Multi-objective optimization matching for one-shot multi-attribute exchanges with quantity discounts in E-brokerage

Expert Systems with Applications

Volumn 38, Issue 4, 2011, Pages 4169-4180

  Jiang, Zhong Zhong ^a   Ip, W H ^b   Lau, H C W ^c   Fan, Zhi Ping ^a  

^a NORTHEASTERN UNIVERSITY   (China)

^b HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^c UNIVERSITY OF WESTERN SYDNEY   (Australia)

Author keywords

E brokerage; Genetic algorithm; Multi attribute exchanges; Multi objective optimization; Quantity discounts; Simulated annealing

Indexed keywords

ANNEALING GENETIC ALGORITHM; BUYERS AND SELLERS; COMPUTATIONAL RESULTS; CONVENTIONAL METHODS; E-BROKERAGE; E-COMMERCE; ELECTRONIC BROKERAGES; INTERNET BASED; LARGE-SCALE PROBLEM; MATCHING DEGREE; META HEURISTIC ALGORITHM; MULTI OBJECTIVE; MULTI-ATTRIBUTE EXCHANGES; MULTI-ATTRIBUTES; MULTI-OBJECTIVE OPTIMIZATION MODELS; NUMERICAL PROBLEMS; QUANTITY DISCOUNT; TRADE VOLUME; TRANSPORTATION PROBLEM;

COMPUTER SIMULATION; GENETIC ALGORITHMS; HEURISTIC ALGORITHMS; MULTIOBJECTIVE OPTIMIZATION;

SIMULATED ANNEALING;

EID: 78650693918     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.09.079     Document Type: Article

References (54)

1. S. Albers, and M. Clement Analyzing the success drivers of E-business companies IEEE Transactions on Engineering Management 54 2 2007 301 314
2. M. Blinov, and A. Patel An application of the reference model for open distributed processing to electronic brokerage Computer Standards & Interfaces 25 2003 411 425
3. B. Caillaud, and B. Jullien Competing cybermediaries European Economic Review 45 2001 797 808
4. F.G. Cauley, S.F. Cauley, and N.H.L. Wang Standing wave optimization of SMB using a hybrid simulated annealing and genetic algorithm (SAGA) Adsorption 14 2008 665 678
5. E. Clarke Multipart pricing of public goods Public Choice 2 1971 19 33
6. C.A. Coello, D.A. Van Veldhuizen, and G.B. Lamont Evolutionary algorithms for solving multi-objective problems 2002 Kluwer Academic Publishers New York
7. Dani, A. R.; Pujari, A. K.; Gulati, V. P. (2005). Continuous call double auctions with indivisibility constraints. In Proceedings of the IEEE international conference on E-technology, E-commerce and E-service, Hong Kong (pp. 32-37).
8. P. Datta, and S. Chatterjee The economics and psychology of consumer trust in intermediaries in electronic markets: The EM-trust framework European Journal of Information Systems 17 2008 2 28
9. K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan A fast and elitist multiobjective genetic algorithm: NSGA-II IEEE Transactions on Evolutionary Computation 6 2 2002 182 197
10. N. Economides, and R.A. Schwartz Electronic call market trading Journal of Portfolio Management 21 3 1995 10 18
11. Engel, Y.; Wellman, M. P.; Lochner, K. M. (2006). Bid expressiveness and clearing algorithms in multiattribute double auctions. In Proceedings of the 7th ACM conference on electronic commerce, Ann Arbor, Michigan, USA (pp. 110-119).
12. Z.P. Fan, B. Feng, Z.Z. Jiang, and N. Fu A method for member selection of R&D teams using the individual and collaborative information Expert Systems with Applications 36 2009 8313 8323
13. E. Fink, J. Johnson, and J. Hu Exchange market for complex goods: Theory and experiments Netnomics 6 1 2004 21 42
14. C. García-Martínez, O. Cordón, and F. Herrera A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP European Journal of Operational Research 180 2007 116 148
15. M. Gen, and R. Cheng Genetic algorithms and engineering design 1997 John Wiley & Son, Inc. New York
16. G.M. Giaglis, K. Stefan, and R.M. OKeefe The role of intermediaries in electronic marketplaces: Developing a contingency model Information Systems Journal 12 3 2002 231 246
17. T. Groves Incentives in teams Econometrica 41 1973 617 631
18. Gujo, O. (2008). Multi-attribute inter-enterprise exchange of logistics services. In Proceedings of the10th IEEE conference on E-commerce technology and the fifth IEEE conference on enterprise computing, E-commerce and E-services, Washington, DC, USA (pp. 113-120).
19. J. Hands, M. Bessonov, M. Blinov, A. Patel, and R. Smith An inclusive and extensible architecture for electronic brokerage Decision Support Systems 29 2000 305 321
20. R.S. He, and S.F. Hwang Damage detection by an adaptive real-parameter simulated annealing genetic algorithm Computers & Structures 84 2006 2231 2243
21. D.M. Jaeggi, G.T. Parks, T. Kipouros, and P.J. Clarkson The development of a multi-objective Tabu Search algorithm for continuous optimisation problems European Journal of Operational Research 185 2008 1192 1212
22. I.K. Jeong, and J.J. Lee Adaptive simulated annealing genetic algorithm for system identification Engineering Applications of Artificial Intelligence 9 5 1996 523 532
23. J.B. Jo, Y.Z. Li, and M. Gen Nonlinear fixed charge transportation problem by spanning tree-based genetic algorithm Computers & Industrial Engineering 53 2007 290 298
24. D. Jones, S. Mirrazavi, and M. Tamiz Multi-objective metaheuristics: An overview of the current state-of-the-art European Journal of Operational Research 137 1 2002 1 9
25. J.J. Jung, and G.S. Jo Brokerage between buyer and seller agents using constraint satisfaction problem models Decision Support Systems 28 2000 293 304
26. S. Kameshwaran, and Y. Narahari A new approach to the design of electronic exchanges Lecture Notes in Computer Science 2455 2002 27 36
27. Kameshwaran, S.; Narahari, Y. (2003). Trade determination in multi-attribute exchanges. In Proceedings of the IEEE international conference on E-commerce, Newport Beach, CA, USA (pp. 173-180).
28. M. Kaya MOGAMOD: Multi-objective genetic algorithm for motif discovery Expert Systems with Applications 36 2009 1039 1047
29. H.K. Kim, W.J. Chung, H. Hwang, and C.S. Ko A distributed dispatching method for the brokerage of truckload freights International Journal of Production Economics 98 2005 150 161
30. S. Kirkpatrick, C.D. Gelatt, and M.P. Vecchi Optimization by simulated annealing Science 220 1983 671 680
31. H.C.W. Lau, T.M. Chan, W.T. Tsui, F.T.S. Chan, G.T.S. Ho, and K.L. Choy A fuzzy guided multi-objective evolutionary algorithm model for solving transportation problem Expert Systems with Applications 36 2009 8255 8268
32. L.H. Lee, E.P. Chew, S.Y. Teng, and Y.K. Chen Multi-objective simulation-based evolutionary algorithm for an aircraft spare parts allocation problem European Journal of Operational Research 189 2008 476 491
33. S.J. Lee, and Y.T. Park The classification and strategic management of services in E-commerce: Development of service taxonomy based on customer perception Expert Systems with Applications 36 2009 9618 9624
34. T.W. Leung, C.K. Chan, and M. Troutt Application of a mixed simulated annealing-genetic algorithm heuristic for the two-dimensional orthogonal packing problem European Journal of Operational Research 145 2003 530 542
35. C.M. Lin, and M. Gen Multi-criteria human resource allocation for solving multistage combinatorial optimization problems using multiobjective hybrid genetic algorithm Expert Systems with Applications 34 2008 2480 2490
36. R. McIvor, and P. Humphreys The implications of electronic B2B intermediaries for the buyer-supplier interface International Journal of Operations & Production Management 24 3/4 2004 241 269
37. S. Muylle, and A. Basu Online support for business processes by electronic intermediaries Decision Support Systems 45 2008 845 857
38. J.E. Pinker, A. Seidmann, and Y. Vakrat Managing online auctions: Current business and research issues Management Science 49 11 2003 1457 1484
39. M. Placek, and R. Buyya Storage exchange: A global trading platform for storage services Lecture Notes in Computer Science 4128 2006 425 436
40. Y.U. Ryu Hierarchical constraint satisfaction of multilateral trade matching in commodity auction markets Annals of Operations Research 71 1997 317 334
41. M. Sarkar, B. Butler, and C. Steinfield Intermediaries and cybermediaries: The continuing role for mediating players in the electronic marketplace Journal of Computer-mediated Communications, Special Issue on Electronic Commerce 1 3 1995
42. M. Sarkar, B. Butler, and C. Steinfield Cybermediaries in electronic marketspace: Toward theory building Journal of Business Research 41 1998 215 221
43. Schaffer, J. D. (1985). Multiple objective optimization with vector evaluated genetic algorithms. In Proceedings of the first international conference on genetic algorithms, Pittsburgh, PA, USA (pp. 93-100).
44. B. Schnizler, D. Neumann, D. Veit, and C. Weinhardt Trading grid services - A multi-attribute combinatorial approach European Journal of Operational Research 187 2008 943 961
45. D. Simchi-Levi, S.D. Wu, and Z.M. Shen Handbook of quantitative supply chain analysis: Modeling in the E-business era 2004 Kluwer Academic Publishers New York
46. S.M. Soak Adaptive link adjustment' applied to the fixed charge transportation problem IEICE Transactions Fundamentals E90-A 12 2007 2863 2876
47. B. Suman, and P. Kumar A survey of simulated annealing as a tool for single and multiobjective optimization Journal of the Operational Research Society 57 2006 1143 1160
48. A. Syarif, and M. Gen Double spanning tree-based genetic algorithm for two stage transportation problem International Journal of Knowledge-based Engineering Systems 7 4 2003 214 221 (Pubitemid 37453427)
49. W. Vickrey Counter speculation, auctions, and competitive sealed tenders Journal of Finance 16 1961 8 37
50. D.W. Wang, H.L.W. Nuttle, and S.C. Fang Survey of E-commerce modeling and optimization strategies Tsinghua Science and Technology Z1 2005 761 771
51. H.B. Wang, T.Y. Wang, and J.Y. Xie An intelligent communication model between buyers and suppliers Chinese Journal of Computers 26 9 2003 1190 1195
52. J. Wallenius, J.S. Dyer, P.C. Fishburn, R.E. Steuer, S. Zionts, and K. Deb Multiple criteria decision making, multiattribute utility theory: Recent accomplishments and what lies ahead Management Science 54 7 2008 1336 1349
53. Zhang, Z. H. (2005). Research on trading matching methods of electronic brokerage and its applications. Ph.D. thesis, Northeastern University, China.
54. E. Zitzler, K. Deb, and L. Thiele Comparison of multiobjective evolutionary algorithms: Empirical results Evolutionary Computation 8 2 2000 173 195