Unlocking efficiency: end-to-end optimization learning for recurrent facility operational planning

• Main Authors: Lin, Yun Hui, Yin, Xiao Feng, Tian, Qingyun
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Learning for optimization; End-to-end optimization learning
• Online Access: https://hdl.handle.net/10356/180910
• Institution: Nanyang Technological University

This paper studies a general facility operational planning problem, which involves managing a network of facilities or infrastructures (such as road sections or tolls) to serve customers or users while considering their decentralized behaviors. The objective is to optimize the service plans for each...