A Fuzzy Differential Evolution Scheduling Algorithm Based on Grid

Qiao, Fu • Zhang, Guoyin

Abstrak

Aim at the problem of tasks scheduling problem for grid computing based on fuzzy constraints, propose tasks scheduling model of grid computing about tasks scheduling problem. Using fuzzy AHP(analytic hierarchy process) processes fuzzy constraints weight value. Utilize the merit of differential evolutionary algorithm, that is, the algorithm don't need objective function is continuous and differentiable. Propose fuzzy differential evolutionary algorithm, the algorithm can process tasks scheduling for grid computing based on fuzzy constraint. In the experiments, compare the proposed algorithm with the existing algorithms. the proposed algorithm is more favorable than the existing algorithm in term of reliability, security and drooped task numbers.

Metrics

  • 37 kali dilihat
  • 7 kali diunduh

Jurnal

Bulletin of Electrical Engineering and Informatics

Bulletin of Electrical Engineering and Informatics (BEEI) publishes original research and literat... tampilkan semua