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Soft Computing For Complex Multiple Criteria Decision Making [electronic resource] / by Ignacy Kaliszewski.

By: Contributor(s): Series: International Series in Operations Research & Management Science ; 85Publisher: Boston, MA : Springer US, 2006Description: XX, 172 p. 48 illus. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9780387301778
Subject(s): Genre/Form: Additional physical formats: Printed edition:: No titleDDC classification:
  • 658.40301 23
LOC classification:
  • HD30.23
Online resources:
Contents:
Preliminaries -- MCDM - Basic Tools -- MCDM Interactive Methods - An Overview -- Universal MCDM Interface -- Generic Interactive MCDM Support Scheme -- Bounds on Outcome Components -- Bounds on Global Trade-Offs -- Soft Computing for Complex MCDM Problems.
In: Springer eBooksSummary: 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.
Item type: eBooks
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Preliminaries -- MCDM - Basic Tools -- MCDM Interactive Methods - An Overview -- Universal MCDM Interface -- Generic Interactive MCDM Support Scheme -- Bounds on Outcome Components -- Bounds on Global Trade-Offs -- Soft Computing for Complex MCDM Problems.

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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