Vendor Selection and Supply Quotas Determination by using Revised Weighting Method and Multi-Objective Programming Methods
In this paper a new methodology for vendor selection
and supply quotas determination (VSSQD) is proposed. The problem
of VSSQD is solved by the model that combines revised weighting
method for determining the objective function coefficients, and a
multiple objective linear programming (MOLP) method based on the
cooperative game theory for VSSQD. The criteria used for VSSQD
are: (1) purchase costs and (2) product quality supplied by individual
vendors. The proposed methodology has been tested on the example
of flour purchase for a bakery with two decision makers.
[1] S. H. Ghodsypour, and C. O’Brien, “A decision support system for
supplier selection using an integrated analytic hierarchy process and
linear programming”, Int. J. Production Economics, Vol. 56, 1998, p.
199-212.
[2] G. Wang, H. H. Samuel, and J. P. Dismekes, “Product driven supply
chain selection using integrated multicriteria decision-making
methodology”, Int. J. Production Economics, Vol. 91, 2004, p. 1-15.
[3] P. Kumar, R. Shankar, and S. S. Yadav, “An integrated approach of
Analytic Hierarchy Process and Fuzzy Linear Programming for supplier
selection”, Int. J. Operational Research, Vol. 3, No. 6, 2008, p. 614-631.
[4] M. Kumar, P. Vrat, and R. Shankar, “A fuzzy goal programming
approach for vendor selection problem in a supply chain”, Computers &
Industrial Engineering, Volume 46, Issue 1, 2004, p. 69-85.
[5] M. Kumar, P. Vrat, and R. Shankar, “A fuzzy goal programming
approach for vendor selection problem in a supply chain”, Int. J.
Production Economics, Vol. 101, 2005, p. 273-285.
[6] T. Perić, Z. Babić, and I. Veža, “Vendor selection and supply quantities
determination in a bakery by AHP and fuzzy multi-criteria
programming”, International Journal of Computer Integrated
Manufacturing, Vol. 26, Issue 9, 2013, p. 816-829.
[7] T. Perić, and Z. Babić, “Vendor Selection by Application of Revised
Weighting Method and Fuzzy Multicriteria Linear Programming”,
Proceedings of the Challenges for Analysis of the Economy, the
Businesses, and Social Progress, International Scientific Conference,
Szeged, November 19-21, 2009. www.edoc.
hu/conferences/statconf2009, Edited by Peter Kovacs, Katalin Szep
and Tamas Katona, Published by Unidocument Kft. www.edocument.
hu, Szeged, 2010, p. 1317 – 1342.
[8] J. M. Osborne, An introduction to game theory, Oxford University Press,
New York, 2004.
[9] C. L. Hwang, and A. S. M. Masud, Multiple Objective Decision Making:
Methods and Applications, Springer Verlag, New York, 1979.
[10] C. A. Weber, J. R. Current, and W. C. Benton, “Vendor selection criteria
and methods”, European Journal of Operational Research, Vol. 50,
1991, p. 2-18.
[11] J. Koski, and R. Silvennoinen, “Norm Methods and Partial Weighting in
Multicriterion Optimization of Structures”, International Journal for
Numerical Methods in Engineering, Vol. 24, No. 6, 1987, p. 1101-1121.
[12] S. Gass, and T. Satty, The Computational Algorithm for the parametric
Objective Function, Naval Research Logistics Quarterly, Vol. 2, 1955,
p. 39-45.
[13] L. Zadeh, “Optimality and Non-Scalar-valued Performance Criteria”,
IEEE Transactions on Automatic Control, Vol. 8, 1963, p. 59-60.
[14] C-S. Lee, “Multi-objective game theory models for conflict analysis in
reservoir watershed management”, Chemosphere, Vol. 87, 2012, p. 608
– 613.
[1] S. H. Ghodsypour, and C. O’Brien, “A decision support system for
supplier selection using an integrated analytic hierarchy process and
linear programming”, Int. J. Production Economics, Vol. 56, 1998, p.
199-212.
[2] G. Wang, H. H. Samuel, and J. P. Dismekes, “Product driven supply
chain selection using integrated multicriteria decision-making
methodology”, Int. J. Production Economics, Vol. 91, 2004, p. 1-15.
[3] P. Kumar, R. Shankar, and S. S. Yadav, “An integrated approach of
Analytic Hierarchy Process and Fuzzy Linear Programming for supplier
selection”, Int. J. Operational Research, Vol. 3, No. 6, 2008, p. 614-631.
[4] M. Kumar, P. Vrat, and R. Shankar, “A fuzzy goal programming
approach for vendor selection problem in a supply chain”, Computers &
Industrial Engineering, Volume 46, Issue 1, 2004, p. 69-85.
[5] M. Kumar, P. Vrat, and R. Shankar, “A fuzzy goal programming
approach for vendor selection problem in a supply chain”, Int. J.
Production Economics, Vol. 101, 2005, p. 273-285.
[6] T. Perić, Z. Babić, and I. Veža, “Vendor selection and supply quantities
determination in a bakery by AHP and fuzzy multi-criteria
programming”, International Journal of Computer Integrated
Manufacturing, Vol. 26, Issue 9, 2013, p. 816-829.
[7] T. Perić, and Z. Babić, “Vendor Selection by Application of Revised
Weighting Method and Fuzzy Multicriteria Linear Programming”,
Proceedings of the Challenges for Analysis of the Economy, the
Businesses, and Social Progress, International Scientific Conference,
Szeged, November 19-21, 2009. www.edoc.
hu/conferences/statconf2009, Edited by Peter Kovacs, Katalin Szep
and Tamas Katona, Published by Unidocument Kft. www.edocument.
hu, Szeged, 2010, p. 1317 – 1342.
[8] J. M. Osborne, An introduction to game theory, Oxford University Press,
New York, 2004.
[9] C. L. Hwang, and A. S. M. Masud, Multiple Objective Decision Making:
Methods and Applications, Springer Verlag, New York, 1979.
[10] C. A. Weber, J. R. Current, and W. C. Benton, “Vendor selection criteria
and methods”, European Journal of Operational Research, Vol. 50,
1991, p. 2-18.
[11] J. Koski, and R. Silvennoinen, “Norm Methods and Partial Weighting in
Multicriterion Optimization of Structures”, International Journal for
Numerical Methods in Engineering, Vol. 24, No. 6, 1987, p. 1101-1121.
[12] S. Gass, and T. Satty, The Computational Algorithm for the parametric
Objective Function, Naval Research Logistics Quarterly, Vol. 2, 1955,
p. 39-45.
[13] L. Zadeh, “Optimality and Non-Scalar-valued Performance Criteria”,
IEEE Transactions on Automatic Control, Vol. 8, 1963, p. 59-60.
[14] C-S. Lee, “Multi-objective game theory models for conflict analysis in
reservoir watershed management”, Chemosphere, Vol. 87, 2012, p. 608
– 613.
@article{"International Journal of Information, Control and Computer Sciences:70363", author = "Tunjo Perić and Marin Fatović", title = "Vendor Selection and Supply Quotas Determination by using Revised Weighting Method and Multi-Objective Programming Methods", abstract = "In this paper a new methodology for vendor selection
and supply quotas determination (VSSQD) is proposed. The problem
of VSSQD is solved by the model that combines revised weighting
method for determining the objective function coefficients, and a
multiple objective linear programming (MOLP) method based on the
cooperative game theory for VSSQD. The criteria used for VSSQD
are: (1) purchase costs and (2) product quality supplied by individual
vendors. The proposed methodology has been tested on the example
of flour purchase for a bakery with two decision makers.", keywords = "Cooperative game theory, multiple objective linear
programming, revised weighting method, vendor selection.", volume = "9", number = "6", pages = "1503-7", }