Reinforcement Learning With Data Envelopment Analysis and Conditional Value-At-Risk for the Capacity Expansion Problem - Lee, Chia-Yen; Chen, Yen-Wen (IEEE transactions on engineering management, 2024)
Keywords: Capacity expansion; Capacity planning; conditional value-at-risk (CVAR); Costs; Data analysis; Data envelopment analysis; data envelopment analysis (DEA); Effectiveness; efficiency and effectiveness measure; Empirical analysis; Evaluation; Indexes; Machine learning; Optimization; Power generation; Productivity; reinforcement learning (RL); Resource allocation; Risk aversion; risk-averse decision; Uncertainty