A time performance evaluation of The SOMA asynchronous parallel distribution in Java and C#

Abstract

This paper compares two different implementations o. The Self-Organizing Migrating Algorithm (SOMA), which is a highly effective tool of an evolutionary optimization that is aimed a. The same set of problems as Genetic Algorithms. One implementation of algorithm was created i. The C# framework an. The second implementation in Java framework. Both implementations ar. The asynchronous parallel 'All-to-One' strategy of SOMA, which is used to equally distribute computation loads between several available processors/cores. The aim of our effort is to statistically evaluat. The computation time efficiency o. These two concurrent frameworks including dependence o. The number of threads. The obtained results are discussed i. The conclusion. © 2015 The Authors. Published by Elsevier Ltd. This is an open access article unde. The CC BY-NC-ND license.