Title :
An Improved Migration Strategy of Mobile Agent
Author :
Zhang, Jian-pei ; Ma, Jun ; Yang, Jing ; Cheng, Li-Li
Author_Institution :
Harbin Eng. Univ., Harbin
Abstract :
Mobile agent migrates to several hosts for completing its task. Migration strategy is responsible for planning out an optimal migration path, which ensures mobile agent to accomplish its task correctly and efficiently. In this paper, the concept of migration strategy based on support vector machine is proposed. Mobile agent with support vector machine can perceive the changes of environment, react immediately, embodying the reactivity and autonomy of agent. Compared with other migration strategies, it can obtain the optimal result with high probability. The simulation experiment on Aglet platform shows that the migration strategy is effective and available.
Keywords :
mobile agents; probability; support vector machines; Aglet platform; migration strategy; mobile agent; probability; support vector machine; Computational modeling; Computer networks; Computer science; Dynamic programming; Educational institutions; Hardware; Mobile agents; Path planning; Strategic planning; Support vector machines;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2874-8
DOI :
10.1109/FSKD.2007.164