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Soft Computing For Complex Multiple Criteria Decision Making

By: Kaliszewski, Ignacy [author.].
Contributor(s): SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: International Series in Operations Research & Management Science: 85Publisher: Boston, MA : Springer US, 2006.Description: XX, 172 p. 48 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9780387301778.Subject(s): Business | Production management | Operations research | Decision making | Computers | Mathematical models | Mathematical optimization | Engineering economics | Engineering economy | Business and Management | Operation Research/Decision Theory | Theory of Computation | Optimization | Engineering Economics, Organization, Logistics, Marketing | Mathematical Modeling and Industrial Mathematics | Operations ManagementDDC classification: 658.40301 Online resources: Click here to access online
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.
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E books E books PK Kelkar Library, IIT Kanpur
Available EBK5527
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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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