Interdependence between Agents in Multi Agent Systems | A comprehensive study on agents' relationship for enhancing cooperation rate and individual agents' utility

Publisher

LAP LAMBERT Academic Publishing

Publication Date

2014

Language

English

ISBN 10

3659632201

ISBN 13

9783659632204

Binding

Taschenbuch

Condition

Neu

Dimensions

Weight

322 grams

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About this title

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 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.

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