Title :
Dynamic optimization using Self-Adaptive Differential Evolution
Author :
Janez Brest;Ales Zamuda;Borko Boskovic;Mirjam Sepesy Maucec;Viljem Zumer
Author_Institution :
Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ul. 17, 2000, Slovenia
Abstract :
In this paper we investigate a Self-Adaptive Differential Evolution algorithm (jDE) where F and CR control parameters are self-adapted and a multi-population method with aging mechanism is used. The performance of the jDE algorithm is evaluated on the set of benchmark functions provided for the CEC 2009 special session on evolutionary computation in dynamic and uncertain environments.
Keywords :
"Evolutionary computation","Benchmark testing","Chromium","Optimization methods","Aging","Space stations","Performance analysis","Computer science","Hybrid intelligent systems","Control systems"
Conference_Titel :
Evolutionary Computation, 2009. CEC ´09. IEEE Congress on
Print_ISBN :
978-1-4244-2958-5
Electronic_ISBN :
1941-0026
DOI :
10.1109/CEC.2009.4982976
