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Fuzzy Sets and Systems
Article . 1989 . Peer-reviewed
License: Elsevier TDM
Data sources: Crossref
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Article . 1989
Data sources: zbMATH Open
https://doi.org/10.1007/978-3-...
Part of book or chapter of book . 1986 . Peer-reviewed
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Interactive decision making for multiobjective nonlinear programming problems with fuzzy parameters

ファジィパラメータを含む多目的非線形計画問題に対する対話型意思決定
Authors: Sakawa, Masatoshi; Yano, Hitoshi;

Interactive decision making for multiobjective nonlinear programming problems with fuzzy parameters

Abstract

The authors consider fuzzy multiobjective nonlinear programming problems as a generalization of conventional multiobjective nonlinear programming problems using the \(\alpha\)-level sets of fuzzy numbers. Introducing the notion of \(\alpha\)-Pareto optimality they apply the standard solution technique for multiobjective nonlinear programming problems. An interactive decision making method is presented to derive the satisficing solution of the decision maker from among the \(\alpha\)-Pareto optimal solutions set, as a solution of a corresponding minimax problem, which expresses the decision maker's degree of preference (trade-off information between a standing objective function and each of the other objective functions as well as between the degree \(\alpha\) and the objective functions). This trade-off information is easily obtainable since it is related to the strict positive Lagrange multipliers of the minimax problem. The paper presents an interactive algorithm and a numerical example clarifying various aspects of both the solution concept and the proposed method.

Keywords

fuzzy multiobjective nonlinear programming, interactive decision making, Management decision making, including multiple objectives, Nonlinear programming, satisficing solution, Sensitivity, stability, parametric optimization, \(\alpha\)-Pareto optimality, Theory of fuzzy sets, etc.

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    selected citations
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    102
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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
102
Top 10%
Top 1%
Average
bronze