Proceedings of the Annual Conference of the Institute of Systems, Control and Information Engineers
The 49th Annual Conference of the Institute of Systems, Control and Information Engineers
Session ID : 3A2-5
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Dynamic Scheduling Algorithm RR for Evolutionary Computation in Grid Environmentin Grid Environment
*Yoshikazu Murayama, Yoshiyuki Matsumura, Noriyuki Fujimoto, Kenichi Hagihara
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Keywords: Grid Computing, Dynamic Schduling Algorithm RR, Evolutionary Computation
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Abstract
This paper empirically investigates the effect of Grid Computing on the computational cost of evolution strategies. Especially, for the task scheduling, List Scheduling with Round-robin order Replication(RR) is adopted. Computer simulations are conducted which compare with the energy loss of theoretical maximum value and an actual expected measurement. We show that RR proves the theory of energy loss and cuts the computational time.
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© 2005 The Institute of Systems, Control and Information Engineers
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