2 papers
cs.AI2020
Investigating Constraint Relationship in Evolutionary Many-Constraint Optimization
Mengjun Ming, Rui Wang, Tao Zhang
This paper contributes to the treatment of extensive constraints in evolutionary many-constraint optimization through consideration of the relationships between pair-wise constrain…
cs.NE2019
Deep Reinforcement Learning for Multi-objective Optimization
Kaiwen Li, Tao Zhang, Rui Wang
This study proposes an end-to-end framework for solving multi-objective optimization problems (MOPs) using Deep Reinforcement Learning (DRL), that we call DRL-MOA. The idea of deco…