Multiagent resource allocation in k-additive domains:: preference representation and complexity

被引:28
作者
Chevaleyre, Yann [2 ]
Endriss, Ulle [1 ]
Estivie, Sylvia [3 ]
Maudet, Nicolas [2 ]
机构
[1] Univ Amsterdam, ILLC, Amsterdam, Netherlands
[2] Univ Paris 09, LAMSADE, Paris, France
[3] Univ Valenciennes, LAMIH, Valenciennes, France
关键词
resource allocation; negotiation; multiagent systems; preference representation; computational complexity;
D O I
10.1007/s10479-008-0335-0
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We study a framework for multiagent resource allocation where autonomous software agents negotiate over the allocation of bundles of indivisible resources. Connections to well-known combinatorial optimisation problems, including the winner determination problem in combinatorial auctions, shed light on the computational complexity of the framework. We give particular consideration to scenarios where the preferences of agents are modelled in terms of k-additive utility functions, i.e. scenarios where synergies between different resources are restricted to bundles of at most k items.
引用
收藏
页码:49 / 62
页数:14
相关论文
共 34 条
[1]  
[Anonymous], P 33 ANN ACM S THEOR
[2]  
Arrow K. J., 2002, HDB SOCIAL CHOICE WE, V1
[3]  
Ausiello G, 1999, COMPLEXITY APPROXIMA, DOI DOI 10.1007/978-3-642-58412-1
[4]   Pseudo-Boolean optimization [J].
Boros, E ;
Hammer, PL .
DISCRETE APPLIED MATHEMATICS, 2002, 123 (1-3) :155-225
[5]  
BOUTILIER C, 1997, P AAAI SPRING S QUAL
[6]  
BOUVERET S, 2005, P 19 INT JOINT C ART
[7]  
BRAMS SJ, 1996, FAIR DEVISION CAKE C
[8]  
CHEVALEYRE Y, 2005, P 4 INT JOINT C AUT
[9]  
CHEVALEYRE Y, 2004, ANN LAMSADE, V3
[10]  
Chevaleyre Y, 2006, INFORM-J COMPUT INFO, V30, P3