Learn to Design the Heuristics for Vehicle Routing Problem

Learn to Design the Heuristics for Vehicle Routing Problem

20 February 2020

Papers citing "Learn to Design the Heuristics for Vehicle Routing Problem"

10 / 10 papers shown

Title
Combining Constructive and Perturbative Deep Learning Algorithms for the Capacitated Vehicle Routing Problem Roberto García-Torres Alitzel Adriana Macias-Infante S. E. Conant-Pablos J. C. Ortíz-Bayliss Hugo Terashima-Marín 18 1 0 25 Nov 2022
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
Learning to Solve Multiple-TSP with Time Window and Rejections via Deep Reinforcement Learning Rongkai Zhang Cong Zhang Zhiguang Cao Wen Song Puay Siew Tan Jie Zhang B. Wen Justin Dauwels 16 27 0 13 Sep 2022
Learning to Solve Vehicle Routing Problems: A Survey Aigerim Bogyrbayeva Meraryslan Meraliyev Taukekhan Mustakhov Bissenbay Dauletbayev 29 24 0 05 May 2022
Multi-objective Pointer Network for Combinatorial Optimization Leon Gao Rui Wang Chuang Liu Zhao-hong Jia 19 6 0 25 Apr 2022
Learning Large Neighborhood Search Policy for Integer Programming Yaoxin Wu Wen Song Zhiguang Cao Jie Zhang 27 40 0 01 Nov 2021
Learning Enhanced Optimisation for Routing Problems N. Sultana Jeffrey Chan Tabinda Sarwar B. Abbasi •. A. K. Qin 24 3 0 17 Sep 2021
An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem Bingjie Li Guohua Wu Yongming He Mingfeng Fan Witold Pedrycz 64 67 0 15 Jul 2021
Solve routing problems with a residual edge-graph attention neural network Kun Lei Peng Guo Yi Wang Xiao Wu Wenchao Zhao 32 54 0 06 May 2021
Deep Policy Dynamic Programming for Vehicle Routing Problems W. Kool H. V. Hoof J. Gromicho Max Welling 42 115 0 23 Feb 2021