Fuzzy Sets and Interactive Multiobjective Optimization

Language: English

Published by Humana, 1993

0306443376 / 9780306443374

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nach der Bestellung gedruckt Neuware - Printed after ordering - The main characteristics of the real-world decision-making problems facing humans today are multidimensional and have multiple objectives including eco nomic, environmental, social, and technical ones. Hence, it seems natural that the consideration of many objectives in the actual decision-making process re quires multiobjective approaches rather than single-objective. One ofthe major systems-analytic multiobjective approaches to decision-making under constraints is multiobjective optimization as a generalization of traditional single-objective optimization. Although multiobjective optimization problems differ from single objective optimization problems only in the plurality of objective functions, it is significant to realize that multiple objectives are often noncom mensurable and conflict with each other in multiobjective optimization problems. With this ob servation, in multiobjective optimization, the notion of Pareto optimality or effi ciency has been introduced instead of the optimality concept for single-objective optimization. However, decisions with Pareto optimality or efficiency are not uniquely determined; the final decision must be selected from among the set of Pareto optimal or efficient solutions. Therefore, the question is, how does one find the preferred point as a compromise or satisficing solution with rational pro cedure This is the starting point of multiobjective optimization. To be more specific, the aim is to determine how one derives a compromise or satisficing so lution of a decision maker (DM), which well represents the subjective judgments, from a Pareto optimal or an efficient solution set.

Seller Inventory # 9780306443374

Title
Fuzzy Sets and Interactive Multiobjective Optimization
Author
Masatoshi Sakawa
Publisher
Humana
Publication year
1993
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0306443376
ISBN 13
9780306443374
Item weight
809 grams
Dimensions
260x183x23 mm

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