Guidelines for the Computational Testing of Machine Learning approaches to Vehicle Routing Problems

28 September 2021

Papers citing "Guidelines for the Computational Testing of Machine Learning approaches to Vehicle Routing Problems"

13 / 13 papers shown

Title
Multi-Agent Environments for Vehicle Routing Problems Ricardo Gama Daniel Fuertes Carlos R. del-Blanco Hugo L. Fernandes AI4CE 89 0 0 21 Nov 2024
Metaheuristic Enhanced with Feature-Based Guidance and Diversity Management for Solving the Capacitated Vehicle Routing Problem Bachtiar Herdianto Romain Billot Flavien Lucas Marc Sevaux 25 0 0 30 Jul 2024
Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives Xuan Wu Di Wang Lijie Wen Yubin Xiao Chunguo Wu Yuesong Wu Chaoyu Yu D. Maskell You Zhou 70 6 0 01 Jun 2024
Learning-Enhanced Neighborhood Selection for the Vehicle Routing Problem with Time Windows Willem Feijen Guido Schäfer Koen Dekker Seppo Pieterse 23 1 0 13 Mar 2024
PyVRP: a high-performance VRP solver package N. Wouda L. Lan Wouter Kool 17 21 0 22 Nov 2023
An Expandable Machine Learning-Optimization Framework to Sequential Decision-Making Dogacan Yilmaz ˙I. Esra B¨uy¨uktahtakın 18 12 0 12 Nov 2023
Continuation Path Learning for Homotopy Optimization Xi Lin Zhiyuan Yang Xiao-Yan Zhang Qingfu Zhang 23 9 0 24 Jul 2023
A Neural Separation Algorithm for the Rounded Capacity Inequalities Hyeon-Seob Kim Jinkyoo Park C. Kwon 49 6 0 29 Jun 2023
How Good Is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem Shengcai Liu Yu Zhang K. Tang Xin Yao 65 40 0 22 Sep 2022
Neural Improvement Heuristics for Graph Combinatorial Optimization Problems Andoni I. Garmendia Josu Ceberio A. Mendiburu 31 4 0 01 Jun 2022
Learning to Solve Vehicle Routing Problems: A Survey Aigerim Bogyrbayeva Meraryslan Meraliyev Taukekhan Mustakhov Bissenbay Dauletbayev 29 24 0 05 May 2022
Efficient Neural Neighborhood Search for Pickup and Delivery Problems Yining Ma Jingwen Li Zhiguang Cao Wen Song Hongliang Guo Yuejiao Gong Yeow Meng Chee 16 39 0 25 Apr 2022
Graph Neural Network Guided Local Search for the Traveling Salesperson Problem Benjamin H. Hudson Qingbiao Li Matthew Malencia Amanda Prorok 33 63 0 11 Oct 2021