A multi-objective solid transportation problem with reliability for damageable items in random fuzzy environment

In this paper, a multi-objective solid transportation problem (MOSTP) for damageable item is formulated and solved. First, we minimised the total cost of transportation and transportation time and maximise the reliability of transportation system. Here, transportation costs, resources, demands and capacities of conveyances are random fuzzy in natures. The transported item is likely to be damaged during transportation and damageability are different for different conveyances along different roots. The solid transportation problem (STP) is formulated as a decision making model optimising possibilistic value at risk (pVaR) by incorporating the concept of value at risk (VaR) into possibility and necessity measure theory. The reduced deterministic constrained problem is solved using generalised reduced gradient (GRG) method (LINGO-14.0). Some particular models has been presented. The model is illustrated with numerical examples and some sensitivity analysis is made on damageability.

[1]  Anupam Ojha,et al.  Transportation policies for single and multi-objective transportation problem using fuzzy logic , 2011, Math. Comput. Model..

[2]  Dipankar Chakraborty,et al.  Multi-objective multi-item solid transportation problem with fuzzy inequality constraints , 2014, Journal of Inequalities and Applications.

[3]  Manoranjan Maiti,et al.  A solid transportation problem with safety factor under different uncertainty environments , 2013 .

[4]  Tapan Kumar Roy,et al.  Multiobjective Entropy Transportation Model with Trapezoidal Fuzzy Number Penalties, Sources, and Destinations , 2005 .

[5]  Jiuping Xu,et al.  A class of rough multiple objective programming and its application to solid transportation problem , 2012, Inf. Sci..

[6]  A. Goswami,et al.  Multiobjective transportation problem with interval cost, source and destination parameters , 1999, Eur. J. Oper. Res..

[7]  S. Kar,et al.  Multi-objective multi-item solid transportation problem in fuzzy environment , 2013 .

[8]  Manoranjan Maiti,et al.  Numerical Approach of Multi-Objective Optimal Control Problem in Imprecise Environment , 2005, Fuzzy Optim. Decis. Mak..

[9]  Dipankar Chakraborty,et al.  A new approach to solve multi-objective multi-choice multi-item Atanassov's intuitionistic fuzzy transportation problem using chance operator , 2015, J. Intell. Fuzzy Syst..

[10]  Sutapa Pramanik,et al.  A multi objective solid transportation problem in fuzzy, bi-fuzzy environment via genetic algorithm , 2014, Int. J. Adv. Oper. Manag..

[11]  A. K. Bit,et al.  Fuzzy programming with hyperbolic membership functions for multiobjective capacitated transportation problem , 2004 .

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

[13]  Jing-Shing Yao,et al.  A fuzzy stochastic single-period model for cash management , 2006, Eur. J. Oper. Res..

[14]  Jiuping Xu,et al.  A class of multi-objective equilibrium chance maximization model with twofold random phenomenon and its application to hydropower station operation , 2012, Math. Comput. Simul..

[15]  Sankar Kumar Roy,et al.  Multi-choice stochastic transportation problem involving Weibull distribution , 2014 .

[16]  坂和 正敏 Fuzzy sets and interactive multiobjective optimization , 1993 .

[17]  G. Bitran Linear Multiple Objective Problems with Interval Coefficients , 1980 .

[18]  Huibert Kwakernaak,et al.  Fuzzy random variables - I. definitions and theorems , 1978, Inf. Sci..

[19]  Anupam Ojha,et al.  A transportation problem with fuzzy-stochastic cost , 2014 .

[20]  Hideki Katagiri,et al.  Random fuzzy multi-objective linear programming: Optimization of possibilistic value at risk (pVaR) , 2013, Expert Syst. Appl..

[21]  Paraman Anukokila,et al.  Optimal solution of fractional programming problem based on solid fuzzy transportation problem , 2015 .

[22]  K. B. Haley,et al.  THE SOLID TRANSPORTATION PROBLEM , 2016 .

[23]  Manoranjan Maiti,et al.  Multi-objective solid transportation problem in imprecise environments , 2013, Journal of Transportation Security.

[24]  Manoranjan Maiti,et al.  Fixed charge transportation problem with type-2 fuzzy variables , 2014, Inf. Sci..

[25]  Przemyslaw Grzegorzewski,et al.  Nearest interval approximation of a fuzzy number , 2002, Fuzzy Sets Syst..

[26]  Jiuping Xu,et al.  Fuzzy-Like Multiple Objective Decision Making , 2011, Studies in Fuzziness and Soft Computing.

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

[28]  Anupam Ojha,et al.  A stochastic discounted multi-objective solid transportation problem for breakable items using Analytical Hierarchy Process , 2010 .

[29]  Manoranjan Maiti,et al.  A numerical approach to a multi-objective optimal inventory control problem for deteriorating multi-items under fuzzy inflation and discounting , 2008, Comput. Math. Appl..

[30]  Dipankar Chakraborty,et al.  A random fuzzy production inventory problem with backorder rate based on controllable preparation time and safety factor via genetic algorithm , 2014 .

[31]  S. A. Abass,et al.  A PARAMETRIC STUDY ON TRANSPORTATION PROBLElVI UNDER FUZZY ENVIRONMENT , 2002 .

[32]  Ali Ebrahimnejad,et al.  A simplified new approach for solving fuzzy transportation problems with generalized trapezoidal fuzzy numbers , 2014, Appl. Soft Comput..

[33]  Bheeman Radhakrishnan,et al.  A compensatory approach to fuzzy fractional transportation problem , 2014, Int. J. Math. Oper. Res..

[34]  Sigrun Dewess A pivot generation approach for the classical Hitchcock transportation problem , 2014 .

[35]  Manoranjan Maiti,et al.  Fuzzy stochastic solid transportation problem using fuzzy goal programming approach , 2014, Comput. Ind. Eng..

[36]  Masatoshi Sakawa,et al.  An Interactive Fuzzy Satisficing Method for Multiobjective Linear-Programming Problems and Its Application , 1987, IEEE Transactions on Systems, Man, and Cybernetics.