A Fuzzy Differential Evolution Algorithm for Job Scheduling on Computational Grids

Ch.Srinivasa Rao, Dr.B.Raveendra Babu
2014 International Journal of Computer Trends and Technology  
Grid computing is the recently growing area of computing that share data, storage, computing across geographically dispersed area. This paper proposes a novel fuzzy approach using Differential Evolution (DE) for scheduling jobs on computational grids. The fuzzy based DE generates an optimal plan to complete the jobs within a minimum period of time. We evaluate the performance of the proposed fuzzy based DE algorithm with Genetic Algorithm (GA), Simulated Annealing (SA), Differential Evolution
more » ... rential Evolution and fuzzy PSO. Experimental results have shown that the new algorithm produces more optimal solutions for the job scheduling problems compared to other algorithms.
doi:10.14445/22312803/ijctt-v13p116 fatcat:yctrdpvd5jgi7pvyrk67v72ojq