A bi-level evolutionary algorithm with surrogate lower approximation: a case study on a production-distribution problem in supply chain management
Many decision-making situations are characterized by hierarchical structures with two optimization tasks, modeled as Bi-level Optimization Problem (BOP). These problems are challenging due to the upper-level optimization being constrained by the lower-level solution, making evaluations computationally expensive. For...