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Increasing realism in coalition form...
~
University of Manitoba (Canada).
Increasing realism in coalition formation for multi-agent systems.
紀錄類型:
書目-電子資源 : 單行本
正題名/作者:
Increasing realism in coalition formation for multi-agent systems./
作者:
van de Vijsel, Michael.
面頁冊數:
138 p.
附註:
Source: Masters Abstracts International, Volume: 44-03, page: 1416.
Contained By:
Masters Abstracts International44-03.
標題:
Computer Science. -
電子資源:
http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=MR08984
ISBN:
9780494089842
Increasing realism in coalition formation for multi-agent systems.
van de Vijsel, Michael.
Increasing realism in coalition formation for multi-agent systems.
- 138 p.
Source: Masters Abstracts International, Volume: 44-03, page: 1416.
Thesis (M.Sc.)--University of Manitoba (Canada), 2005.
It is well known that teams of agents in a multi-agent system often perform better than individual agents working alone. Most research in multi-agent systems has made the assumption that teams are pre-formed, and has focused on improving the performance of the existing teams. There has been far less research done on the process of coalition formation---the process by which agents are grouped into teams that can be successful in a given domain. Additionally, research that has been done in the area of coalition formation has made several key assumptions that, while making either implementations or analyses easier, are generally not true of more realistic domains. This limits the applicability of current approaches to environments with a high degree of realism. In this thesis I examine existing coalition formation algorithms, enumerate common restrictive assumptions, and propose a new coalition formation algorithm that avoids these assumptions. I will also present an implementation of this new approach, and evaluate it against a baseline implementation in a software simulation.
ISBN: 9780494089842Subjects--Topical Terms:
1000005419
Computer Science.
Increasing realism in coalition formation for multi-agent systems.
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