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Multi-Objective Optimization Using Evolutionary Algorithms by Deb Kalyanmoy

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ISBN
9780471873396

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Product Identifiers

Publisher
Wiley & Sons, Incorporated, John
ISBN-10
047187339X
ISBN-13
9780471873396
eBay Product ID (ePID)
26038288250

Product Key Features

Number of Pages
536 Pages
Publication Name
Multi-Objective Optimization Using Evolutionary Algorithms
Language
English
Publication Year
2001
Subject
Programming / General, Applied, Optimization
Type
Textbook
Subject Area
Mathematics, Computers
Author
Kalyanmoy Deb
Series
Wiley Interscience Series in Systems and Optimization Ser.
Format
Hardcover

Dimensions

Item Height
1.4 in
Item Weight
39.1 Oz
Item Length
9.9 in
Item Width
6.9 in

Additional Product Features

Intended Audience
Scholarly & Professional
LCCN
2001-022514
Reviews
"...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), "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)
Series Volume Number
16
Illustrated
Yes
Table Of Content
Foreword xv Preface xvii 1 Prologue 1 2 Multi-Objective Optimization 13 3 Classical Methods 49 4 Evolutionary Algorithms 81 5 Non-Elitist Multi-Objective Evolutionary Algorithms 171 6 Elitist Multi-Objective Evolutionary Algorithms 239 7 Constrained Multi-Objective Evolutionary Algorithms 289 8 Salient Issues of Multi-Objective Evolutionary Algorithms 315 9 Applications of Multi-Objective Evolutionary Algorithms 447 10 Epilogue 481 References 489 Index 509
Synopsis
Optimierung mit mehreren Zielen, evolutionäre Algorithmen: Dieses Buch wendet sich vorrangig an Einsteiger, denn es werden kaum Vorkenntnisse vorausgesetzt. Geboten werden alle notwendigen Grundlagen, um die Theorie auf Probleme der Ingenieurtechnik, der Vorhersage und der Planung anzuwenden. Der Autor gibt auch einen Ausblick auf Forschungsaufgaben der Zukunft., Evolutionary algorithms are very powerful techniques used to find solutions to real-world search and optimization problems. Many of these problems have multiple objectives, which leads to the need to obtain a set of optimal solutions, known as effective solutions. It has been found that using evolutionary algorithms is a highly effective way of finding multiple effective solutions in a single simulation run. Comprehensive coverage of this growing area of research Carefully introduces each algorithm with examples and in-depth discussion Includes many applications to real-world problems, including engineering design anf scheduling Accessible to those with limited knowledge of multi-objective optimization and evolutionary algorithms This integrated presentation of theory, algorithms and examples will benefit those working and researching in the areas of optimization, optimal design anf evolutionary computing. "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, Evolutionary algorithms are relatively new, powerful techniques used to find solutions to many real-world search and optimization problems. Focusing on these "thinking" algorithms, this book offers comprehensive coverage of these techniques, which are highly effective in finding multiple effective solutions in a single simulation run., Evolutionary algorithms are relatively new, but very powerful techniques used to find solutions to many real-world search and optimization problems. Many of these problems have multiple objectives, which leads to the need to obtain a set of optimal solutions, known as effective solutions. It has been found that using evolutionary algorithms is a highly effective way of finding multiple effective solutions in a single simulation run. Comprehensive coverage of this growing area of research Carefully introduces each algorithm with examples and in-depth discussion Includes many applications to real-world problems, including engineering design and scheduling Includes discussion of advanced topics and future research Can be used as a course text or for self-study Accessible to those with limited knowledge of classical multi-objective optimization and evolutionary algorithms The integrated presentation of theory, algorithms and examples will benefit those working and researching in the areas of optimization, optimal design and evolutionary computing. This text provides an excellent introduction to the use of evolutionary algorithms in multi-objective optimization, allowing use as a graduate course text or for self-study.
LC Classification Number
QA402.5.D32 2001

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    First I must write that for being a vintage paperback, it was in excellent condition, which was true to the description and multiple pictures. Not a bad price either. The response was quick, shipping was fast and the book was very well wrapped and packaged. All around a great experience, highly recommend this seller. A++! Thank you!
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    I apologize for my tardiness in posting feedback. The seller did a superb job! I received my book five days after ordering, and it arrived in better condition than "very good"; along with its cd as advertised. The seller took care with packaging, which I appreciate:) They also priced this out of print book about pionus parrots very fairly in my opinion, and I deeply appreciate the chance to finally read it!
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