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Multi-Objective Optimization Using Evolutionary Algorithms
(Now in Third Print) Exercise problems (Ammendment for the first print) Kalyanmoy Deb, Indian Institute of Technology Kanpur, India Publisher : Chichester, UK : Wiley Pages : 497 SBN : 0-471-87339-X Table of Contents |
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The above book is now available from John Wiley & Sons, London. and also avaiable from amazon.com and from amazon.co.uk. One of the niches of evolutionary algorithms in solving search and optimization problems is the elegance and efficiency in which they can solve multi-objective optimization problems. Multi-objective optimization deals with multiple and often conflicting objectives, thereby resulting in a set of optimal solutions instead of a single optimal solution. This book is the first comprehensive book introducing multi-objective optimization, classical multi-objective optimization methods, evolutionary algorithms, and immediate research topics in the emerging field of multi-objective evolutionary algorithms.
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The highlights of the book:
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Reviews on the book:
- "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)
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Multi-Objective Optimization Using Evolutionary Algorithms
Exercise problems (Ammendment for the first print) Kalyanmoy Deb, Indian Institute of Technology Kanpur, India Publisher : John Wiley & Sons (ASIA) Pte Ltd. Singapore Pages : 515 ISBN : 9814-12-685-3 |
| This Wiley Singapore Edition is part of a continuing program of paperbound textbooks especially designed for students in developing countries at a reduced price. It is an unabridged reprinting of the original edition. This book is for sale in Bangladesh, Myanmar, India, Indonesia, Nepal, Pakistan, Philippines, Sri Lanka, Vietnam. |
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Optimization For Engineering Design : Algorithms and Examples
(Now in Fifth print) Fortran Codes of book Kalyanmoy Deb, Indian Institute of Technology Kanpur, India Pages : 396 Publisher : Prentice Hall of India, New Delhi ISBN : 81-203-0943-X The book is also available from amazon.co.uk. |
| The book is available from Prentice-Hall of India Pvt. Ltd. Presents a number of traditional and nontraditional (genetic algorithms and simulated annealing) optimization techniques in an easy-to-understand step-by-step format. Minimum but yet complete mathematics is used to make concept clear. Algorithms are supported with numerical examples and computer codes. Suitable for senior/graduate students in mechanical, production and chemical engineering, this book can also be used for any optimization courses offered in other branches of engineering. |
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Genetic and Evolutionary Computation Conference - GECCO 2004
Seattle, WA, USA, June 26-30, 2004 Deb, K.; Poli, R.; Banzhaf, W.; Beyer, H.-G.; Burke, E.; Darwen, P.; Dasgupta, D.; Floreano, D.; Foster, J.; Harman, M.; Holland, O.; Lanzi, P.L.; Spector, L.; Tettamanzi, A.; Thierens, D.; Tyrrell, A.(Eds.) Publisher : Springer-Verlag, Berlin, 2004, Lecture Notes in Computer Science 3102/3103 ISBN: 3-540-22343-6 |
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The two volume set LNCS 3102/3103 constitutes the refereed proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2004, held in Seattle, WA, USA, in June 2004. The 230 revised full papers and 104 poster papers presented were carefully reviewed and selected from 460 submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; artificial immune systems, biological applications; coevolution; evolutionary robotics; evolution strategies and evolutionary programming; evolvable hardware; genetic algorithms; genetic programming; learning classifier systems; real world applications; and search-based software engineering. |
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Evolutionary Multi-Criterion Optimization
Second International Conference, EMO 2003 Faro, Portugal, April 2003, Proceedings Carlos M. Fonseca, Peter J. F eming, Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele (Eds.) Publisher : Springer-Verlag, Berlin, 2003, Lecture Notes in Computer Science 2632 |
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The proceedings of the second international conference on Evolutionary Multi-Criterion Optimization have been published in the LNCS (Lecture Notes in Computer Science 2632)series by Springer Verlag. The book contains the carefully reviewed 56 papers organized in topical section on algorithm improvements, performance assessment and comparison, constraint handling and problem decomposition, uncertainty and noise, hybrid and alternative methods, scheduling, and applications of multi-objective optimization in a variety of fields. on algorithm improvements, performance assessment and comparison, constraint handling and problem decomposition, uncertainty and noise, hybrid and alternative methods, scheduling, and applications of multi-objective optimization in a variety of fields. |
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Evolutionary Multi-Criterion Optimization
First International Conference, EMO 2001 Zurich, Switzerland, March 2001, Proceedings. Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele, Carlos A. Coello Coello, David Corne (Eds.) Publisher : Springer-Verlag, Berlin, 2001, Lecture Notes in Computer Science |
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The proceedings of the first international conference on Evolutionary Multi-Criterion Optimization have been published in the LNCS (Lecture Notes in Computer Science)series by Springer Verlag. The book contains the carefully reviewed 45 papers organized in topical section on algorithm improvements, performance assessment and comparison, constraint handling and problem decomposition, uncertainty and noise, hybrid and alternative methods, scheduling, and applications of multi-objective optimization in a variety of fields. on algorithm improvements, performance assessment and comparison, constraint handling and problem decomposition, uncertainty and noise, hybrid and alternative methods, scheduling, and applications of multi-objective optimization in a variety of fields. Two tutorials survey and invited papers are also included. |
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Genetic Programming 97:Proceedings of the 2nd Annual Conference on Genetic Programming
Koza, John, Kalyanmoy Deb, Marco Dorigo, David B. Fogel, Max Garzon, Hitoshi Iba, Rick L. Riolo (Eds.). Publisher : Academic Press. Morgan Kaufmann ISBN:1558604839. |
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The proceedings present the recent research topics and results in the field of Genetic programming. The topics included are Theoretical foundations of genetic programming, applications of genetic programming, evolution of machine language programs, genetic algorithms, evolutionary programming, DNA computing and many more. |
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Genetic Programming 1998
Koza, John, Wolfgang Banzhaf, Kumar Chellapilla, Kalyanmoy Deb, Marco Dorigo, David Fogel, Max Garzon, David Goldberg, Hitoshi (Eds.) Publisher : San Francisco, California. Paperback. 1998. ISBN: 1558605487. |
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Proceedings of the Annual Conference on Genetic Programming. It presents the recent research in the field of genetic programming as well in the fields of genetic algorithms, artificial life and evolution strategies, DNA computing, evolvable hardware, and genetic learning classifier systems. |
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Parallel Problem Solving from Nature-PPSN VI
Marc Schoenauer, Kalyanmoy Deb, Gunter Rudolph, xin Yao, Evelyne Lutton Juan Julian Merelo Hans-Paul Schwefel (Eds.) Publisher : Springer-Verlag Lecture Notes in Computer Science |
| Proceedings of the Biannual conference focuses on problem solving paradigms imitating natural models. These proceedings include a wide variety of sections. Some of them are Analysis and theory of EAs, Genetic Programming, Scheduling, Constraint handling techniques, hardware implementation of EAs, Multi-objective optimization etc. |
| Handbook of Evolutionary Computation
Kalyanmoy Deb (Associate Editor) Publisher : Oxford University Press, 1997 |
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This monogram is a unique and comprehensive and comprehensive collection on evolutionary computation methods. |
