Differential evolution for multiobjective optimization with self adaptation
Aleš Zamuda, Janez Brest, Borko Boškovič, Viljem Zumer · 2007
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.