no code implementations • 13 Jul 2018 • Yingyu Zhang, Yuanzhen Li, Quan-Ke Panb, P. N. Suganthan
Recent studies show that a well designed combination of the decomposition method and the domination method can improve the performance , i. e., convergence and diversity, of a MOEA.
no code implementations • 27 Jun 2018 • Yingyu Zhang, Bing Zeng
In addition, the time complexity of the proposed algorithm is the same as that of MOEA/D, and lower than that of other known MOEAs, since it considers only individuals within the current neighborhood at each update.
no code implementations • 25 Jan 2018 • Yingyu Zhang, Bing Zeng, Yuanzhen Li, Junqing Li
The decomposition-based MOEAs emphasize convergence and diversity in a simple model and have made a great success in dealing with theoretical and practical multi- or many-objective optimization problems.