Neural combinatorial optimization: from routing to integer programming

• Main Author: Wu, Yaoxin
• Other Authors: Zhang Jie
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/163617
• Institution: Nanyang Technological University

Combinatorial optimization problems (COPs) are an important branch of mathematical optimization. It covers practical applications in many fields such as communication, transportation, manufacturing and has received massive attention in domains of computer science, operations research, economics, etc...