Computation of a multi-objective production planning model with probabilistic constraints

In this paper, a multi-objective production planning model has been presented for a captive plant. The model includes multi-products, multi-plants, and multi-objective with some probabilistic constraints. The probabilistic constraints have been transformed into deterministic constraints assuming the...

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Vydáno v:International journal of computer mathematics Ročník 86; číslo 1; s. 185 - 198
Hlavní autoři: Sahoo, N. P., Biswal, M. P.
Médium: Journal Article
Jazyk:angličtina
Vydáno: Abingdon Taylor & Francis 01.01.2009
Taylor & Francis Ltd
Témata:
captive plants
Comparative analysis
F.2.2
Fuzzy logic
fuzzy programming method and integral solution
G.3
I.6.8
multi-objective model
non-linear programming
probabilistic programming
Probability
Production planning
Random variables
weighting method
ISSN:0020-7160, 1029-0265
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Shrnutí:In this paper, a multi-objective production planning model has been presented for a captive plant. The model includes multi-products, multi-plants, and multi-objective with some probabilistic constraints. The probabilistic constraints have been transformed into deterministic constraints assuming the parameters as independent normal random variables. The deterministic problem has been computed with two different methods, namely weighting method and fuzzy programming method. Finally, the integral solution obtained by these two methods have been compared.
Bibliografie:ObjectType-Article-1
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ISSN:0020-7160
1029-0265
DOI:10.1080/00207160701734207