Application of a hybrid intelligent decision support model in logistics outsourcing

Computers and Operations Research

Volumn 34, Issue 12, 2007, Pages 3701-3714

  Işiklar, Gülfem ^a   Alptekin, Emre ^a   Büyüközkan, Gülçin ^a  

^a GALATASARAY UNIVERSITY   (Turkey)

Author keywords

Case based reasoning; Compromise programming; Decision support system; Evaluation and selection 3PL service providers; Fuzzy logic; Rule based reasoning

Indexed keywords

CASE BASED REASONING; DECISION MAKING; FORMAL LOGIC; FUZZY LOGIC; LOGIC PROGRAMMING; LOGISTICS; OUTSOURCING; PROGRAMMING THEORY;

COMPROMISE PROGRAMMING; EVALUATION AND SELECTION 3PL SERVICE PROVIDERS; FIRM'S LOGISTICS ACTIVITIES; INTELLIGENT DECISION SUPPORT MODEL; THIRD-PARTY LOGISTICS;

DECISION SUPPORT SYSTEMS;

EID: 34247547016     PISSN: 03050548     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cor.2006.01.011     Document Type: Article

References (53)

1. Embleton PR, Wright PC. A practical guide to successful outsourcing Empowerment in Organizations 1998;6(3):94-106.
2. Lieb R.C., Millen R.A., and Wassenhove L.V. Third-party logistics services. a comparison of experienced American and European manufacturers. International Journal of Physical Distribution & Logistics Management 6 23 (1993) 35-44
3. Jharkharia S, Shankar R. Selection of logistics service provider: an analytic network process (ANP) approach. Omega 2005; in press, available through 〈www.sciencedirect.com〉.
4. Murphy P.R., and Poist R.F. Third-party logistics: some user versus provider perspectives. Journal of Business Logistics 21 1 (2000) 121-133
5. Paché G. Logistics outsourcing in grocery distribution: a European perspective. Logistics Information Management 11 5 (1998) 301-308
6. Razzaque M.A., and Sheng C.C. Outsourcing of logistics functions. a literature survey. International Journal of Physical Distribution & Logistics Management 28 2 (1998) 89-107
7. Sheffi Y. Third party logistics: present and future prospects. Journal of Business Logistics 11 2 (1990) 27-39
8. Sohail M.S., and Sohal A.S. The use of third party logistics services: a Malaysian perspective. Technovation 23 5 (2003) 401-408
9. van Laarhoven P., Berglund M., and Peters M. Third-party logistics in Europe-five years later. International Journal of Physical Distribution & Logistics Management 30 5 (2000) 425-442
10. Wilding R., and Juriado R. Customer perceptions on logistics outsourcing in the European consumer goods industry. International Journal of Physical Distribution & Logistics Management 34 8 (2004) 628-644
11. Handfield R., Walton S.V., Stroufe R., and Melnyk S.A. Applying environmental criteria to supplier assessment: a study in the application of the AHP. European Journal of Operational Research 141 1 (2002) 70-87
12. Carr A.S., and Pearson J.N. The impact of purchasing and supplier involvement on strategic purchasing and its impact on firm's performance. International Journal of Operations and Production Management 22 9 (2002) 1032-1055
13. Liu J., Ding F.Y., and Lall V. Using data envelopment analysis to compare suppliers for supplier selection and performance improvement. Supply Chain Management: An International Journal 5 3 (2000) 143-150
14. Yan J., Chaudhry P.E., and Chaudhry S.S. A model of decision support system based on case-based reasoning for third-party logistics evaluation. Expert Systems 20 4 (2003) 196-207
15. Chen C-T, Lin C-T, Huang S-F. A fuzzy approach for supplier evaluation and selection in supply chain management. International Journal of Production Economics 2005; in press, available through 〈www.sciencedirect.com〉.
16. Chang C.L., Cheng B.W., and Su J.L. Using case-based reasoning to establish a continuing care information system of discharge planning. Expert Systems with Application 26 (2004) 601-613
17. Chan F. Application of a hybrid case-based reasoning approach in electroplating industry. Expert Systems with Applications 29 (2005) 121-130
18. Changchien S.W., and Lin M.-C. Design and implementation of a case-based reasoning system for marketing plans. Expert Systems with Applications 28 (2005) 43-53
19. Choy KL, Lee WB, Lau HCW, Choy LC. A knowledge-based supplier intelligence retrieval system for outsource manufacturing. Knowledge Based Systems 2005;18:1-17.
20. Kwon O., and Kim M. My message: case-based reasoning and multicriteria decision-making techniques for intelligent context-aware message filtering. Expert Systems with Applications 27 (2004) 467-480
21. Zadeh L.A. Fuzzy sets. Information and Control 8 (1965) 338-353
22. Entemann C.W. Fuzzy logic: misconceptions and clarifications. Artificial Intelligence Review 17 (2002) 65-84
23. Lin Y.T., Tseng S.S., and Tsai C.F. Design and implementation of new object-oriented rule-based management system. Expert Systems with Application 25 (2003) 369-385
24. Poisson JF. Managing business process outsourcing for business results. Presentation of Turkey outsourcing conference, 14-15 December, İstanbul; 2004.
25. Vaidyanathan G. A framework for evaluating third-party logistics. Communications of the ACM 48 1 (2005) 89-94
26. Aamodt A., and Plaza E. Case-based reasoning. foundational issues, methodological variations, and system approaches. AI Communications 7 1 (1994) 39-59
27. Main J., Dillon T.S., and Shiu S.C.K. A tutorial on case-based reasoning. In: Pal S.K., Dillon T.S., and Yeung D.S. (Eds). Soft computing in case-based reasoning (2000), Springer, London
28. Liao T.W., Zhang Z., and Mount C.R. Similarity measures for retrieval in case-based reasoning systems. Applied Artificial Intelligence 12 (1998) 267-288
29. Harrision I. Case based reasoning, available at 〈http://www.aiai.ed.ac.uk/links/cbr.html〉; 1997.
30. Carswell JD, Wilson DC, Bertolotto M. Digital image similarity for geospatial knowledge management. In: Advances in case-based reasoning: Proceedings of the sixth European conference, ECCBR 2002, Aberdeen, Scotland, United Kingdom, September 4-7,2005.p.58-72.
31. Han S.G., Lee S.G., and Jo G.S. Case-based tutoring systems for procedural problem solving on the www. Expert Systems with Applications 29 3 (2005) 573-582
32. Kowalski Z., Meler-Kapcia M., Zielinski S., and Drewka M. CBR methodology application in an expert system for aided design ship's engine room automation. Expert Systems with Applications 29 2 (2005) 256-263
33. Lee H.J., and Lee J.K. An effective customization procedure with configurable standard models. Decision Support Systems 41 1 (2005) 262-278
34. Reich Y., and Kapeliuk A. A framework for organizing the space of decision problems with application to solving subjective, context-dependent problems. Decision Support Systems 41 1 (2005) 1-19
35. Spalazzi L. A survey on case-based planning. Artificial Intelligence Review 2001;16(1):3-36.
36. Tseng H.E., Chang C.C., and Chang S.H. Applying case-based reasoning for product configuration in mass customization environments. Expert Systems with Applications 29 4 (2005) 913-925
37. Choy KL, Lee WB, Lo V. Design of a case based intelligent supplier relationship management system-the integration of supplier rating system and product coding system. Expert Systems with Applications 2003;25:87-100.
38. Chow HKH, Choy KL, Lee WB, Chan FTS. Design of a knowledgebased logistics strategy system. Expert System with Application 2005:1-19.
39. Pal SK, Dillon TS, Yeung DS, editors. Soft computing in case-based reasoning. London, UK: Springer; 2000.
40. Tong K.W., Kwong C.K., and Chan C.Y. Process design for transfer moulding of electronic packages using a case-based reasoning approach with fuzzy regression adaptation. International Journal of Computer Integrated Manufacturing 18 1 (2005) 27-40
41. Zeleny M. Linear multiobjective programming. New York: Springer; 1974. p. 197-220.
42. Yager RR. Competitiveness and compensation in decision-making: a fuzzy set based interpretation. Iona College Techical Report RRY. 78-14, New Rochelle, New York; 1978.
43. Bardossy A., Bogardi I., and Duckstein L. Composite programming as an extension of compromise programming. In: Serafini P. (Ed). Mathematics of multiple objective optimization (1985), Springer, Wien 375-408
44. Bardossy A., and Duckstein L. Analysis of a karstic aquifer management problem by fuzzy composite programming. Water Resources Bulletin 28 1 (1992) 63-73
45. Raju K.S., and Pillai C.R.S. Multicriterion decision-making in river basin planning and development. European Journal of Operational Research 112 (1999) 249-257
46. Li L., and Lai K.K. A fuzzy approach to the multiobjective transportation problem. Computers & Operations Research 27 (2000) 43-57
47. Merino G.G., Jones D.D., Clements D.L., and Miller D. Fuzzy compromise programming with precedence order in the criteria. Applied Mathematics and Computation 134 (2003) 185-205
48. Ehrgott M., and Podehl D.T. Computation of ideal and Nadir values and implications for their use in MCDM methods. European Journal of Operational Research 151 (2003) 119-139
49. Wu C.C., and Chang N.B. Corporate optimal production planning with varying environmental costs: a grey compromise programming approach. European Journal of Operational Research 155 (2004) 68-95
50. Parra M.A., Terol A.B., Gladish B.P., and Uria M.V.R. Solving a multiobjective possibilistic problem through compromise programming. European Journal of Operational Research 164 (2005) 748-759
51. Chen L.S., and Cheng C.H. Selecting IS personnel use fuzzy GDSS based on metric distance method. European Journal of Operational Research 160 (2005) 803-820
52. Bojadziev G, Bojadziev M. Fuzzy sets, fuzzy logic, applications advances in fuzzy systems & applications and theory, vol. 5. Singapore: World Scientific; 1995.
53. Luu DT, Ng ST, Chen SE, Jefferies M. A strategy for evaluating a fuzzy case-based construction procurement selection system. Advances in Engineering Software, 2005, in press, available through 〈www.sciencedirect.com〉.