Volume 5 Number 10 (Oct. 2010)
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JSW 2010 Vol.5(10): 1170-1177 ISSN: 1796-217X
doi: 10.4304/jsw.5.10.1170-1177

Adaptive Multi-agent System: Cooperation and Structures Emergence

Imane Boussebough, Ramdane Maamri, Zaïdi Sahnoun
Department of Computer Science Faculty of Science of the engineer University Mentouri of Constantine. 25000. Algeria

Abstract—Nowadays, development of adaptive multi-agent systems has attracted recent attention. Adaptive systems are capable of adapting themselves to unforeseen changes of their environment in autonomous manner. We are interested, in this paper, to adaptation in cooperative systems where agents share a same goal. We propose an adaptive approach based on interaction evaluation and genetic algorithms. Agents, in this approach, have the ability to reorganize themselves in order to bring closer agents capable of cooperating in problem solving. The adaptation task is accomplished at both local and global levels. We present here details of this approach and we show some preliminary experimentation results.

Index Terms—adaptation, multi-agent, genetic algorithm, cooperation, interaction evaluation.

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Cite: Imane Boussebough, Ramdane Maamri, Zaïdi Sahnoun, "Adaptive Multi-agent System: Cooperation and Structures Emergence," Journal of Software vol. 5, no. 10, pp. 1170-1177, 2010.

General Information

ISSN: 1796-217X (Online)
Frequency: Monthly (2006-2019); Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, Google Scholar, ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
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