IJSRSET calls volunteers interested to contribute towards the scientific development in the field of Science, Engineering and Technology

Home > IJSRSET152224                                                     


An Integrative Self-Organization Mechanism in a Distributed Agent Network

Authors(3):

K. Pandikumar, R. Anjugam, V. Bhavani
  • Abstract
  • Authors
  • Keywords
  • References
  • Details
Self-organisation provides a suitable concept for developing self-managed composite distributed systems, such as grid computing and sensor networks. In this paper, an integrative self-organisation mechanism is proposed. Unlike current related studies, which propose only a single principle of self-organisation, this mechanism synthesises the three principles of self-organisation: cloning/spawning, resource exchange and relation adaptation. Based on this mechanism, an agent can separately generate new agents, when it is overloaded, exchange resources with other agents if necessary, and modify relations with other agents to achieve a better agent network structure. In this way, agents can adjust to active environments. The proposed mechanism is evaluate through a evaluation with three other approaches, each of which represents up to date search in each of the three self-organisation principles. Experimental results display that the future mechanism outperforms the three approaches in terms of the profit of individual agents and the entire agent network, the load-balancing along with agents and the time use to finish a simulation run.

K. Pandikumar, R. Anjugam, V. Bhavani

Distributed multi-agent system, self-organisation, support learning

'

[1] D. Ye M. Zhang, and D. Sutanto, “Cloning, Resource Exchange and Relation Adaptation: A Self-Organising Multi-Agent Framework,” Proc. 11th Int’l Conf. Autonomous Agents and Multi-agent Systems (AAMAS ’12), pp. 1431-1432, 2012.

[2] J.O. Keph art and D.M. Chess, “The Vision of Autonomic Computing,” Computer, vol. 36, no. 1, pp. 41-50, Jan. 2003.

[3] H. Czap, R. Unland, and C. Branki, Self-Organization and Autonomic Informatics. IOS Press, 2005.

[4] A. Reitbauer, A. Battino, A. Karageorgos, N. Mehandjiev, P. Valckenaers, and B. Saint-Germain, “The Mabe Middleware: Extending Multi-Agent Systems to Enable Open Business Collaboration,” Proc. Sixth IFIP Int’l Conf.Information Technology for Balanced Automation Systems in Manufacturing and Services, 2004.

[5] N. Foukia, “ID Re AM: Intrusion Detection and Response Executed with Agent Mobility,” Proc. Int’l Conf. Autonomous Agents and Multi-agent Systems (AAMAS ’05), pp. 264-270, 2005.

[6] M. Prokopenko, P. Wang, and P. Valencia, “Self-Organizing Hierarchies in Sensor and Communication Networks,” Artificial Life, vol. 11, pp. 1-20, 2005.

[7] R. Frei and G.D.M. Serugendo, “Self-Organizing Assembly Systems,” IEEE Trans. Systems, Man and Cybernetics - Part C: Applications and Rev., vol. 41, pp. 885-897, Nov. 2011.

[8] G.D.M.Serugendo, M.-P. Gleizes and A.Karageorgos, “Self-Organization in Multi-Agent Systems”,The Knowledge Eng. Rev., vol. 20, no. 2, pp. 165-189, 2005.

[9] G. Picard and P. Glize, “Model and Analysis of Local Decision Based on Cooperative Self-Organization for Problem Solving,” Multi-agent and Grid Systems, vol. 2, pp. 253-265, 2006.

[10] J.P.Jamont, M.Occello and A. Lagreze, “A Multi-agent Approach to Manage Communication in Wireless Instrumentation Systems,” Measurement, vol. 43, pp. 489-503, 2010

'

Publication Details

Published in : Volume 1 | Issue 2 | March-April - 2015
Date of Publication Print ISSN Online ISSN
2015-04-25 2395-1990 2394-4099
Page(s) Manuscript Number   Publisher
122-125 IJSRSET152224   Technoscience Academy

Cite This Article

K. Pandikumar, R. Anjugam, V. Bhavani, "An Integrative Self-Organization Mechanism in a Distributed Agent Network", International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 1, Issue 2, pp.122-125, March-April-2015.
URL : http://ijsrset.com/IJSRSET152224.php