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CRC Press Evolutionary Computation: Techniques and Applications

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Description

Master the fundamentals and advanced methods of evolutionary algorithms with this comprehensive guide from CRC Press. Edited by industry professionals with years of experience, this book provides a deep dive into the theory of evolutionary computation, covering essential concepts like single- and multi-objective optimization. Beyond theoretical foundations, this text explores how these algorithms function in practical settings. You will learn about the working principles of new and popular evolutionary algorithms, as well as nontraditional techniques. By studying various case studies, you can see how these computational methods are applied to both scientific research and real-world problems. Whether you are studying computer science architecture or looking to implement optimization techniques in your own work, this book offers exhaustive coverage of the field. It serves as a valuable resource for understanding how evolutionary computation can be used to solve complex problems across many different industries.

Key Features

Learn the core theory of evolutionary algorithms and optimization methods including single- and multi-objective approaches.

Explore the working principles behind new and popular evolutionary algorithms used in modern computing.

Gain practical knowledge through detailed case studies covering both scientific research and real-world applications.

Access exhaustive coverage of nontraditional evolutionary techniques to expand your technical expertise.

Study content curated by experienced professionals to ensure high-quality information on evolutionary computation.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
17 July 2016
Listed Since
10 September 2015

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