COLLABORATIVE PRODUCTION-DISTRIBUTION PLANNING IN SUPPLY CHAIN: A FUZZY GOAL PROGRAMMING APPROACH

Collaborative production-distribution planning problem in supply chain systems is dealt with in this paper. A multi-objective linear programming model is developed in this concern. In order to reflect the collaborative planning issues to the model and to provide a more realistic model structure, decision makers' imprecise aspiration levels for the goals are incorporated into the model using fuzzy goal programming approach. To explore the viability of different fuzzy goal programming approaches for the collaborative production-distribution problem in different supply chain structures, i.e. centralized and decentralized, computational experiments are performed on a hypothetically constructed case problem. Computational results support our assertion that fuzzy goal programming approaches can effectively be used in handling the collaborative production-distribution planning problems in different supply chain structures.

[1]  Gautam Mitra,et al.  Mathematical Models for Decision Support , 1987, NATO ASI Series.

[2]  S. Goyal,et al.  Models for multi-plant coordination , 1993 .

[3]  T. V. D. Vaart,et al.  A case of shared resources, uncertainty and supply chain integration in the process industry , 2005 .

[4]  Dobrila Petrovic,et al.  Simulation of supply chain behaviour and performance in an uncertain environment , 2001 .

[5]  Chun-Wei R. Lin,et al.  A fuzzy strategic alliance selection framework for supply chain partnering under limited evaluation resources , 2004, Comput. Ind..

[6]  Radivoj Petrovic,et al.  Modelling and simulation of a supply chain in an uncertain environment , 1998, Eur. J. Oper. Res..

[7]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[8]  Marc Goetschalckx,et al.  Strategic production-distribution models: A critical review with emphasis on global supply chain models , 1997 .

[9]  T. Canz,et al.  Fuzzy Linear Programming in DSS for Energy System Planning , 1996 .

[10]  S. Vickery,et al.  The effects of an integrative supply chain strategy on customer service and financial performance: an analysis of direct versus indirect relationships , 2003 .

[11]  Jaroslav Ramík Fuzzy goals and fuzzy alternatives in goal programming problems , 2000, Fuzzy Sets Syst..

[12]  James P. Ignizio,et al.  ON THE (RE)DISCOVERY OF FUZZY GOAL PROGRAMMING , 1982 .

[13]  Toshikazu Yamaguchi,et al.  Linear fractional goal programming in consideration of fuzzy solution , 1996 .

[14]  Cheng-Liang Chen,et al.  Multi-objective optimization of multi-echelon supply chain networks with uncertain product demands and prices , 2004, Comput. Chem. Eng..

[15]  Edward L. Hannan,et al.  SOME FURTHER COMMENTS ON FUZZY PRIORITIES , 1981 .

[16]  W. Mohammed Chance constrained fuzzy goal programming with right-hand side uniform random variable coefficients , 2000, Fuzzy Sets Syst..

[17]  Srinagesh Gavirneni,et al.  Benefits of co-operation in a production distribution environment , 2001, Eur. J. Oper. Res..

[18]  Josef Kallrath,et al.  Optimal planning in large multi-site production networks , 2000, Eur. J. Oper. Res..

[19]  R. Narasimhan GOAL PROGRAMMING IN A FUZZY ENVIRONMENT , 1980 .

[20]  Asoo J. Vakharia,et al.  Integrated production/distribution planning in supply chains: An invited review , 1999, Eur. J. Oper. Res..

[21]  Manoj Kumar,et al.  A fuzzy goal programming approach for vendor selection problem in a supply chain , 2004, Comput. Ind. Eng..

[22]  Richard Bellman,et al.  Decision-making in fuzzy environment , 2012 .

[23]  Hsiao-Fan Wang,et al.  A generalization of fuzzy goal programming with preemptive structure , 1997, Comput. Oper. Res..

[24]  R. Narasimhan,et al.  Fuzzy goal programming with nested priorities , 1984 .

[25]  Young Hae Lee,et al.  Production-distribution planning in supply chain considering capacity constraints , 2002 .

[26]  Marshall L. Fisher,et al.  Coordination of production and distribution planning , 1994 .

[27]  Sheng-Lin Chang,et al.  Applying fuzzy linguistic quantifier to select supply chain partners at different phases of product life cycle , 2006 .

[28]  Linet Özdamar,et al.  A hierarchical planning approach for a production-distribution system , 1999 .

[29]  Juite Wang,et al.  Fuzzy decision modeling for supply chain management , 2005, Fuzzy Sets Syst..

[30]  B. K. Mohanty,et al.  A preference structure on aspiration levels in a goal programming problem—a fuzzy approach , 1988 .

[31]  R. Tiwari,et al.  Priority structure in fuzzy goal programming , 1986 .

[32]  Ramadan Hamed Mohamed The relationship between goal programming and fuzzy programming , 1997, Fuzzy Sets Syst..

[33]  Edward L. Hannan CONTRASTING FUZZY GOAL PROGRAMMING AND “FUZZY” MULTICRITERIA PROGRAMMING* , 1982 .

[34]  Waiel F. Abd El-Wahed,et al.  A hybrid fuzzy-goal programming approach to multiple objective decision making problems , 2001, Fuzzy Sets Syst..

[35]  Chen-Tung Chen,et al.  A fuzzy approach for supplier evaluation and selection in supply chain management , 2006 .

[36]  Brigitte Werners,et al.  Aggregation Models in Mathematical Programming , 1988 .

[37]  Hartmut Stadtler,et al.  Negotiation-based collaborative planning between supply chains partners , 2005, Eur. J. Oper. Res..

[38]  Hau L. Lee,et al.  Strategic Analysis of Integrated Production-Distribution Systems: Models and Methods , 1988, Oper. Res..

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

[40]  G. Barbarosoglu,et al.  Hierarchical design of an integrated production and 2-echelon distribution system , 1999, Eur. J. Oper. Res..

[41]  Young Hae Lee,et al.  Production-distribution planning in supply chain using a hybrid approach , 2002 .

[42]  R. Tiwari,et al.  Fuzzy goal programming- an additive model , 1987 .

[43]  D. Lambert,et al.  Issues in Supply Chain Management , 2000 .

[44]  Gwo-Hshiung Tzeng,et al.  FUZZY MULTI OBJECTIVE APPROACH TO THE SUPPLY CHAIN MODEL , 2002 .

[45]  Chen-Tung Chen,et al.  Order-fulfillment ability analysis in the supply-chain system with fuzzy operation times , 2006 .

[46]  Keith J. Burnham,et al.  A heuristic procedure for the two-level control of serial supply chains under fuzzy customer demand , 2006 .

[47]  Pierpaolo Pontrandolfo,et al.  A fuzzy echelon approach for inventory management in supply chains , 2003, Eur. J. Oper. Res..

[48]  Douglas J. Thomas,et al.  Coordinated supply chain management , 1996 .

[49]  B. Beamon Supply chain design and analysis:: Models and methods , 1998 .