Modelling and optimization of multi-item solid transportation problems with uncertain variables and uncertain entropy function
Öz
This paper concentrates on modeling of the uncertain entropy multi item solid transportation problem, in which the supply
capacities, demands, conveyances and transportation capacities are thought to be uncertain variables due to the obvious uncertainty of
information. In general, the transportation cost in the transportation problem is employed by the optimization aim, while the dispersals
of trips among sources, destinations, and conveyances are often ignored. In order to minimize both transportation penalties and
maximize entropy value which guarantees uniform transportation of products from sources to destinations via conveyances, this paper
holds entropy function of dispersals of trips among sources, destinations, and conveyances as a second objective function. Inside the
construction of uncertainty theory, the uncertain entropy function for transportation models is first proposed here. Thus the model is
turned into its crisp equivalent by using uncertainty theory, which can be solved by applying minimizing distance optimization
method. Finally, a numerical experiment is given to illustrate the models.
Anahtar Kelimeler
Kaynakça
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- [3] Dalman H, G¨uzel N and Sivri M (2016) A fuzzy set-based approach to multi-objective multi-item solid transportation problem under uncertainty. International Journal of Fuzzy Systems, 18(4), 716-729.
- [4] Dalman H (2016) Uncertain programming model for multi-item solid transportation problem, Int. J. Mach. Learn. and Cyber., doi: 10.1007/s13042-016-0538-7.
- [5] Dalman H and SivriM (2017) Multi-objective Solid Transportation Problem in Uncertain Environment. Iranian Journal of Science and Technology, Transactions A: Science, 41(2), 505-514.
- [6] Liu L, Zhang B and Ma W (2017) Uncertain programming models for fixed charge multi-item solid transportation problem. Soft Computing, doi: 10.1007/s00500-017-2718-0.
- [7] Chakraborty D, Jana DK and Roy TK (2016) Expected value of intuitionistic fuzzy number and its application to solve multiobjective multi-item solid transportation problem for damageable items in intuitionistic fuzzy environment. Journal of Intelligent and Fuzzy Systems, 30(2), 1109-1122.
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Ayrıntılar
Birincil Dil
İngilizce
Konular
-
Bölüm
Araştırma Makalesi
Yazarlar
Hasan Dalman
*
Türkiye
Yayımlanma Tarihi
30 Nisan 2018
Gönderilme Tarihi
31 Ekim 2017
Kabul Tarihi
30 Aralık 2017
Yayımlandığı Sayı
Yıl 2018 Cilt: 3 Sayı: 1