Decision-making in the fuzzy environment on the basis of various compromise schemes

被引：1
作者：
Orazbayev, Batyr [1 ]
Ospanov, Erbol [1 ]
Kissikova, Nurgul [1 ]
Mukataev, Nurlan [1 ]
Orazbayeva, Kulman [2 ]
机构：
[1] LN Gumilyov Eurasian Natl Univ, Dept Syst Anal & Control, Astana 010000, Kazakhstan
[2] Kazakh Univ Econ Finance & Int Trade, Dept Management, Astana 010000, Kazakhstan
来源：
9TH INTERNATIONAL CONFERENCE ON THEORY AND APPLICATION OF SOFT COMPUTING, COMPUTING WITH WORDS AND PERCEPTION, ICSCCW 2017 | 2017年 / 120卷
关键词：
decision-making; fuzzy information; membership function; optimality principles; benzene production; problem of fuzzy mathematical programming; heuristic algorithm; CHEMICAL-ENGINEERING SYSTEMS;
D O I：
10.1016/j.procs.2017.11.330
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper proposes a method of formalization and solution to a problem of mode parameters selection in CTS on the basis of mathematical modelling. Decision-making problems on a selection of effective operation modes are formalized using the example of technological complex on benzene production. Since the studied object is characterized by multicriteriality and fuzziness, initial problems are formalized as multi-criteria problems of fuzzy mathematical programming and a heuristic algorithm of their solution is developed on the basis of methods of fuzzy mathematics. Formulations of decision-making problems and an algorithm of their solution are obtained by modifying various principles of optimality based on the methods of the fuzzy set theory. (c) 2018 The Authors. Published by Elsevier B.V.
引用
收藏
页码：945 / 952
页数：8
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