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Multiobjective Problem Solving from Nature: From Concepts to Applications (Natural Computing Series) [Hardcover]

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Item description for Multiobjective Problem Solving from Nature: From Concepts to Applications (Natural Computing Series) by Joshua Knowles...

Multiobjective problems involve several competing measures of solution quality, and multiobjective evolutionary algorithms (MOEAs) and multiobjective problem solving have become important topics of research in the evolutionary computation community over the past 10 years. This is an advanced text aimed at researchers and practitioners in the area of search and optimization.

The book focuses on how MOEAs and related techniques can be used to solve problems, particularly in the disciplines of science and engineering. Contributions by leading researchers show how the concepts of multiobjective optimization can be used to reformulate and resolve problems in broad areas such as constrained optimization, coevolution, classification, inverse modelling and design. The book is distinguished from other texts on MOEAs in that it is not primarily about the algorithms, nor specific applications, but about the concepts and processes involved in solving problems using a multiobjective approach. Each chapter contributes to the central, deep concepts and themes of the book: evaluating the utility of the multiobjective approach; discussing alternative problem formulations; showing how problem formulation affects the search process; and examining solution selection and decision making.

The book will be of benefit to researchers, practitioners and graduate students engaged with optimization-based problem solving. For multiobjective optimization experts, the book is an up-to-date account of emerging and advanced topics; for others, the book indicates how the multiobjective approach can lead to fresh insights.





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Item Specifications...


Pages   412
Est. Packaging Dimensions:   Length: 9.45" Width: 6.3" Height: 0.79"
Weight:   1.59 lbs.
Binding  Hardcover
Release Date   Jan 28, 2008
Publisher   Springer
ISBN  3540729631  
ISBN13  9783540729631  


Availability  1 units.
Availability accurate as of Jan 23, 2017 08:32.
Usually ships within one to two business days from La Vergne, TN.
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Product Categories

1Books > Bargain Books > Children > Science, Nature & How It Works
2Books > Bargain Books > Science & Nature
3Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Computer Mathematics
4Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > General
5Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Machine Learning
6Books > Subjects > Computers & Internet > Computer Science > Artificial Intelligence > Theory of Computing
7Books > Subjects > Computers & Internet > General
8Books > Subjects > Professional & Technical > Professional Science > Mathematics > Applied > Linear Programming
9Books > Subjects > Science > Mathematics > Applied > Linear Programming
10Books > Subjects > Science > Mathematics > General



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