Skip to main content
Log in

A linear programming priority method for a fuzzy transportation problem with non-linear constraints

The case of a general contractor company

  • Original Article
  • Published:
Fuzzy Information and Engineering

Abstract

Demand and supply pattern for most products varies during their life cycle in the markets. In this paper, the author presents a transportation problem with non-linear constraints in which supply and demand are symmetric trapezoidal fuzzy value. In order to reflect a more realistic pattern, the unit of transportation cost is assumed to be stochastic. Then, the non-linear constraints are linearized by adding auxiliary constraints. Finally, the optimal solution of the problem is found by solving the linear programming problem with fuzzy and crisp constraints and by applying fuzzy programming technique. A new method proposed to solve this problem, and is illustrated through numerical examples. Multi-objective goal programming methodology is applied to solve this problem. The results of this research were developed and used as one of the Decision Support System models in the Logistics Department of Kayson Co.

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.

Similar content being viewed by others

References

  1. Bellman R R, Zadeh L A (1970) Decision making in a fuzzy environment. Management Science 17: 203–218

    Article  MathSciNet  Google Scholar 

  2. Biswal M P, Acharya S (2009) Transportation of a multi-choice linear programming problem. Applied Mathematics and Computation 210: 182–188

    Article  MathSciNet  MATH  Google Scholar 

  3. Bit A K, Biswal M P, Alam S S (1992) Fuzzy programming approach to multi-criteria decision making transportation problem. Fuzzy Sets and Systems 50: 135–141

    Article  MathSciNet  MATH  Google Scholar 

  4. Bit A K, Biswal M P, Alam S S (1993) Fuzzy programming approach to multi-objective solid transportation problem, Fuzzy Sets and Systems 57: 183–194

    Article  MathSciNet  MATH  Google Scholar 

  5. Bit A K, Biswal M P, Alam S S (1993) An additive fuzzy programming model for multi-objective transportation problem. Fuzzy Sets and Systems 57: 313–319

    Article  MathSciNet  MATH  Google Scholar 

  6. Chanas S, Kuchta D (1996) A concept of the optimal solution of the transportation problem with fuzzy cost coefficients. Fuzzy Sets and Systems 82(3): 299–305

    Article  MathSciNet  Google Scholar 

  7. Chanas S, Kuchta D (1983) Fuzzy integer transportation problem. Fuzzy Sets and Systems 98(3): 291–298

    Article  MathSciNet  Google Scholar 

  8. Chanas s, Kolodziejczyk W, Machaj A (1984) A fuzzy approach to the transportation problem. Fuzzy Sets and Systems 13(3): 211–221

    Article  MathSciNet  MATH  Google Scholar 

  9. Chang C T (2007) Multi-choice goal programming. OMEGA 35: 389–396

    Article  Google Scholar 

  10. Chang C T (2007) Binary fuzzy programming. European Journal of Operations Research 180: 29–37

    Article  MATH  Google Scholar 

  11. Chang C T (2008) Revised multi-choice goal programming. Applied Mathematical Modeling 32: 2587–2595

    Article  MATH  Google Scholar 

  12. Charnes A, Cooper W W (1961) Management model and industrial application of linear programming. Wiley, New York: 159–171

    Google Scholar 

  13. Delgado M, Verdegay J L, Vila M A (1989) A general model for fuzzy linear programming. Fuzzy Sets and Systems 29: 21–29

    Article  MathSciNet  MATH  Google Scholar 

  14. Dubios D, Prade H (1982) System of linear fuzzy constraints. Fuzzy Sets and Systems 13: 1–10

    Article  Google Scholar 

  15. Ganesan K, Veeramani P (2006) Fuzzy linear programming with trapezoidal fuzzy numbers. Ann. Oper. Res. 143: 305–315

    Article  MATH  Google Scholar 

  16. Hiler F, Lieberman G (1990) Introduction to operations research. McGraw-Hill, New York

    Google Scholar 

  17. Jimenez F, Verdegay J L (1998) Uncertain solid transportation problems. Fuzzy Sets and Systems 100: 45–57

    Article  MathSciNet  Google Scholar 

  18. Negoita C V (1970) Fuzziness in management. OPSA/TIMS, Miami

    Google Scholar 

  19. Nunkaew W, Pharuksaphanrat B (2009) A multi-objective programming for transportation problem with the consideration of both depot to customer and customer to customer relationships. Proceedings of the International Multiconference of Engineers and Computer Scientists 2: 439–445

    Google Scholar 

  20. Ravindran A, Phillips Don T, Solberg James J (1987) Operations research principles and practice. Second edition, John Wiley, New York

    Google Scholar 

  21. Sevkli M (1993) An application of the fuzzy ELECTRE method for supplier selection. International Journal of Production Research 48: 3393–3405

    Article  Google Scholar 

  22. Tanaka H, Asai K (1984) Fuzzy linear programming problems with fuzzy numbers. Fuzzy Sets and Systems 13: 1–10

    Article  MathSciNet  MATH  Google Scholar 

  23. Zadeh L A (1965) Fuzzy sets. Information and Control 8: 338–353

    Article  MathSciNet  MATH  Google Scholar 

  24. Zimmermann H J (1976) Description and optimization of fuzzy systems. International Journal of General Systems 2: 209–215

    Article  Google Scholar 

  25. Zimmermann H J (1985) Application of fuzzy set theory to mathematical programming. Information Sciences 36: 29–58

    Article  MathSciNet  MATH  Google Scholar 

  26. Zimmermann H J (1983) Fuzzy mathematical programming. Computers and Operations Research 10: 291–298

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hossein Abdollahnejad Barough.

About this article

Cite this article

Barough, H.A. A linear programming priority method for a fuzzy transportation problem with non-linear constraints. Fuzzy Inf. Eng. 3, 193–208 (2011). https://doi.org/10.1007/s12543-011-0077-6

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12543-011-0077-6

Keywords

Navigation