On Solving a class of stochastic multiobjective integer linear programming problems with Interactive Based Approach

Decision problems of stochastic or probabilistic optimization arise when certain coefficient of an optimization model are not fixed or known but are instead, to some extent, stochastic(or random or probabilistic) quantities. This paper focused on multiobjective stochastic optimization. We propose a...

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Vydáno v:Journal of physics. Conference series Ročník 1255; číslo 1; s. 12088 - 12094
Hlavní autoři: Suparni, Mawengkang, Herman, Sitompul, Opim Salim, Suwilo, Saib
Médium: Journal Article
Jazyk:angličtina
Vydáno: Bristol IOP Publishing 01.08.2019
Témata:
Integer programming
Linear programming
Multiple objective analysis
Optimization
Probability theory
Random variables
Randomness
ISSN:1742-6588, 1742-6596
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Abstract Decision problems of stochastic or probabilistic optimization arise when certain coefficient of an optimization model are not fixed or known but are instead, to some extent, stochastic(or random or probabilistic) quantities. This paper focused on multiobjective stochastic optimization. We propose a method for solving a multiobjective chance constraints integer programming problem based on interactive approach. We assume that there is randomness in the right-hand sides of the constraints only and that the random variables are normally distributed. Some examples are presented.
AbstractList Decision problems of stochastic or probabilistic optimization arise when certain coefficient of an optimization model are not fixed or known but are instead, to some extent, stochastic(or random or probabilistic) quantities. This paper focused on multiobjective stochastic optimization. We propose a method for solving a multiobjective chance constraints integer programming problem based on interactive approach. We assume that there is randomness in the right-hand sides of the constraints only and that the random variables are normally distributed. Some examples are presented.
Author Sitompul, Opim Salim
Suparni
Mawengkang, Herman
Suwilo, Saib
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Cites_doi 10.1007/BF01580896
10.1016/0377-2217(94)90222-4
10.1016/0026-2714(93)90353-Z
10.3844/ajassp.2005.1558.1561
10.1057/jors.1988.117
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StartPage 12088
SubjectTerms Integer programming
Linear programming
Multiple objective analysis
Optimization
Probability theory
Random variables
Randomness
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Title On Solving a class of stochastic multiobjective integer linear programming problems with Interactive Based Approach
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