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Optimizing Service Distributions Using a Genetic Algorithm

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5177))

Abstract

This paper deals with optimizing the distribution of services performed by agents in a Mobile Agent Network (MAN). The MAN model consists of agents, capable of performing remote software management services, and of various network elements and nodes used by agents during service execution. In order to verify various service distributions a Mobile Agent Network Simulator was developed. This simulator allows the user to define the services which need to be performed by the agents and describe the physical network used in the process. In this paper, an approach using a genetic algorithm which optimizes the distribution of services with the objective to reduce the network load and total execution time is presented.

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References

  1. Yoon, J.L.: Telco 2.0: a new role and business model. IEEE Communications Magazine 45(1), 10–12 (2007)

    Article  Google Scholar 

  2. Sherif, M.H., Ho, S.: Evolution of operation support systems in public data networks. In: Proceedings of the 5th IEEE Symposium on Computers & Communications, pp. 72–77 (2000)

    Google Scholar 

  3. Podobnik, V., Petric, A., Jezic, G.: The CrocodileAgent: Research for efficient agent-based cross-enterprise processes. In: Meersman, R., Tari, Z., Herrero, P. (eds.) OTM 2006 Workshops. LNCS, vol. 4277, pp. 752–762. Springer, Heidelberg (2006)

    Google Scholar 

  4. Podobnik, V., Trzec, K., Jezic, G.: An auction-based semantic service discovery model for e-commerce applications. In: Meersman, R., Tari, Z., Herrero, P. (eds.) OTM 2006 Workshops. LNCS, vol. 4277, pp. 97–106. Springer, Heidelberg (2006)

    Google Scholar 

  5. Houssos, N., Alonistioti, A., Merakos, L., Mohyeldin, E., Dillinger, M., Fahrmair, M., Schoenmakers, M.: Advanced adaptability and profile management framework for the support of flexible mobile service provision. Special Issue on (R)Evolution towards 4G Mobile Communication Systems 10(4) (August 2003)

    Google Scholar 

  6. Jezic, G., Kusek, M., Desic, S., Caric, A., Huljenic, D.: Multi–agent remote maintenance shell for remote software operations. In: Palade, V., Howlett, R.J., Jain, L. (eds.) KES 2003. LNCS, vol. 2774, pp. 675–682. Springer, Heidelberg (2003)

    Google Scholar 

  7. Kusek, M., Jezic, G., Jurasovic, K., Sinkovic, V.: Network simulation in a fragmented mobile agent network. In: Apolloni, B., Howlett, R.J., Jain, L. (eds.) KES 2007. LNCS (LNAI), vol. 4694, pp. 214–221. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  8. Mario, K., Kresimir, J., Ana, P.: Simulation of mobile agent network. In: 9th International Conference on Telecommunications, 2007. ConTel 2007, 13-15 June 2007, pp. 49–56 (2007)

    Google Scholar 

  9. Rotstan, N., Meffert, K.: JGAP (January 23, 2008), http://jgap.sourceforge.net/

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Ignac Lovrek Robert J. Howlett Lakhmi C. Jain

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© 2008 Springer-Verlag Berlin Heidelberg

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Jurasovic, K., Kusek, M. (2008). Optimizing Service Distributions Using a Genetic Algorithm. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2008. Lecture Notes in Computer Science(), vol 5177. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85563-7_25

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  • DOI: https://doi.org/10.1007/978-3-540-85563-7_25

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-85562-0

  • Online ISBN: 978-3-540-85563-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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