A Neural Column Generation Approach to the Vehicle Routing Problem with Two-Dimensional Loading and Last-In-First-Out Constraints

18 June 2024

Papers citing "A Neural Column Generation Approach to the Vehicle Routing Problem with Two-Dimensional Loading and Last-In-First-Out Constraints"

8 / 8 papers shown

Title
A Deep Reinforcement Learning Framework For Column Generation Cheng Chi A. Aboussalah Elias Boutros Khalil Juyoung Wang Zoha Sherkat-Masoumi 84 27 0 03 Jun 2022
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring Yunzhuang Shen Yuan Sun Xiaodong Li Andrew Craig Eberhard Andreas T. Ernst 40 26 0 08 Dec 2021
Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey Zefang Zong Tao Feng Tong Xia Depeng Jin Yong Li 43 3 0 10 Aug 2021
POMO: Policy Optimization with Multiple Optima for Reinforcement Learning Yeong-Dae Kwon Jinho Choo Byoungjip Kim Iljoo Yoon Youngjune Gwon Seungjai Min 115 345 0 30 Oct 2020
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 157 1,398 0 15 Nov 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 129 1,233 0 22 Mar 2018
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 437 10,548 0 21 Jul 2016
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,414 0 03 Jun 2014