Modeling synergies in multi-criteria supplier selection and order allocation: An application to commodity trading

European Journal of Operational Research

Volumn 254, Issue 3, 2016, Pages 859-874

  Sodenkamp, Mariya A ^a   Tavana, Madjid ^b,c   Di Caprio, Debora ^d,e  

^a UNIVERSITY OF BAMBERG   (Germany)

^b LA SALLE UNIVERSITY   (United States)

^c UNIVERSITY OF PADERBORN   (Germany)

^d YORK UNIVERSITY   (Canada)

^e Polo Tecnologico IISS G Galilei   (Italy)

Author keywords

Multi objective decision making; Supplier selection and order allocation; Synergy of alternatives; Total value of purchasing; Voting power

Indexed keywords

AGRICULTURE; COMBINATORIAL OPTIMIZATION; COMMERCE; DECISION THEORY; FINANCIAL MARKETS; LINEAR PROGRAMMING; SALES; SUPPLY CHAINS;

MULTI OBJECTIVE DECISION MAKING; ORDER ALLOCATION; SYNERGY OF ALTERNATIVES; TOTAL VALUES; VOTING POWER;

DECISION MAKING;

EID: 84992305653     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejor.2016.04.015     Document Type: Article

References (111)

1. R. Agarwal, W. Selen Dynamic capability building in service value networks for achieving service innovation Decision Sciences 40 3 2009 431 475
2. N. Aissaoui, M. Haouari, E. Hassini Supplier selection and order lot sizing modelling: A review Computers & Operations Research 34 12 2007 3516 3540
3. A. Aldian, A.A.P. Taylor A consistent method to determine flexible criteria weights for multicriteria transport project evaluation in developing countries Journal of the Eastern Asia Society for Transportation Studies 6 2005 3948 3963
4. M.J. Alves, J. Climaco A note on a decision support system for multiobjective integer and mixed-integer programming problems European Journal of Operational Research 155 1 2004 258 265
5. An H., D.E. Green, J. Johrendt Multi-objective optimization and sensitivity analysis of tube hydroforming The International Journal of Advanced Manufacturing Technology 50 1-4 2010 67 84
6. S.H. Amin, J. Razmi, G. Zhang Supplier selection and order allocation based on fuzzy SWOT analysis and fuzzy linear programming Expert Systems with Applications 38 1 2011 334 342
7. G. Andrienko, N. Andrienko, P. Jankowski, D. Keim, M.-J. Kraak, A. MacEachren, S. Wrobel Geovisual analytics for spatial decision support: Setting the research agenda International Journal of Geographical Information Science 21 8 2007 839 857
8. M. Arora, R. Biswas Deployment of neutrosophic technology to retrieve answer for queries posed in natural language Computer Science and Information Technology 3 2010 435 439
9. M. Barratt Understanding the meaning of collaboration in the supply chain Supply Chain Management: an international journal 9 1 2004 30 42
10. P.J. Beers, H.P. Boshuizen, P.A. Kirschner, W.H. Gijselaers Common ground, complex problems and decision making Group Decision and Negotiation 15 6 2006 529 556
11. S.E. Bodily A delegation process for combining individual functions Management Science 25 10 1979 1035 1041
12. F. Bolger, G. Rowe The aggregation of expert judgment: Do good things come to those who weight? Risk Analysis 35 1 2015 5 11 10.1111/risa.12272
13. S.D. Bond, K.A. Carlson, R.L. Keeney Generating objectives: Can decision makers articulate what they want? Management Science 54 1 2008 56 70
14. S.D. Bond, K.A. Carlson, R.L. Keeney Improving the generation of decision objectives Decision Analysis 7 3 2010 238 255
15. J.J. Buckley Fuzzy hierarchical analysis Fuzzy sets and systems 17 3 1985 233 247
16. J.R. Carter, R. Narasimhan Is purchasing really strategic? International Journal of Purchasing and Materials Management 32 1 1996 20 28
17. Chang B., Chang C.-W., Wu C.-H. Fuzzy DEMATEL method for developing supplier selection criteria Expert Systems with Applications 38 3 2011 1850 1858
18. S.R. Chidamber, C.F. Kemerer A metrics suite for object oriented design IEEE Transactions on Software Engineering 20 6 1994 476 493
19. Choi J.H., Chang Y.S. A two-phased semantic optimization modeling approach on supplier selection in e-procurement Expert Systems with Applications 31 1 2006 137 144
20. Chou S.-Y., Chang Y.-H., Shen C.-Y. A fuzzy simple additive weighting system under group decision-making for facility location selection with objective/subjective attributes European Journal of Operational Research 189 1 2008 132 145
21. J.L. Cohon Multiobjective programming and planning 1978 Academic Press New York
22. G.S. Day The capabilities of market-driven organizations Journal of Marketing 58 4 1994 37 52
23. R.J. Delforce, J.B. Hardaker An experiment in multiattribute theory Australian Journal of Agricultural Economics 29 3 1985 179 198
24. E.A. Demirtas, O. Ustun Analytic network process and multi-period goal programming integration in purchasing decisions Computers & Industrial Engineering 56 2 2009 677 690
25. A.R. Dennis, J. Rennecker, S. Hansen Invisible whispering: Restructuring collaborative decision making with instant messaging Decision Sciences 41 4 2010 845 886
26. J.H. Dyer, H. Singh The relational view: Cooperative strategy and sources of interorganizational competitive advantage Academy of Management Review 23 4 1998 660 679
27. C. Eden, H. Williams, T. Smithin Synthetic wisdom: The Design of a mixed-mode modelling system for organizational decision making Journal of the Operational Research Society 1986 233 241
28. W. Edwards How to use multiattribute utility measurement for social decision making IEEE Transactions on Systems, Man and Cybernetics 7 5 1977 326 340
29. L.M. Ellram, J.N. Pearson The role of the purchasing function: Toward team participation International Journal of Purchasing and Materials Management 29 3 1993 3 9
30. A. Engau Interactive decomposition-coordination methods for complex decision problems Handbook of multicriteria analysis, applied optimization 103 2010 Springer-Verlag Berlin-Heidelberg 329 365
31. A.S. Erdem, E. Göçen Development of a decision support system for supplier evaluation and order allocation Expert Systems with Applications 39 5 2012 4927 4937
32. F. Faez, S.H. Ghodsypour, C. O'Brien Vendor selection and order allocation using an integrated fuzzy case-based reasoning and mathematical programming model International Journal of Production Economics 121 2 2009 395 408
33. B. Flynn, Huo B., Zhao X. The impact of supply chain integration on performance: A contingency and configuration approach Journal of Operations Management 28 1 2009 58 71
34. L.A. Franco Assessing the impact of problem structuring methods in multi-organizational settings: an empirical investigation Journal of the Operational Research Society 58 6 2007 760 768
35. Fu G. A fuzzy optimization method for multicriteria decision making: An application to reservoir flood control operation Expert Systems with Applications 34 1 2008 145 149
36. Fu L., D. Sun, L.R. Rilett Heuristic shortest path algorithms for transportation applications: State of the art Computers & Operations Research 33 11 2006 3324 3343
37. H. Gatignon, J.M. Xuereb Strategic orientation of the firm and new product performance Journal of Marketing Research 34 1 1997 77 90
38. S.H. Ghodsypour, C. O'Brien The total cost of logistics in supplier selection, under conditions of multiple sourcing, multiple criteria and capacity constraint International Journal of Production Economics 73 1 2001 15 27
39. E. Gossett Discrete mathematics with proof 2nd ed. 2009 John Wiley & Sons
40. K.G. Grunert, T. Trondsen, E.G. Campos, J.A. Young Market orientation in the mental models of decision makers: Two cross-border value chains International Marketing Review 27 1 2010 7 27
41. A. Gunasekaran, E.W.T. Ngai Decision support systems for logistics and supply chain management Decision Support Systems 52 4 2012 777 778
42. S.H. Ha, R. Krishnan A hybrid approach to supplier selection for the maintenance of a competitive supply chain Expert Systems with Applications 34 2 2008 1303 1311
43. J.R. Hackman, R.E. Kaplan Interventions into group process: An approach to improving the effectiveness of groups Decision Sciences 5 3 1974 459 480
44. S. Hamilton, N.L. Chervany Evaluating information system effectiveness - Part 1: Comparing evaluation approaches MIS Quarterly 5 3 1981 55 69
45. J. Hätönen, M. Ruokonen Revising marketing strategies for supplier selection criteria: Small firm approach from the information and communications industry Journal of Business & Industrial Marketing 25 2 2010 159 167.
46. K. Hayashi Multicriteria analysis for agricultural resource management: A critical survey and future perspectives European Journal of Operational Research 122 2 2000 486 500
47. Hayes, R.H. and Wheelwright, S.C., 1984. Restoring our competitive edge: competing through manufacturing.
48. Ho W., Xu X., P.K. Dey Multi-criteria decision making approaches for supplier evaluation and selection: A literature review European Journal of Operational Research 202 1 2010 16 24
49. S. Im, J. Workman The impact of creativity on new product success Journal of Marketing 68 2 2004 114 132
50. B. Karpak, E. Kumcu, R.R. Kasuganti Purchasing materials in the supply chain: Managing a multi-objective task European Journal of Purchasing & Supply Management 7 3 2001 209 216
51. R.L. Keeney Value-focused thinking: A path to creative decision-making 1992 Harvard University Press, Cambridge Cambridge
52. R.L. Keeney Common mistakes in making value trade-offs Operations Research 50 6 2002 935 945
53. R.L. Keeney, K.E. See, D. Von Winterfeldt Evaluating academic programs: With applications to US graduate decision science programs Operations Research 54 5 2006 813 828
54. R.L. Keeney, D. von Winterfeldt Eliciting probabilities from experts in complex technical problems IEEE Transactions on Engineering Management 38 3 1991 191 201
55. D.E. Knuth 3rd ed. The art of computer programming: Fundamental algorithms 1 1997 Pearson Education
56. D.E. Knuth Art of computer programming: Generating all trees. History of combinatorial generation 4 2006 Pearson Education
57. A.K. Kohli, B. Jaworski Market orientation: The construct, research propositions, and managerial implications Journal of Marketing 54 2 1990 1 18
58. A. Kokangul, Z. Susuz Integrated analytical hierarch process and mathematical programming to supplier selection problem with quantity discount Applied mathematical modelling 33 3 2009 1417 1429
59. R. Lamming Squaring lean supply with supply chain management International Journal of Operations & Production Management 16 2 1996 183 196
60. J.W. Lee, S.H. Kim An integrated approach for interdependent information system project selection International Journal of Project Management 19 2 2001 111 118
61. M.R. Leenders, H.E. Fearon Purchasing and supply management 11th ed. 1997 Irwin Chicago, IL
62. D. Li, P.Y.K. Chau, F. Lai Market orientation, ownership type, and E-business assimilation: Evidence from Chinese firms Decision Sciences 41 1 2010 115 145
63. J. Liesiö, P. Mild, A. Salo Preference programming for robust portfolio modeling and project selection European Journal of Operational Research 181 3 2007 1488 1505
64. Lu S.Y. A tree-matching algorithm based on node splitting and merging IEEE Transactions on Pattern Analysis and Machine Intelligence 6 2 1984 249 256
65. M.A. Lyles Formulating strategic problems: Empirical analysis and model development Strategic Management Journal 2 1 1981 61 75
66. F. Mafakheri, M. Breton, A. Ghoniem Supplier selection-order allocation: A two-stage multiple criteria dynamic programming approach Economics 132 1 2011 52 57
67. J.E. Matheson, R.L. Winkler Scoring rules for continuous probability distributions Management Science 22 10 1976 1087 1096
68. G. Montibeller, A. Franco Multi-criteria decision analysis for strategic decision making Handbook of Multicriteria Analysis, Applied Optimization 103 2 2010 25 48
69. G. Montibeller, L.A. Franco, E. Lord, A. Iglesias Structuring resource allocation decisions: A framework for building multi-criteria portfolio models with area-grouped options European Journal of Operational Research 199 3 2009 846 856
70. G. Montibeller, D. von Winterfeldt Cognitive and motivational biases in decision and risk analysis Risk Analysis 2015 10.1111/risa.12360
71. C. Muralidharan, S.P. Anantharaman, S.G.A. Deshmukh Multicriteria group decision making model for supplier rating The Journal of Supply Chain Management 38 4 2002 22 35
72. J. Mustajoki, R.P. Hämälainen, A. Salo Decision support by interval SMART/SWING - Incorporating imprecision in the SMART and SWING methods Decision Sciences 36 2 2005 317 339
73. P.C. Nutt Formulation Tactics and the Success of Organizational Decision Making Decision Sciences 23 3 1992 519 540
74. J.C. Narver, S.F. Slater The effect of a market orientation on business profitability Journal of Marketing 54 4 1990 20 35
75. S.M. Ordoobadi, S. Wang A multiple perspectives approach to supplier selection Industrial Management & Data Systems 111 4 2011 629 648
76. D. Özgen, S. Önüt, B. Gülsün, U.R. Tuzkaya, G. Tuzkaya A two-phase possibilistic linear programming methodology for multi-objective supplier evaluation and order allocation problems Information Sciences 178 2 2008 485 500
77. M. Pagell Understanding the factors that enable and inhibit the integration of operations, purchasing and logistics Journal of operations management 22 5 2004 459 487
78. M. Perez Perez, A. Sanchez Lean production and technology networks in the Spanish automotive supplier industry Management International Review 42 3 2002 261 278
79. L. Phillips, M. Phillips Facilitated work groups: Theory and practice Journal of Operational Research Society 44 6 1993 533 549
80. G.C. Rausser, J. Yassour Multiattribute utility analysis: The case of Filipino rice policy American Journal of Agricultural Economics 63 4 1981 484 494
81. J. Rezaei, M. Davoodi Multi-objective models for lot-sizing with supplier selection International Journal of Production Economics 130 1 2011 77 86
82. T.L. Saaty, M. Sodenkamp The analytic hierarchy and analytic network measurement processes: The measurement of intangibles decision making under benefits, opportunities, costs and risks Handbook of Multicriteria Analysis, Applied Optimization 103 2 2010 91 166
83. R. Sanathanam, G.J. Kyparisis A decision model for interdependent information system project selection European Journal of Operational Research 89 2 1996 380 399
84. A. Sanayei, S.F. Mousavi, C. Abdi, A. Mohaghar An integrated group decision-making process for supplier selection and order allocation using multi-attribute utility theory and linear programming Journal of the Franklin Institute 345 7 2008 731 747
85. J.N. Sheth, A. Sharma, G.R. Iyer Why integrating purchasing with marketing is both inevitable and beneficial Industrial Marketing Management 38 8 2009 865 871
86. B.S. Shum, L. Cannavacciuolo, A. Liddo, L. Iandoli, I. Quinto Using social network analysis to support collective decision-making process International Journal of Decision Support System Technology 3 2 2011 15 31
87. S.F. Slater Issues in conducting marketing strategy research Journal of Strategic Marketing 3 4 1995 257 270
88. M.A. Sodenkamp, L. Suhl A multicriteria multilevel group decision method for supplier selection and order allocation International Journal of Strategic Decision Sciences 3 1 2012 81 105
89. J. Surowiecki The wisdom of crowds: Why the many are smarter than the few and how collective wisdom shapes business Economies, Societies and Nations 2004 296
90. M. Tavana A priority assessment multi-criteria decision model for human spaceflight mission planning at NASA Journal of the Operational Research Society 57 10 2006 1197 1215
91. M. Tavana, M.A. Sodenkamp A fuzzy multi-criteria decision analysis model for advanced technology assessment at Kennedy Space Center Journal of the Operational Research Society 61 2009 1459 1470
92. M. Tavana, M.A. Sodenkamp, B.S. Bourgeois Fuzzy multiple criteria base realignment and closure (BRAC) benchmarking system at the Department of Defense Benchmarking: An International Journal 16 2 2009 192 221
93. M. Tavana, M.A. Sodenkamp, L. Suhl A soft multi-criteria decision analysis model with application to the European Union enlargement Annals of Operations Research 181 1 2010 393 421
94. M. Tavana, F. Zandi Applying fuzzy bi-dimensional scenario-based model to the assessment of Mars mission architecture scenarios Advances in Space Research 49 4 2012 629 647
95. H. Tempelmeier A simple heuristic for dynamic order sizing and supplier selection with time-varying data Production and Operations Management 11 4 2002 499 515
96. R.J. Trent, R.M. Monczka Purchasing and supply management: Trends and changes throughout the 1990s International Journal of Purchasing and Materials Management 34 4 1998 2 11
97. G. Valiente Tree Isomorphism In Algorithms on Trees and Graphs 2002 Springer Berlin Heidelberg 151 251
98. P.J.M. van Laarhoven, W. Pedrycz A fuzzy extension of Saaty's priority theory Fuzzy Sets and Systems 11 1-3 1983 229 241
99. A.J. Van Weele Purchasing and supply chain management: Analysis, strategy, planning and practice 2009 Cengage Learning EMEA
100. M.A. Vonderembse, M. Tracey The impact of supplier selection criteria and supplier involvement on manufacturing performance The Journal of Supply Chain Management: A Global Review of Purchasing and Supply 35 3 1999 33 39
101. R. von Nitzsch, M. Weber The effect of attribute ranges on weights in multiattribute utility measurements Management Science 39 8 1993 937 943
102. D. Von Winterfeldt, W. Edwards Decision analysis and behavioral research 1986 Cambridge University Press Cambridge, UK
103. T.C. Wang, H.D. Lee Developing a fuzzy TOPSIS approach based on subjective weights and objective weights Expert Systems with Applications 36 5 2009 8980 8985
104. C.A. Weber, J.R. Current A multiobjective approach to vendor selection European Journal of Operational Research 68 2 1993 173 184
105. C.A. Weber, J.R. Current, W.C. Benton Vendor selection criteria and methods European Journal of Operational Research 50 1 1991 2 18
106. C.A. Weber, J.R. Current, A. Desai An optimization approach to determining the number of vendors to employ Supply Chain Management: An International Journal 5 2 2000 90 98
107. M. Weber, F. Eisenfuhr, D. von Winterfeldt The effects of splitting attributes on weights in multiattribute utility measurement Management Science 34 4 1988 431 445
108. M. Wouters, J. Anderson, F. Wynstra The adoption of total cost of ownership for sourcing decisions - A structural equations analysis Accounting, Organizations and Society 30 2 2005 167 191
109. Zhao X. The impact of internal integration and relationship commitment on external integration Journal of Operations Management 29 1-2 2011 17 32
110. M. Zollow, S.G. Winter Deliberate learning and the evolution of dynamic capabilities Organisation Science 13 3 2002 339 351
111. A. Zouggari, L. Benyoucef Simulation based fuzzy TOPSIS approach for group multi-criteria supplier selection problem Engineering Applications of Artificial Intelligence 25 3 2011 507 519