Simulated annealing with reinforcement learning for the set team orienteering problem with time windows

• Main Authors: YU, Vincent F., SALSABILA, Nabila Y., LIN, Shih-W, GUNAWAN, Aldy
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2024
• Subjects: Team orienteering problem with time windows; Set orienteering problem; Simulated annealing; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8265; https://ink.library.smu.edu.sg/context/sis_research/article/9268/viewcontent/SimulatedAnnealing_STOPTW_av.pdf
• Institution: Singapore Management University

This research investigates the Set Team Orienteering Problem with Time Windows (STOPTW), a new variant of the well-known Team Orienteering Problem with Time Windows and Set Orienteering Problem. In the STOPTW, customers are grouped into clusters. Each cluster is associated with a profit attainable w...