Constrained consumable resource allocation in alternative stochastic networks via multi-objective decision making 2
Many real projects complete through the realization of one and only one path of various possible network paths. Here, these networks are called alternative stochastic networks (ASNs). It is supposed that the nodes of considered network are probabilistic with exclusive-or receiver and exclusive-or emitter. First, an analytical approach is proposed to simplify the structure of the network. This approach transforms the network into a simpler equivalent one. This paper discusses the constrained consumable resource allocation problem in an ASN. Many recent researchers apply heuristic and simulation methods to solve the constrained resource allocation in these problems. In this paper, we propose an analytical approach based on multi-objective modeling. The objective functions of this model are the cumulative distribution function of the completion time of ASN paths. These functions must be maximized within the desired network completion time. Lexicographic method is used to solve the proposed multi-objective model. The proposed method is illustrated by an example.
Year of publication: |
2012
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Authors: | Hashemin, Seyed ; Ghomi, Seyed Mohammad Taghi Fatemi |
Published in: |
Journal of industrial engineering international. - Heidelberg : SpringerOpen, ISSN 2251-712X, ZDB-ID 2664907-X. - Vol. 8.2012, p. 1-9
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Subject: | stochastic network | resource allocation | multi-objective | decision making | lexicographic method | Gaussian quadrature formula | conditional simulation | Theorie | Theory | Entscheidung | Decision | Stochastischer Prozess | Stochastic process | Simulation | Multikriterielle Entscheidungsanalyse | Multi-criteria analysis | Allokation | Allocation |
Saved in:
freely available
Extent: | graph. Darst. |
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Type of publication: | Article |
Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
Language: | English |
Notes: | Systemvoraussetzung: Acrobat Reader |
Other identifiers: | 10.1186/2251-712X-8-18 [DOI] hdl:10419/78596 [Handle] |
Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10009758840
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