Hyperheuristic approach based on reinforcement learning for air traffic complexity mitigation

• Main Authors: Juntama, Paveen, Delahaye, Daniel, Chaimatanan, Supatcha, Alam, Sameer
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Aeronautical engineering; Airspace Capacity; Efficient Optimisation
• Online Access: https://hdl.handle.net/10356/164448
• Institution: Nanyang Technological University

Airspace capacity has become a critical resource for air transportation. Complexity in traffic patterns is a structural problem, whereby airspace capacity is sometimes saturated before the number of aircraft has reached the capacity threshold. This paper addresses a strategic planning problem with a...