Uncertain random goal programming

Goal programming provides an efficient technique to deal with decision making problems with multiple conflicting objectives. This paper joins the streams of research on goal programming by providing a so-called uncertain random goal programming to model the multi-objective optimization problem invol...

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Vydané v:Fuzzy optimization and decision making Ročník 17; číslo 4; s. 375 - 386
Hlavný autor: Qin, Zhongfeng
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: New York Springer US 01.12.2018
Springer Nature B.V
Predmet:
Artificial Intelligence
Calculus of Variations and Optimal Control; Optimization
Decision making
Goal programming
Mathematical Logic and Foundations
Mathematics
Mathematics and Statistics
Multiple objective analysis
Operations Research/Decision Theory
Optimization
Parameter uncertainty
Probability Theory and Stochastic Processes
Random variables
Uncertain random goal programming
Uncertain random variable
Uncertain random programming
Goal programming
Uncertainty theory
ISSN:1568-4539, 1573-2908
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Shrnutí:Goal programming provides an efficient technique to deal with decision making problems with multiple conflicting objectives. This paper joins the streams of research on goal programming by providing a so-called uncertain random goal programming to model the multi-objective optimization problem involving uncertain random variables. Several equivalent deterministic forms are derived on the condition that the set of parameters consists of uncertain variables and random variables. Finally, an example is given to illustrate the application of the approach.
Bibliografia:ObjectType-Article-1
SourceType-Scholarly Journals-1
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content type line 14
ISSN:1568-4539
1573-2908
DOI:10.1007/s10700-017-9277-9