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Efficient Multi-Attribute Negotiation with Incomplete Information

Author

Listed:
  • Guoming Lai

    (Carnegie Mellon University)

  • Cuihong Li

    (University of Connecticut 2100)

  • Katia Sycara

    (Mellon University)

Abstract

Multi-attribute negotiation is an important mechanism for distributed decision makers to reach agreements in real-world situations. It allows the possibility of reaching “win-win” solutions for both parties, who trade off different attributes in a solution. Existing research on multi-attribute negotiations has mainly focused on the situations when negotiation parties have complete information about each other's preference. This paper presents a model with incomplete information, while considering Pareto-efficiency and computational efficiency. A non-biased mediator, who applies query learning to maintain near Pareto-efficiency without heavy computation, is adopted in the model. In addition, the mediating mechanism proposed in the model overcomes the difficulty of preference elicitation which usually arises in the preliminary step of a multi-attribute negotiation. Our model also reduces the negotiation complexity by decomposing the original n-dimensional negotiation space into a sequence of negotiation base lines. Agents can negotiate upon a base line with rather simple strategies. The experimental results show that near Pareto-efficient agreements can be reached effectively.

Suggested Citation

  • Guoming Lai & Cuihong Li & Katia Sycara, 2006. "Efficient Multi-Attribute Negotiation with Incomplete Information," Group Decision and Negotiation, Springer, vol. 15(5), pages 511-528, September.
    • Handle: RePEc:spr:grdene:v:15:y:2006:i:5:d:10.1007_s10726-006-9041-y
    DOI: 10.1007/s10726-006-9041-y
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    References listed on IDEAS

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    1. Rubinstein, Ariel, 1982. "Perfect Equilibrium in a Bargaining Model," Econometrica, Econometric Society, vol. 50(1), pages 97-109, January.
    2. Kalai, Ehud, 1977. "Proportional Solutions to Bargaining Situations: Interpersonal Utility Comparisons," Econometrica, Econometric Society, vol. 45(7), pages 1623-1630, October.
    3. Lang, Kevin & Rosenthal, Robert W, 2001. "Bargaining Piecemeal or All at Once?," Economic Journal, Royal Economic Society, vol. 111(473), pages 526-540, July.
    4. Bac, Mehmet & Raff, Horst, 1996. "Issue-by-Issue Negotiations: The Role of Information and Time Preference," Games and Economic Behavior, Elsevier, vol. 13(1), pages 125-134, March.
    5. Harri Ehtamo & Raimo P. Hämäläinen & Pirja Heiskanen & Jeffrey Teich & Markku Verkama & Stanley Zionts, 1999. "Generating Pareto Solutions in a Two-Party Setting: Constraint Proposal Methods," Management Science, INFORMS, vol. 45(12), pages 1697-1709, December.
    6. Lutz-Alexander Busch & Ignatius J. Horstmann, 1999. "Signaling via an agenda in multi-issue bargaining with incomplete information," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 13(3), pages 561-575.
    7. Sycara, Katia P., 1990. "Negotiation planning: An AI approach," European Journal of Operational Research, Elsevier, vol. 46(2), pages 216-234, May.
    8. Lutz-Alexander Busch & Ignatius Horstmann, 1999. "Endogenous Incomplete Contracts: A Bargaining Approach," Canadian Journal of Economics, Canadian Economics Association, vol. 32(4), pages 956-975, August.
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    8. Paula Sarabando & Luís C. Dias & Rudolf Vetschera, 2013. "Mediation with Incomplete Information: Approaches to Suggest Potential Agreements," Group Decision and Negotiation, Springer, vol. 22(3), pages 561-597, May.
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    10. Imane Haddar & Brahim Raouyane & Mostafa Bellafkih, 2020. "Service Broker-Based Architecture Using Multi-Criteria Decision Making for Service Level Agreement," Computer and Information Science, Canadian Center of Science and Education, vol. 13(1), pages 1-20, February.

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