Soft Computing for Complex Multiple Criteria Decision Making (International Series in Operations Research & Management Science)

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9780387302430: Soft Computing for Complex Multiple Criteria Decision Making (International Series in Operations Research & Management Science)
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This book concentrates on providing technical tools to make the user of Multiple Criteria Decision Making (MCDM) methodologies independent of bulky optimization computations. These bulky computations have been a necessary, but limiting, characteristic of interactive MCDM methodologies and algorithms. The book removes these limitations of MCDM problems by reducing a problem's computational complexity. The result is a wider and more functional general framework for presenting, teaching, implementing and applying a wide range of MCDM methodologies.

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There are numerous books on Multiple Criteria Decision Making. Soft Computing for Complex Multiple Criteria Decision Making concentrates on providing technical (meaning formal, mathematical, algorithmical) tools to make the user of Multiple Criteria Decision Making methodologies independent of bulky optimization computations. These bulky computations up to now have been a necessary, but limiting, characteristic of interactive MCDM methodologies and algorithms. This book removes these limitations of MCDM problems by reducing a problem's computational complexity. The book systematically applies the approximate ― soft ― treatments to major MCDM solving methodologies. As a result, it provides a wider and more functional general framework for presenting, teaching, implementing and applying a wide range of MCDM methodologies. The book seeks to provide a stimulus for a broader development and application of MCDM methods.

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"The book deals with several topics of multicriteria analysis (MCA). ... Each chapter has annotated references which provide good guidelines for further reading. The bibliography covers the topics presented in the book well. ... The book therefore can be recommended ... for both researchers and practitioners concerned with MCA methods. Readers interested in specific issues related to the topics covered by the book may enjoy the way in which the author shares his thoughts and experience." (Marek Makowski, Mathematical Reviews, Issue 2008 g)

"Soft Computing for Complex Multiple Criteria Decision Making (MCDM) is the 85th volume in the International Series in Operations Research & Management Science. The book ... is aimed at academics and other researchers, doctoral students, and sophisticated users ... . Overall, the book describes technical concepts clearly and presents these concepts along with clarifying figures and examples. ... I also recommend this book to academics as an introduction to the field ... ." (Yael Grushka-Cockayne, Interfaces, Vol. 37 (6), 2007)

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