Mani, V and Suresh, S and Kim, HJ (2005) Real-Coded Genetic Algorithms for Optimal Static Load Balancing in Distributed Computing System with Communication Delays. In: Computational Science and Its Applications. ICCSA 2005 (Lecture Notes in Computer Science), 9-12 May, 2005, Singapore, Vol.3483, 269-279.
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We consider the problem of static load balancing with the objective of minimizing the job response times. The jobs that arrive at a central scheduler are allocated to various processors in the system with certain probabilities. This optimization problem is solved using real-coded genetic algorithms. A comparison of this approach with the standard optimization methods are presented.
|Item Type:||Conference Paper|
|Additional Information:||Copyright of this article belongs to Springer Verlag.|
|Department/Centre:||Division of Mechanical Sciences > Aerospace Engineering (Formerly, Aeronautical Engineering)|
|Date Deposited:||26 Apr 2007|
|Last Modified:||19 Sep 2010 04:35|
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