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2018 | OriginalPaper | Chapter

Reduction of Type-2 Lognormal Uncertain Variable and Its Application to a Two-Stage Solid Transportation Problem

Authors : Dipanjana Sengupta, Uttam Kumar Bera

Published in: Operations Research and Optimization

Publisher: Springer Singapore

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Abstract

The main focus of the paper is to develop a multi-objective solid transportation problem under uncertain environment, where transportation parameters are taken as type-2 lognormal uncertain variables. For reduction of the type-2 uncertain lognormal variables, expected value-based reduction method has been proposed. A two-stage solid transportation model has been also proposed here. Finally, an illustrative example with real-life data has been solved with the proposed expected value-based reduction method. A comparison has been shown between the result obtained using linear variable and lognormal variable. Lingo 13.0 optimization software has been used to find the optimal result.

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Literature
1.
2.
go back to reference Shell, E.: Distribution of a product by several properties, Directorate of Management Analysis. In: Proceedings of 2nd Symposium on Linear programming, DCs/ Comptroller, vol. 2, pp. 615–642. H.Q. U.S.A.F., Washington, DC (1955) Shell, E.: Distribution of a product by several properties, Directorate of Management Analysis. In: Proceedings of 2nd Symposium on Linear programming, DCs/ Comptroller, vol. 2, pp. 615–642. H.Q. U.S.A.F., Washington, DC (1955)
3.
go back to reference Baidya, A., Bera, U.K., Maiti, M.: Solution of multi-item interval valued solid transportation problem with safety measure using different methods. Opsearch (Springer) 51(1), 1–22 (2014)MathSciNetCrossRefMATH Baidya, A., Bera, U.K., Maiti, M.: Solution of multi-item interval valued solid transportation problem with safety measure using different methods. Opsearch (Springer) 51(1), 1–22 (2014)MathSciNetCrossRefMATH
4.
go back to reference Das, A., Bera, U.K., Maiti, M.: A profit maximizing solid transportation model under rough interval approach. IEEE Trans. Fuzzy Syst. 25(3), 485–498 Das, A., Bera, U.K., Maiti, M.: A profit maximizing solid transportation model under rough interval approach. IEEE Trans. Fuzzy Syst. 25(3), 485–498
5.
go back to reference Cui, Q., Sheng, Y.: Uncertain programming model for solid transportation problem. Information 15(12), 342–348 (2012) Cui, Q., Sheng, Y.: Uncertain programming model for solid transportation problem. Information 15(12), 342–348 (2012)
6.
7.
go back to reference Li, Y., Ida, K., Gen, M., Kobuchi, R.: Neural network approach for multicriteria solid transportation problem. Comput. Ind. Eng. 33, 465–468 (1997)CrossRef Li, Y., Ida, K., Gen, M., Kobuchi, R.: Neural network approach for multicriteria solid transportation problem. Comput. Ind. Eng. 33, 465–468 (1997)CrossRef
8.
go back to reference Liu, B.: Why is there a need for uncertainty theory? J. Uncertain Syst. 6(1), 3–10 (2012) Liu, B.: Why is there a need for uncertainty theory? J. Uncertain Syst. 6(1), 3–10 (2012)
9.
go back to reference Liu, B.: Uncertainty Theory: A Branch of Mathematics for Modeling Human Uncertainty. Springer, Heidelberg, Germany (2010)CrossRef Liu, B.: Uncertainty Theory: A Branch of Mathematics for Modeling Human Uncertainty. Springer, Heidelberg, Germany (2010)CrossRef
10.
go back to reference Yang, L., Liu, P., Li, S., Gao, Y., Ralescu, Dan A.: Reduction method of type-2 uncertain variables and their application to solid transportation problem. Inf. Sci. 291, 204–237 (2015)MathSciNetCrossRefMATH Yang, L., Liu, P., Li, S., Gao, Y., Ralescu, Dan A.: Reduction method of type-2 uncertain variables and their application to solid transportation problem. Inf. Sci. 291, 204–237 (2015)MathSciNetCrossRefMATH
11.
go back to reference Yang, L., Feng, Y.: A bi-criteria solid transportation problem with fixed charge under stochastic environment. Appl. Math. Model. 31, 2668–2683 (2007)CrossRefMATH Yang, L., Feng, Y.: A bi-criteria solid transportation problem with fixed charge under stochastic environment. Appl. Math. Model. 31, 2668–2683 (2007)CrossRefMATH
12.
go back to reference Liu, B.: Uncertainty Theory, 2nd edn. Springer, Berlin (2007)MATH Liu, B.: Uncertainty Theory, 2nd edn. Springer, Berlin (2007)MATH
13.
go back to reference Liu, Y., Ha, M.: Expected value of function of uncertain variables. J. Uncertain Syst. 4, 181–186 (2010) Liu, Y., Ha, M.: Expected value of function of uncertain variables. J. Uncertain Syst. 4, 181–186 (2010)
14.
15.
go back to reference Liu, B.: Some Research Problems in Uncertainty Theory. J. Uncertain. Syst. 3(1), 3–10 (2009) Liu, B.: Some Research Problems in Uncertainty Theory. J. Uncertain. Syst. 3(1), 3–10 (2009)
16.
go back to reference Liu, B., Chen, X.W.: Uncertain multi-objective programming and uncertain goal programming. Technical Report (2013) Liu, B., Chen, X.W.: Uncertain multi-objective programming and uncertain goal programming. Technical Report (2013)
17.
go back to reference Sheng, Y., Yao, K.: A transportation model with uncertain costs and demands. Information 15, 3179–3186 (2012)MathSciNetMATH Sheng, Y., Yao, K.: A transportation model with uncertain costs and demands. Information 15, 3179–3186 (2012)MathSciNetMATH
18.
go back to reference Sheng, Y., Yao, K.: Fixed charge transportation problem in uncertain environment. Ind. Eng. Manag. Syst. 11, 183–187 (2012) Sheng, Y., Yao, K.: Fixed charge transportation problem in uncertain environment. Ind. Eng. Manag. Syst. 11, 183–187 (2012)
19.
go back to reference Das, A., Bera, U.K., Das, B.: A solid transportation problem with mixed constraint in different environment. J. Appl. Anal. Comput. SCI 6(1), 179–195 (2016)MathSciNet Das, A., Bera, U.K., Das, B.: A solid transportation problem with mixed constraint in different environment. J. Appl. Anal. Comput. SCI 6(1), 179–195 (2016)MathSciNet
20.
go back to reference Gen, M., Ida, K., Li, Y., Kubota, E.: Solving bi-criteria solid transportation problem with fuzzy numbers by a genetic algorithm. Comput. Ind. Eng. 29, 537–541 (1995)CrossRef Gen, M., Ida, K., Li, Y., Kubota, E.: Solving bi-criteria solid transportation problem with fuzzy numbers by a genetic algorithm. Comput. Ind. Eng. 29, 537–541 (1995)CrossRef
21.
go back to reference Haley, K.B.: The solid transportation problem. Oper. Res. Int. J. 11, 446–448 (1962)MATH Haley, K.B.: The solid transportation problem. Oper. Res. Int. J. 11, 446–448 (1962)MATH
Metadata
Title
Reduction of Type-2 Lognormal Uncertain Variable and Its Application to a Two-Stage Solid Transportation Problem
Authors
Dipanjana Sengupta
Uttam Kumar Bera
Copyright Year
2018
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-7814-9_23

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