Abstract
In this paper, we analyze the effects of agents' confidence in conflict resolution of a multi-agent system and propose a resolution technique to possible conflicts in the environment. It establishes a framework on agents' confidence and conflict strength and shows the possible limits of agents which provide uncertain information. This paper offers a confidence model that depends on some factors, which suggest that agents' opinions do not have equal confidence level. We exploit such circumstance in selecting appropriate strategy to resolve conflicts between agents. Consequently, we propose a multi-agent framework which examines agents' confidence using specific factors and exploiting the level of confidence for detecting the best strategy to conflict resolution.
| Original language | English |
|---|---|
| Title of host publication | Computational Collective Intelligence Technologies and Applications - 5th International Conference, ICCCI 2013, Proceedings |
| Pages | 195-204 |
| Number of pages | 10 |
| DOIs | |
| Publication status | Published - 01 Dec 2013 |
| Event | 5th International Conference on Computational Collective Intelligence Technologies and Applications, ICCCI 2013 - Craiova, Romania Duration: 11 Sep 2013 → 13 Sep 2013 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 8083 LNAI |
| ISSN (Print) | 0302-9743 |
| ISSN (Electronic) | 1611-3349 |
Conference
| Conference | 5th International Conference on Computational Collective Intelligence Technologies and Applications, ICCCI 2013 |
|---|---|
| Country | Romania |
| City | Craiova |
| Period | 11/09/13 → 13/09/13 |
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All Science Journal Classification (ASJC) codes
- Theoretical Computer Science
- Computer Science(all)
Cite this
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A framework for conflict resolution in multi-agent systems. / Basheer, Ghusoon Salim; Ahmad, Mohd Sharifuddin; Tang, Yee Chong.
Computational Collective Intelligence Technologies and Applications - 5th International Conference, ICCCI 2013, Proceedings. 2013. p. 195-204 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8083 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
TY - GEN
T1 - A framework for conflict resolution in multi-agent systems
AU - Basheer, Ghusoon Salim
AU - Ahmad, Mohd Sharifuddin
AU - Tang, Yee Chong
PY - 2013/12/1
Y1 - 2013/12/1
N2 - In this paper, we analyze the effects of agents' confidence in conflict resolution of a multi-agent system and propose a resolution technique to possible conflicts in the environment. It establishes a framework on agents' confidence and conflict strength and shows the possible limits of agents which provide uncertain information. This paper offers a confidence model that depends on some factors, which suggest that agents' opinions do not have equal confidence level. We exploit such circumstance in selecting appropriate strategy to resolve conflicts between agents. Consequently, we propose a multi-agent framework which examines agents' confidence using specific factors and exploiting the level of confidence for detecting the best strategy to conflict resolution.
AB - In this paper, we analyze the effects of agents' confidence in conflict resolution of a multi-agent system and propose a resolution technique to possible conflicts in the environment. It establishes a framework on agents' confidence and conflict strength and shows the possible limits of agents which provide uncertain information. This paper offers a confidence model that depends on some factors, which suggest that agents' opinions do not have equal confidence level. We exploit such circumstance in selecting appropriate strategy to resolve conflicts between agents. Consequently, we propose a multi-agent framework which examines agents' confidence using specific factors and exploiting the level of confidence for detecting the best strategy to conflict resolution.
UR - http://www.scopus.com/inward/record.url?scp=84892907235&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84892907235&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-40495-5_20
DO - 10.1007/978-3-642-40495-5_20
M3 - Conference contribution
AN - SCOPUS:84892907235
SN - 9783642404948
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 195
EP - 204
BT - Computational Collective Intelligence Technologies and Applications - 5th International Conference, ICCCI 2013, Proceedings
ER -