Skip to main content
Log in

An ingenious approach to optimize a special class of transportation problem in uncertain environment

  • Original Article
  • Published:
International Journal of System Assurance Engineering and Management Aims and scope Submit manuscript

Abstract

The present study brings optimization to a special class of fuzzy transportation problem called fuzzy transshipment problem. The main focus of this study is the solution of transshipment problems in a fuzzy environment. This method preserves the maximum information for the decision-maker and also avoids a redundant step of defuzzification. To deal effectively with uncertain parameters, a new generalized fuzzy Vogel approximation scheme is developed and applied to find a fuzzy initial basic feasible solution of the problem. A new fuzzy modified distribution scheme is also developed to test the optimality of this fuzzy initial basic feasible solution. A variety of cases of transshipment problems have been considered in the study as illustrations. A comparative analysis with other existing methods has been done to validate the proposed approach, and it confirms the utility of the proposed methodology.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Baskaran R, Dharmalingam K (2016) Multi-objective fuzzy transshipment problem. Int J Fuzzy Math Arch 10(1):161–167

    Google Scholar 

  • Bisht DCS, Srivastava PK (2019a) Fuzzy optimization and decision making. Adv Fuzzy Logic Approach Eng Sci. https://doi.org/10.4018/978-1-5225-5709-8.ch014

    Article  Google Scholar 

  • Bisht DCS, Srivastava PK, Ram M (2018) Role of fuzzy logic in flexible manufacturing system. In: Diagnostic Techniques in Industrial Engineering, vol 1(1). pp 233–243.

  • Bisht DCS, Srivastava PK (2018) Trisectional fuzzy trapezoidal approach to optimize interval data based transportation problem. J King Saud Univ Sci 32(1):195–199

    Article  Google Scholar 

  • Bisht DCS, Srivastava PK (2019b) One point conventional model to optimize trapezoidal fuzzy transportation problem. Int J Math Eng Manag Sci 4(1):1251–1263. https://doi.org/10.33889/IJMEMS.2019.4.5-099

    Article  Google Scholar 

  • Bisht DCS, Srivastava PK (2017) A unique conversion approach clubbed with a new ranking technique to optimize fuzzy transportation cost. AIP Conf Proc 1897:020023

    Article  Google Scholar 

  • Chhibber D, Bisht DCS, Srivastava PK (2019a) Ranking approach based on incenter in triangle of centroids to solve type-1 and type-2 fuzzy transportation problem. AIP Conf Proc 2061:020022

    Article  Google Scholar 

  • Chhibber D, Srivastava PK, Bisht DCS (2019b) Average duo triangle ranking technique to solve fully and type-2 intuitionistic fuzzy transportation problem. Nonlinear Stud 26(3):487–504

    MathSciNet  MATH  Google Scholar 

  • Dhanasekar S, Hariharan S, Sekar P (2017) Fuzzy Hungarian MODI algorithm to solve fully fuzzy transportation problems. Int J Fuzzy Syst 19(5):1479–1491. https://doi.org/10.1007/s40815-016-0251-4

    Article  MathSciNet  Google Scholar 

  • Dinagar DS, Palanivel K (2009) The transportation problem in fuzzy environment. Int J Algorithms Comput Math 2(3):65–71

    MATH  Google Scholar 

  • Gani AN, Baskaran R, Assarudeen SM (2011) Transshipment problem in fuzzy environment. Int J Math Sci Eng Appl 5:57–74

    MathSciNet  Google Scholar 

  • Gani AN, Baskaran R, Assarudeen SM (2014) Improved vogel’s approximation method to solve fuzzy transshipment problem. Int J Fuzzy Math Arch 4:80–87

    Google Scholar 

  • Gani AN, Razak KA (2006) Two stage fuzzy transportation problem. J Phys Sci 10(1):63–69

    Google Scholar 

  • Ghadle KP, Ingle SM, Hamoud AA (2018a) Optimal solution of fuzzy transshipment problem using generalized hexagonal fuzzy numbers. Int J Eng Technol 7(4.10):558–561

    Article  Google Scholar 

  • Ghadle KP, Pathade PA, Hamoud AA (2018b) An Improvement to one’s BCM for the balanced and unbalanced transshipment problems by using fuzzy numbers. In: Advances in Algebra and Analysis, pp 271–279.

  • Kumar A, Chopra R, Saxena RR (2020) An efficient algorithm to solve transshipment problem in uncertain environment. Int J Fuzzy Syst 22(8):2613–2624

    Article  Google Scholar 

  • Liu ST, Kao C (2004) Solving fuzzy transportation problems based on extension principle. Eur J Oper Res 153(3):661–674

    Article  MathSciNet  Google Scholar 

  • Mathur N, Srivastava PK (2020) An inventive approach to optimize fuzzy transportation problem. Int J Math Eng Manag Sci 5:985–994. https://doi.org/10.33889/IJMEMS.2020.5.5.075

    Article  Google Scholar 

  • Mathur N, Srivastava PK (2019) A pioneer optimization approach for hexagonal fuzzy transportation problem. AIP Conf Proc 2061:020030

    Article  Google Scholar 

  • Mathur N, Srivastava PK, Paul A (2016) Trapezoidal fuzzy model to optimize transportation problem. Int J Model Simul Sci Comput 7(03):1650028

    Article  Google Scholar 

  • Mathur N, Srivastava PK, Paul A (2018) Algorithms for solving fuzzy transportation problem. Int J Math Oper Res 12(2):190–219

    Article  MathSciNet  Google Scholar 

  • Nagar P, Srivastava A, Srivastava PK (2019) Optimization of species transportation via an exclusive fuzzy trapezoidal centroid approach. Nonlinear Stud 10(2):271–280

    Google Scholar 

  • Nehi HM, Maleki HR (2005) Intuitionistic fuzzy numbers and it’s applications in fuzzy optimization problem. In: Proceedings of the 9th WSEAS international conference on systems, pp1–5.

  • Perincherry V, Kikuchi S (1990) A fuzzy approach to the transshipment problem. In: First international symposium on uncertainty modeling and analysis, pp 330–335.

  • Rajendran P, Pandian P (2012) Solving fully interval transshipment problems. Int Math Forum 7(41):2027–2035

    MathSciNet  MATH  Google Scholar 

  • Srivastava PK, Bisht DCS (2018) Dichotomized incenter fuzzy triangular ranking approach to optimize interval data based transportation problem. Cybern Inf Technol 18(4):111–119

    MathSciNet  Google Scholar 

  • Srivastava PK, Bisht DCS (2019a) An efficient fuzzy minimum demand supply approach to solve fully fuzzy transportation problem. Nonlinear Stud 10(2):253–269

    Google Scholar 

  • Srivastava PK, Bisht DCS (2019b) Recent trends and applications of fuzzy logic. Adv Fuzzy Logic Approach Eng Sci. https://doi.org/10.4018/978-1-5225-5709-8.ch015

    Article  Google Scholar 

  • Srivastava PK, Bisht DCS (2020) A segregated advancement in the solution of triangular fuzzy transportation problems. Am J Math Manag Sci 1(1):1–11. https://doi.org/10.1080/01966324.2020.1854137

    Article  Google Scholar 

  • Srivastava PK, Bisht DCS, Ram M (2018) Soft computing techniques and applications. Adv Math Tech Eng Sci. https://doi.org/10.1201/b22440-3

    Article  Google Scholar 

  • Sujatha L, Priya MG, Pavithra N, Akila R (2020) Fuzzy transshipment model using fuzzy one point method. Adv Math Sci J 9(2):6153–6167

    Article  Google Scholar 

Download references

Funding

This study does not involve any funding.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Dinesh C. S. Bisht.

Ethics declarations

Conflicts of interest

Authors have no conflict of interest.

Human participants and/or animals

This research is not involved with human participants or animals.

Informed consent

Not applicable for this study.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Srivastava, P.K., Bisht, D.C.S., Chhibber, D. et al. An ingenious approach to optimize a special class of transportation problem in uncertain environment. Int J Syst Assur Eng Manag (2022). https://doi.org/10.1007/s13198-022-01770-7

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s13198-022-01770-7

Keywords

Navigation