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Nash Social Welfare in Multiagent Resource Allocation
- Source :
- Lecture Notes in Business Information Processing ISBN: 9783642151163, AMEC/TADA, Agent-Mediated Electronic Commerce : Designing Trading Strategies and Mechanisms for Electronic Markets: AAMAS Workshop, AMEC 2009, Budapest, Hungary, May 12, 2009, and IJCAI Workshop, TADA 2009, Pasadena, CA, USA, July 13, 2009 : selected and revised papers, 117-131, STARTPAGE=117;ENDPAGE=131;TITLE=Agent-Mediated Electronic Commerce : Designing Trading Strategies and Mechanisms for Electronic Markets
- Publication Year :
- 2010
- Publisher :
- Springer Berlin Heidelberg, 2010.
-
Abstract
- We study different aspects of the multiagent resource allocation problem when the objective is to find an allocation that maximizes Nash social welfare, the product of the utilities of the individual agents. The Nash solution is an important welfare criterion that combines efficiency and fairness considerations. We show that the problem of finding an optimal outcome is NP-hard for a number of different languages for representing agent preferences; we establish new results regarding convergence to Nash-optimal outcomes in a distributed negotiation framework; and we design and test algorithms similar to those applied in combinatorial auctions for computing such an outcome directly.
- Subjects :
- TheoryofComputation_MISCELLANEOUS
Mathematical optimization
Computer science
media_common.quotation_subject
TheoryofComputation_GENERAL
Social Welfare
E-auctions - E-business - E-commerce - E-negotiations - multi-agent systems - trading agents
Outcome (game theory)
Combinatorial auction
Negotiation
Convergence (routing)
Resource allocation
Product (category theory)
Welfare
media_common
Subjects
Details
- ISBN :
- 978-3-642-15116-3
- ISBNs :
- 9783642151163
- Database :
- OpenAIRE
- Journal :
- Lecture Notes in Business Information Processing ISBN: 9783642151163, AMEC/TADA, Agent-Mediated Electronic Commerce : Designing Trading Strategies and Mechanisms for Electronic Markets: AAMAS Workshop, AMEC 2009, Budapest, Hungary, May 12, 2009, and IJCAI Workshop, TADA 2009, Pasadena, CA, USA, July 13, 2009 : selected and revised papers, 117-131, STARTPAGE=117;ENDPAGE=131;TITLE=Agent-Mediated Electronic Commerce : Designing Trading Strategies and Mechanisms for Electronic Markets
- Accession number :
- edsair.doi.dedup.....fd2d6af3f8618a99242dfbffffe890e1
- Full Text :
- https://doi.org/10.1007/978-3-642-15117-0_9