A multi-objective multi-item solid transportation problem with vehicle cost, volume and weight capacity under fuzzy environment

Generally, in transportation problem, full vehicles (e.g., light commercial vehicles, medium duty and heavy duty trucks, etc.) are to be booked, and transportation cost of a vehicle has to be paid irrespective of the fulfilment of the capacity of the vehicle. Besides the transportation cost, total time that includes travel time of a vehicle, loading and unloading times of products is also an important issue. Also, instead of a single item, different types of items may need to be transported from some sources to destinations through different types of conveyances. The optimal transportation policy may be affected by many other issues like volume and weight of per unit of product, unavailability of sufficient number of certain types of vehicles, etc. In this paper, we formulate a multi-objective multi-item solid transportation problem by addressing all these issues. The problem is formulated with the transportation cost and time parameters as fuzzy variables. Using credibility theory of fuzzy variables, a chance-constraint programming model is formulated, and is then transformed into the corresponding deterministic form. Finally numerical example is provided to illustrate the problem.

[1]  J. Buckley,et al.  An Introduction to Fuzzy Logic and Fuzzy Sets , 2002 .

[2]  K. B. Haley,et al.  New Methods in Mathematical Programming---The Solid Transportation Problem , 1962 .

[3]  Manoranjan Maiti,et al.  Multi-objective solid transportation problems with budget constraint in uncertain environment , 2014, Int. J. Syst. Sci..

[4]  Simone A. Ludwig,et al.  Color Image Segmentation Using Fuzzy C-Regression Model , 2017, Adv. Fuzzy Syst..

[5]  Peide Liu,et al.  Multiple attribute group decision making method based on interval-valued intuitionistic fuzzy power Heronian aggregation operators , 2017, Comput. Ind. Eng..

[6]  Kin Keung Lai,et al.  A fuzzy approach to the multiobjective transportation problem , 2000, Comput. Oper. Res..

[7]  Samarjit Kar,et al.  Multi-item solid transportation problem with type-2 fuzzy parameters , 2015, Appl. Soft Comput..

[8]  Uttam Kumar Bera,et al.  Defuzzification of trapezoidal type-2 fuzzy variables and its application to solid transportation problem , 2016, J. Intell. Fuzzy Syst..

[9]  Yian-Kui Liu,et al.  Expected value of fuzzy variable and fuzzy expected value models , 2002, IEEE Trans. Fuzzy Syst..

[10]  Arie Tzvieli Possibility theory: An approach to computerized processing of uncertainty , 1990, J. Am. Soc. Inf. Sci..

[11]  E. E. Ammar,et al.  Study on multiobjective transportation problem with fuzzy numbers , 2005, Appl. Math. Comput..

[12]  Waiel F. Abd El-Wahed,et al.  A multi-objective transportation problem under fuzziness , 2001, Fuzzy Sets Syst..

[13]  Baoding Liu,et al.  Chance constrained programming with fuzzy parameters , 1998, Fuzzy Sets Syst..

[14]  Mitsuo Gen,et al.  Improved Genetic Algorithm for Solving Multiobjective Solid Transportation Problem with Fuzzy Numbers , 1997 .

[15]  Lixing Yang,et al.  A bicriteria solid transportation problem with fixed charge under stochastic environment , 2007 .

[16]  Pei Wang,et al.  Fuzzy contactibility and fuzzy variables , 1982 .

[17]  Laurence J. Moore,et al.  Optimizing Transportation Problems with Multiple Objectives , 1973 .

[18]  José L. Verdegay,et al.  Solving fuzzy solid transportation problems by an evolutionary algorithm based parametric approach , 1999, Eur. J. Oper. Res..

[19]  Uttam Kumar Bera,et al.  Profit Maximization Solid Transportation Problem with Trapezoidal Interval Type-2 Fuzzy Numbers , 2016 .

[20]  Wentao Wang,et al.  Finite-time synchronization for a class of fuzzy cellular neural networks with time-varying coefficients and proportional delays , 2017, Fuzzy Sets Syst..

[21]  Manoranjan Maiti,et al.  A method to solve linear programming problem with interval type-2 fuzzy parameters , 2018, Fuzzy Optimization and Decision Making.

[22]  José M. Merigó,et al.  Partitioned Heronian means based on linguistic intuitionistic fuzzy numbers for dealing with multi-attribute group decision making , 2018, Appl. Soft Comput..

[23]  Dorota Kuchta,et al.  A concept of the optimal solution of the transportation problem with fuzzy cost coefficients , 1996, Fuzzy Sets Syst..

[24]  Anupam Ojha,et al.  An entropy based solid transportation problem for general fuzzy costs and time with fuzzy equality , 2009, Math. Comput. Model..

[25]  M. Gen,et al.  Improved Genetic Algorithm for Solving Multiobjective Solid Transportation Problem with Fuzzy Numbers , 1997 .

[26]  M. P. Biswal,et al.  Fuzzy programming approach to multiobjective solid transportation problem , 1993 .

[27]  Shyi-Ming Chen,et al.  Multiple attribute group decision making based on intuitionistic fuzzy interaction partitioned Bonferroni mean operators , 2017, Inf. Sci..

[28]  K. Jeyaraman,et al.  Solution of Chance Constrained Programming Problem for Multi-Objective Interval Solid Transportation Problem under Stochastic Environment using Fuzzy Approach , 2010 .

[29]  Lixing Yang,et al.  Fuzzy fixed charge solid transportation problem and algorithm , 2007, Appl. Soft Comput..

[30]  Nuran Güzel,et al.  A Fuzzy Set-Based Approach to Multi-objective Multi-item Solid Transportation Problem Under Uncertainty , 2016, Int. J. Fuzzy Syst..

[31]  C. R. Bector,et al.  Fuzzy Mathematical Programming and Fuzzy Matrix Games , 2005 .

[32]  Zixiang Ding,et al.  Data-driven design of the extended fuzzy neural network having linguistic outputs , 2018, J. Intell. Fuzzy Syst..

[33]  Baoding Liu,et al.  A survey of credibility theory , 2006, Fuzzy Optim. Decis. Mak..

[34]  Pan Yi,et al.  On-line hybrid fault diagnosis method for high voltage circuit breaker , 2017, J. Intell. Fuzzy Syst..

[35]  Shyi-Ming Chen,et al.  Group Decision Making Based on Heronian Aggregation Operators of Intuitionistic Fuzzy Numbers , 2017, IEEE Transactions on Cybernetics.

[36]  H. Zimmermann Fuzzy programming and linear programming with several objective functions , 1978 .

[37]  Abd El-Nasser Ghareeb,et al.  A framework for objective image quality measures based on intuitionistic fuzzy sets , 2017, Appl. Soft Comput..

[38]  Yue Wu,et al.  Fault detection for T-S fuzzy systems with partly unmeasurable premise variables , 2017, Fuzzy Sets Syst..

[39]  J. Mendel Uncertain Rule-Based Fuzzy Logic Systems: Introduction and New Directions , 2001 .

[40]  Booding Liu,et al.  Minimax Chance Constrained Programming Models for Fuzzy Decision Systems , 1998, Inf. Sci..

[41]  Robert LIN,et al.  NOTE ON FUZZY SETS , 2014 .

[42]  Ernesto Damiani,et al.  Real-time image processing systems using fuzzy and rough sets techniques , 2018, Soft Comput..

[43]  Manoranjan Maiti,et al.  Fully fuzzy fixed charge multi-item solid transportation problem , 2015, Appl. Soft Comput..

[44]  L. Zadeh Fuzzy sets as a basis for a theory of possibility , 1999 .

[45]  Shyi-Ming Chen,et al.  Multiattribute group decision making based on intuitionistic 2-tuple linguistic information , 2018, Inf. Sci..