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Sanchez, Ernesto; Squillero, Giovanni; Tonda, Alberto - Industrial Applications of Evolutionary Algorithms - 9783642443466 - V9783642443466
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Industrial Applications of Evolutionary Algorithms

€ 126.26
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Description for Industrial Applications of Evolutionary Algorithms Paperback. Ideal as a reference both for experienced users and novices, this publication combines a thorough introduction to evolutionary computation with details of its application to real-world problems and advice on tackling a wealth of issues in its implementation. Series: Intelligent Systems Reference Library. Num Pages: 144 pages, biography. BIC Classification: TBJ; UYQ. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 10. Weight in Grams: 231.

"Industrial applications of evolutionary algorithms" is intended as a resource for both experienced users of evolutionary algorithms and researchers that are beginning to approach these fascinating optimization techniques.

Experienced users will find interesting details of real-world problems, advice on solving issues related to fitness computation or modeling, and suggestions on how to set the appropriate parameters to reach optimal solutions.

Beginners will find a thorough introduction to evolutionary computation, and a complete presentation of several classes of evolutionary algorithms exploited to solve different problems. Inside, scholars will find useful examples on how to fill the gap between purely theoretical examples and industrial ... Read more

The collection of case studies presented is also extremely appealing for anyone interested in Evolutionary Computation, but without direct access to extensive technical literature on the subject.

After the introduction, each chapter in the book presents a test case, and is organized so that it can be read independently from the rest: all the information needed to understand the problem and the approach is reported in each part. Chapters are grouped by three themes of particular interest for real-world applications, namely prototype-based validation, reliability and test generation.

The authors hope that this volume will help to expose the flexibility and efficiency of evolutionary techniques, encouraging more companies to adopt them; and that, most of all, you will enjoy your reading.

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Product Details

Format
Paperback
Publication date
2014
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
144
Condition
New
Series
Intelligent Systems Reference Library
Number of Pages
130
Place of Publication
Berlin, Germany
ISBN
9783642443466
SKU
V9783642443466
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

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