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A time performance comparison of particle swarm optimization in mobile devices

2016; EDP Sciences; Volume: 76; Linguagem: Inglês

10.1051/matecconf/20167604029

2274-7214

Luis Antonio Beltrán Prieto, Zuzana Komínková Oplatková, Rubén Torres Frías, Juan Luis Escoto Hernández,

Caching and Content Delivery

This paper deals with the comparison of three implementations of Particle Swarm Optimization (PSO), which is a powerful algorithm utilized for optimization purposes. Xamarin, a cross-platform development software, was used to build a single C# application capable of being executed on three different mobile operating systems (OS) devices, namely Android, iOS, and Windows Mobile 10, with native level performance. Seven thousand tests comprising PSO evaluations of seven benchmark functions were carried out per mobile OS. A statistical evaluation of time performance of the test set running on three similar devices –each running a different mobile OS– is presented and discussed. Our findings show that PSO running on Windows Mobile 10 and iOS devices have a better performance in computation time than in Android.