Learning improvement heuristics for solving routing problems
Recent studies in using deep learning to solve routing problems focus on construction heuristics, the solutions of which are still far from optimality. Improvement heuristics have great potential to narrow this gap by iteratively refining a solution. However, classic improvement heuristics are all g...
Saved in:
Main Authors: | WU, Yaoxin, SONG, Wen, CAO, Zhiguang, ZHANG, Jie, LIM, Andrew |
---|---|
Format: | text |
Language: | English |
Published: |
Institutional Knowledge at Singapore Management University
2022
|
Subjects: | |
Online Access: | https://ink.library.smu.edu.sg/sis_research/8129 https://ink.library.smu.edu.sg/context/sis_research/article/9132/viewcontent/1912.05784.pdf |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Singapore Management University |
Language: | English |
Similar Items
-
A computerised vehicle routing system for refuse collection
by: Ong, H.L., et al.
Published: (2014) -
A vehicle routing problem in banking
by: Bangayan, Joanna Michele Y., et al.
Published: (2008) -
An assignment-based local search method for solving vehicle routing problems
by: Zeng, L., et al.
Published: (2014) -
Application of an improved harmony search algorithm on electric vehicle routing problems
by: MINANDA, Vanny, et al.
Published: (2024) -
Development of some local search methods for solving the vehicle routing problem
by: ZENG LING
Published: (2010)