Abstract:

Parallel processing has become a key technology in modern computing technology. In recent years, the development of software leads to a collection of heterogeneous computers to use parallel computing resources. This paper explores how works of the structure in the ring network topology parallel differential evolution algorithm to improve the method’s speed and performance. The results show that the exchange of information subpopulations in the range assigned to different nodes of the performance of the algorithm has a significant impact. In addition, not all of the mutations differential evolution strategies are equally sensitive to this parameter.

Key words: parallel processing, ring network topology, differential evolution algorithm