Interdependence between Agents in Multi Agent Systems

ISBN-13: 9783659632204 / Angielski / Miękka / 2014 / 204 str.

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

Opis

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.

O autorze

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. Terence is a Senior Lecturer at Curtin University Sarawak. He is currently pursuing his PhD in Learning and Cooperating Multi Agent Systems. He completed his MEng Computing at Imperial College London with the thesis title, Genetic Algorithm Timetable Scheduler and completed his MSc International Business Economics at City University London. Ashutosh Kumar Singh is working as a Professor in National Institute of Technolgy; Kurukshetra, India. He has more than 14 years research and teaching experience in various Universities over the globe. He obtained his Ph. D. degree in Electronics Engineering from Indian Institute of Technology, BHU, India, Post Doc from University of Bristol