A Generic Framework for Automated Multi-attribute Negotiation

被引:61
作者
Lai, Guoming [1 ]
Sycara, Katia [2 ]
机构
[1] Carnegie Mellon Univ, Tepper Sch Business, Pittsburgh, PA 15213 USA
[2] Carnegie Mellon Univ, Inst Robot, Pittsburgh, PA 15213 USA
关键词
Automated multi-attribute negotiation; Incomplete information; Pareto optimality; Mediating; Win-win; ISSUE NEGOTIATIONS; AGENDA;
D O I
10.1007/s10726-008-9119-9
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Agents in a negotiation may have to negotiate multiple issues simultaneously. Automated multi-attribute negotiation provides an important mechanism for distributed decision makers to reach agreements on multiple issues. Moreover, it also furnishes the opportunity to reach "win-win" solutions. In this paper, we first provide a survey that synthesizes the research on multi-attribute negotiation. We discuss the limitations of the existing research and conclude that three key issues need further study: incomplete information, Pareto optimality, and tractability. We then present a generic framework for automated multi-attribute negotiation with two new mechanisms that address the above issues. Finally, we discuss the challenges and directions for future work.
引用
收藏
页码:169 / 187
页数:19
相关论文
共 31 条
[1]  
[Anonymous], 2004, CMURITR0466
[2]   Issue-by-issue negotiations: The role of information and time preference [J].
Bac, M ;
Raff, H .
GAMES AND ECONOMIC BEHAVIOR, 1996, 13 (01) :125-134
[3]   Bargaining frictions, bargaining procedures and implied costs in multiple-issue bargaining [J].
Busch, LA ;
Horstmann, IJ .
ECONOMICA, 1997, 64 (256) :669-680
[4]   The game of negotiations: ordering issues and implementing agreements [J].
Busch, LA ;
Horstmann, IJ .
GAMES AND ECONOMIC BEHAVIOR, 2002, 41 (02) :169-191
[5]   A comment on issue-by-issue negotiations [J].
Busch, LA ;
Horstmann, I .
GAMES AND ECONOMIC BEHAVIOR, 1997, 19 (01) :144-148
[6]   Signaling via an agenda in multi-issue bargaining with incomplete information [J].
Busch, LA ;
Horstmann, IJ .
ECONOMIC THEORY, 1999, 13 (03) :561-575
[7]  
Busch LA, 1999, CANADIAN J EC, V32, P956
[8]  
CHEVALEYRE Y, 2005, P 4 INT JOINT C AUT, P296
[9]  
Coehoorn RobertM., 2004, ICEC 04, DOI [10.1145/1052220.1052229, DOI 10.1145/1052220.1052229]
[10]   Generating pareto solutions in a two-party setting:: Constraint proposal methods [J].
Ehtamo, H ;
Hämäläinen, RP ;
Heiskanen, P ;
Teich, J ;
Verkama, M ;
Zionts, S .
MANAGEMENT SCIENCE, 1999, 45 (12) :1697-1709