Title :
Differential evolution for multiobjective optimization with self adaptation
Author :
Ales Zamuda;Janez Brest;Borko Boskovic;Viljem Zumer
Author_Institution :
Computer Architecture and Languages Laboratory, Institute of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova ulica 17, SI-2000, Slovenia
Abstract :
This paper presents performance assessment of differential evolution for multiobjective optimization with self adaptation algorithm, which uses the self adaptation mechanism from evolution strategies to adapt F and CR parameters of the candidate creation in DE. Results for several runs on CEC2007 special session test functions are presented and assessed with different performance metrics. Based on these metrics, algorithm strengths and weaknesses are discussed.
Keywords :
"Chromium","Measurement","Evolutionary computation","Genetic mutations","Computer science","Automatic testing","Simulated annealing","Performance evaluation","Computer architecture","Ground penetrating radar"
Conference_Titel :
Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
Print_ISBN :
978-1-4244-1339-3
Electronic_ISBN :
1941-0026
DOI :
10.1109/CEC.2007.4424941
