57 EUR
Availability: InStock

Автор: Jürgen Branke

Език:

Корици: С меки корици

Издател: Springer, Berlin

Наличност: Външен склад

Изпращаме след 5-8 дни

210.57 € 411.83 лв

Evolutionary Algorithms (EAs) have grown into a mature field of research in optimization, and have p...

Информация за книгата

Автор

Jürgen Branke

Език

Английски език

Корици

Книга - С меки корици

Издадена

2013

страници

208

EAN

9781461353003

ISBN

1461353009

Enbook ID

06796281

Издател

Springer, Berlin

Теглоt

355

Размери

155 x 235 x 12

Пълно описание

Evolutionary Algorithms (EAs) have grown into a mature field of research in optimization, and have proven to be effective and robust problem solvers for a broad range of static real-world optimization problems. Yet, since they are based on the principles of natural evolution, and since natural evolution is a dynamic process in a changing environment, EAs are also well suited to dynamic optimization problems. Evolutionary Optimization in Dynamic Environments is the first comprehensive work on the application of EAs to dynamic optimization problems. It provides an extensive survey on research in the area and shows how EAs can be successfully used to §continuously and efficiently adapt a solution to a changing environment, §find a good trade-off between solution quality and adaptation cost, §find robust solutions whose quality is insensitive to changes in the environment, §find flexible solutions which are not only good but that can be easily adapted when necessary. All four aspects are treated in this book, providing a holistic view on the challenges and opportunities when applying EAs to dynamic optimization problems. The comprehensive and up-to-date coverage of the subject, together with details of latest original research, makes Evolutionary Optimization in Dynamic Environments an invaluable resource for researchers and professionals who are dealing with dynamic and stochastic optimization problems, and who are interested in applying local search heuristics, such as evolutionary algorithms.

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Evolutionary Optimization in Dynamic Environments

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също