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Ouvrages Année : 2015

Fuzzy Sets and Systems Special Issue: Fuzzy Modeling for Optimisation and Decision Support

Résumé

This special issue is dedicated to the memory of Professor Kiyoji Asai and Professor Hideo Tanaka, pioneers of fuzzy operational research, who passed away, successively in 2012. They had worked together for more than 20 years from the 60's on. They wrote the paper “Fuzzy Mathematical Programming” in 1974. This paper plays a pivotal role in building foundations for fuzzy mathematical programming. It is the first paper dealing with linear programming problems with fuzzy goals and constraints based on Bellman and Zadeh's fuzzy decision-making methodology. In 1982, they proposed the “Fuzzy Regression Model,” which is an innovative approach to Data Analysis with potential extensions and applications. The aim is to obtain a fuzzy regression function which can cover all the data given as samples. They formulated and solved the problem by a linear programming technique. This original idea gave a new prospective direction to fuzzy data analysis and triggered studies on extensions, generalizations and applications of fuzzy regression. Those two topics are only a part of their many significant contributions. Their seminal contributions to the fields related to fuzzy operational research are deep, and they range from philosophy to real world applications.
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Dates et versions

hal-03209311 , version 1 (27-04-2021)

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  • HAL Id : hal-03209311 , version 1

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Masahiro Inuiguchi, Junzo Watada, Didier Dubois. Fuzzy Sets and Systems Special Issue: Fuzzy Modeling for Optimisation and Decision Support. Inuiguchi, Masahiro; Watada, Junzo; Dubois, Didier. Elsevier, 274, pp.1-142, 2015, Fuzzy Sets and Systems, ISSN: 0165-0114. ⟨hal-03209311⟩
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