Publication Type
Conference Proceeding Article
Version
acceptedVersion
Publication Date
9-2004
Abstract
We present a two-level coalition formation approach based on a centralized optimization model on the upper level, and a distributed agent-negotiation model on the lower level. This approach allows us to balance agent self-interests against a high joint utility. Experimental results show that the two-level coalition formation mechanism will increase not only the overall utility of the coalition, but also the individual utility of most participating agents. The results also suggest it is better for the agents to be partially cooperative rather than either fully cooperative or self-interested in our setting.
Discipline
Artificial Intelligence and Robotics | Business | Operations Research, Systems Engineering and Industrial Engineering
Research Areas
Intelligent Systems and Optimization
Publication
2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT): Beijing, September 20-24: Proceedings
First Page
441
Last Page
445
ISBN
9780769521015
Identifier
10.1109/IAT.2004.1342991
Publisher
IEEE Computer Society
City or Country
Los Alamitos, CA
Citation
LAU, Hoong Chuin and ZHANG, Lei.
A Two-level Framework for Coalition Formation via Optimization and Agent Negotiation. (2004). 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT): Beijing, September 20-24: Proceedings. 441-445.
Available at: https://ink.library.smu.edu.sg/sis_research/1130
Copyright Owner and License
Authors
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Additional URL
https://doi.org/10.1109/IAT.2004.1342991
Included in
Artificial Intelligence and Robotics Commons, Business Commons, Operations Research, Systems Engineering and Industrial Engineering Commons