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Abstract
There are several existing buyer coalition schemes. These schemes do not consider forming a buyer coalition with bundles of items. There is only one scheme that forms a buyer coalition with bundles of items. Nevertheless, the scheme suffers from computational complexity. In this paper, we have applied genetic algorithms (GA) to form buyer coalitions with bundles of items, called the GroupPackageString scheme. The fitness function is defined by total discount of the buyer coalitions over the GA to measures the GroupPackageString scheme. The coalition results show that the total discount of any coalition in this scheme is higher than those in the GroupBuyPackage scheme.
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References
Gurler, U., Oztop, S., Sen, A.: Optimal Bundle Formation and Pricing of two Products with Limited Stock. J. International Journal of Production Economics (2008)
He, L., Ioerger, T.: Combining Bundle Search with Buyer Coalition Formation in Electronic Markets: A Distributed Approach through Explicit Negotiation. J. Electronic Commerce Research and Applications 4, 329–344 (2005)
Anand, K.S., Aron, R.: Group Buying on the Web: A Comparison of Price-Discovery Mechanisms. J. Management Science 49, 1546–1562 (2003)
Laor, B., Leung, H.F., Boonjing, V., Dickson, K.W.: Forming Buyer Coalitions with Bundles of Items. In: Nguyen, N.T., Hakansson, A., Hartung, R., Howlett, R., Jain, L.C. (eds.) KES-AMSTA 2009. LNCS (LNAI), vol. 5559, pp. 121–138. Springer, Heidelberg (2009)
Tsvetovat, M., Sycara, K., Chen, Y., Ying, J.: Customer coalitions in electronic markets. In: Dignum, F.P.M., Cortés, U. (eds.) AMEC 2000. LNCS (LNAI), vol. 2003, pp. 121–138. Springer, Heidelberg (2001)
Hyodo, M., Matsuo, T., Ito, T.: An Optimal Coalition Formation among Buyer Agents based on a Genetic Algorithm. In: Chung, P.W.H., Hinde, C.J., Ali, M. (eds.) IEA/AIE 2003. LNCS (LNAI), vol. 2718, pp. 151–157. Springer, Heidelberg (2003)
Koza, J.: Genetic Programming on the Programming of Computers by Means of Natural Selection. MIT press, Cambridge (1992)
Indrawan, M., Kijthaweesinpoon, T., Srinivasan, B., Sajeev, A.: Coalition Formation Protocol for E-Commernce. In: Proceedings of the International Conference on Intelligent Sensing and Information Processing, pp. 403–407 (2004)
Kraus, S., Shehory, O., Tasse, G.: Coalition Formation with Uncertain Heterogeneous Information. In: Proceedings of the Second international Joint Conference on Autonomous Agents and Multiagent Systems, pp. 1–8 (2003)
Kraus, S., Shehory, O., Taase, G.: The Advantages of Compromising in Coalition Formation with Incomplete Information. In: Proceedings of the Third international Joint Conference on Autonomous Agents and Multiagent Systems, New York, pp. 588–595 (2004)
Li, C., Sycara, K.: Algorithm for Combinatorial Coalition Formation and Payoff Division in an Electronic Marketplace. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems, pp. 120–127 (2002)
Li, C., Rajan, U., Chawla, S., Sycara, K.: Mechanisms for Coalition Formation and Cost Sharing in an Electronic Marketplace. In: Proceedings of the 5th International Conference on Electronic Commerece, pp. 68–77 (2003)
Matsuo, T., Ito, T., Shintani, T.: A Buyers Integration Support System in Group Buying. In: Proceedings of the IEEE international Conference on E-Commerce Technology, pp. 111–118 (2004)
Matsuo, T., Ito, T., Shintani, T.: A Volume Discount-based Allocation Mechanism in Group Buying. In: Proceedings of the 2005 international workshop on data engineering issues in e-commerce, pp. 59–67 (2005)
Yamamoto, J., Sycara, K.: A Stable and Efficient Buyer Coalition Formation Scheme for E-Marketplaces. In: Proceedings of the 5th International Conference on Autonomous Agents, pp. 576–583 (2001)
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Authors and Affiliations
Department of Computer Engineering, Bangkok University, Bangkok, Thailand
Laor Boongasame
Department of Science and Technology, Bangkok University, Bangkok, Thailand
Anon Sukstrienwong
- Laor Boongasame
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- Anon Sukstrienwong
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Editors and Affiliations
Institute of Intelligent Machines, Chinese Academy of Sciences, China
De-Shuang Huang
Graduate School of Electrical Engineering, University of Ulsan, Korea, San 29, Mugeo-Dong, Nam-Ku, 680 - 749, Ulsan, Korea
Kang-Hyun Jo
School of Electrical Engineering, University of Ulsan, Ulsan, South Korea
Hong-Hee Lee
School of Electrical Engineering, University of Ulsan, South Korea
Hee-Jun Kang
e.B.I.S. s.r.l. (electronic Business in Security), Spin-Off of Polytechnic of Bari, Str. Prov. per Casamassima Km., 3-70010, Valenzano, (BA), Italy
Vitoantonio Bevilacqua
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Boongasame, L., Sukstrienwong, A. (2009). Buyer Coalitions with Bundles of Items by Using Genetic Algorithm. In: Huang, DS., Jo, KH., Lee, HH., Kang, HJ., Bevilacqua, V. (eds) Emerging Intelligent Computing Technology and Applications. ICIC 2009. Lecture Notes in Computer Science, vol 5754. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04070-2_73
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