2 papers
cs.NE2018
IGD Indicator-based Evolutionary Algorithm for Many-objective Optimization Problems
Yanan Sun, Gary G. Yen, Zhang Yi
Inverted Generational Distance (IGD) has been widely considered as a reliable performance indicator to concurrently quantify the convergence and diversity of multi- and many-object…
cs.NE2018
Improved Regularity Model-based EDA for Many-objective Optimization
Yanan Sun, Gary G. Yen, Zhang Yi
The performance of multi-objective evolutionary algorithms deteriorates appreciably in solving many-objective optimization problems which encompass more than three objectives. One…