Title :
Island Based Distributed Differential Evolution: An Experimental Study on Hybrid Testbeds
Author :
Apolloni, Javier ; Leguizamon, Guillermo ; Garcia-Nieto, Jose ; Alba, Enrique
Author_Institution :
LIDIC, Univ. Nac. de San Luis, San Luis
Abstract :
This paper presents a new distributed differential evolution (dDE) algorithm and evaluates it according to the standard procedure set in the special session of continuous optimization of CECpsila05. We statistically validate our results in continuous optimization versus several other efficient techniques. Our distributed differential evolution is simple and accurate, at the same time amenable, to be applied to a wide variety of problems, especially for noisy and multimodal functions.
Keywords :
evolutionary computation; optimisation; continuous optimization; island based distributed differential evolution; multimodal functions; Biological processes; Biological system modeling; Biology computing; Computer networks; Distributed computing; Evolution (biology); Evolutionary computation; Hybrid intelligent systems; Stochastic processes; System testing; CEC´05 Function Test Suite; Distributed Differential Evolution; Non-Parametric Tests;
Conference_Titel :
Hybrid Intelligent Systems, 2008. HIS '08. Eighth International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-0-7695-3326-1
Electronic_ISBN :
978-0-7695-3326-1
DOI :
10.1109/HIS.2008.87
