Multi-Objective Optimization Using Evolutionary Algorithms

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9780470743614: Multi-Objective Optimization Using Evolutionary Algorithms
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The Wiley Paperback Series makes valuable content more accessibleto a new generation of statisticians, mathematicians andscientists.

Evolutionary algorithms are very powerful techniques used tofind solutions to real-world search and optimization problems. Manyof these problems have multiple objectives, which leads to the needto obtain a set of optimal solutions, known as effective solutions.It has been found that using evolutionary algorithms is a highlyeffective way of finding multiple effective solutions in a singlesimulation run.

  1. Comrephensive coverage of this growing area of research.
  2. Carefully introduces each algorithm with examples and in-depthdiscussion.
  3. Includes many applications to real-world problems, includingengineering design and scheduling.
  4. Includes discussion of advanced topics and futureresearch.
  5. Accessible to those with limited knowledge of multi-objectiveoptimization and evolutionary algorithms

Provides an extensive discussion on the principles ofmulti-objective optimization and on a number of classicalapproaches.

This integrated presentation of theory, algorithms and exampleswill benefit those working in the areas of optimization, optimaldesign and evolutionary computing.

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From the Back Cover:

Multi-Objective Optimization using Evolutionary Algorithms

Kalyanmoy Deb
Indian Institute of Technology, Kanpur, India

The Wiley Paperback Series consists of selected books that havebeen made more accessible to consumers in an effort to increaseglobal appeal and general circulation. With these new unabridgedsoftcover volumes, Wiley hopes to extend the lives of these worksby making them available to future generations of statisticians,mathematicians and scientists.

Multi-Objective Optimization using Evolutionary Algorithms

Kalyanmoy Deb
Indian Institute of Technology, Kanpur, India

Evolutionary algorithms are very powerful techniques used tofind solutions to real-world search and optimization problems. Manyof these problems have multiple objectives, which leads to the needto obtain a set of optimal solutions, known as effective solutions.It has been found that using evolutionary algorithms is a highlyeffective way of finding multiple effective solutions in a singlesimulation run.

  1. Comrephensive coverage of this growing area of research.
  2. Carefully introduces each algorithm with examples and in-depthdiscussion.
  3. Includes many applications to real-world problems, includingengineering design and scheduling.
  4. Includes discussion of advanced topics and futureresearch.
  5. Accessible to those with limited knowledge of multi-objectiveoptimization and evolutionary algorithms

Provides an extensive discussion on the principles ofmulti-objective optimization and on a number of classicalapproaches.

This integrated presentation of theory, algorithms and exampleswill benefit those working in the areas of optimization, optimaldesign and evolutionary computing.

Review:

"Deb's book is complete, eminently readable, and the coverage is scholarly and thorough. It is my pleasure and duty to urge you to buy this book, read it, use it and enjoy it." (David E. Goldberg, University of Illinois at Urbana-Champaign, USA)

"...discusses two multi-objective optimization procedures, namely the ideal procedure and the preference-based one." (Zentralblatt MATH, Vol. 970, 2001/20)

Excerpt from Preface: "...provides an extensive discussion on the principles of multi-objective optimization and on a number of classical approaches." (Mathematical Reviews, 2002)

"...As a survey, this book is exemplary and forms an essential resource for EMO researchers at the present time." (Siam Review, Vol.44, No.3, 2002)

"...a readable account of a topic of current interest in operational research." (Mathematika, No.48, 2001)

??an outstandingly well-organized and clearly written account of the subject? (The Mathematical Gazette, July 2003)

"About this title" may belong to another edition of this title.

Other Popular Editions of the Same Title

9780471873396: Multi-Objective Optimization Using Evolutionary Algorithms

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ISBN 10:  047187339X ISBN 13:  9780471873396
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9788126528042: Multi-Objective Optimization Using Evolutionary Algorithms

Wiley ..., 2010
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9789814126854: Multi-Objective Optimization Using Evolutionary Algorithms

Wiley, 2001
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