Interdependence between Agents in Multi Agent Systems: A comprehensive study on agents’ relationship for enhancing cooperation rate and individual agents’ utility - Softcover

Lau, Billy Pik Lik; Singh, Ashutosh Kumar; Tan, Terence Peng Lian

Softcover

ISBN 10: 3659632201 ISBN 13: 9783659632204

Publisher: LAP LAMBERT Academic Publishing, 2014

Synopsis

Interdependence relationships have defined the foundation of cooperation between agents but have been limited by existing protocols. As a consequence, the idle agents are not able to form joint collaboration and benefit from it. First, the inter-relationship has been studied which it secures agents’ mutual gains. It shows the possibility of finding an ideal partner agent and further reduces the number of agents in relationship. Also, the cost required for forming collaboration between agents is noticeable reduced by introducing dependence relationship reduction. Next, the join coalition mechanism is proposed to help idle agents to join existing macroscopic and microscopic coalitions which are based on the goals compatibilities, budget and trust. The proposed methods enable the idle agent to join the coalition as long as it has compatible goals. Contrast to traditional protocol which is outsourcing agents for achieving certain goal, join coalition mechanism allows agent to be pro-active and hunt for their ideal coalition.

About this title

About the Author

Billy Pik Lik Lau received B.Sc. degree and MPhil in Computer Science from Curtin University. He completed his master studies with thesis entitled “Interdependence between agents in Multi Agent Systems” in Curtin University Sarawak. His research interest includes multi-agent systems and computational security in distributed systems.

Edition details

• Publisher: LAP LAMBERT Academic Publishing
• Publication date: 2014
• ISBN 10: 3659632201
• ISBN 13: 9783659632204
• Binding: Paperback
• Language: English
• Number of pages: 204