A Survey for Solving Mixed Integer Programming via Machine Learning

6 March 2022

Papers citing "A Survey for Solving Mixed Integer Programming via Machine Learning"

7 / 7 papers shown

Title
Boosting Generalization in Diffusion-Based Neural Combinatorial Solver via Energy-guided Sampling Haoyu Lei Kaiwen Zhou Y. Li Zhitang Chen Farzan Farnia DiffM 70 1 0 15 Feb 2025
GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Environments Stavros Orfanoudakis Nanda Kishor Panda Peter Palensky Pedro P. Vergara AI4CE 66 0 0 03 Feb 2025
Integrating Reinforcement Learning and Model Predictive Control with Applications to Microgrids Caio Fabio Oliveira da Silva Azita Dabiri B. de Schutter 50 4 0 17 Sep 2024
Graph Neural Networks for the Offline Nanosatellite Task Scheduling Problem Bruno Machado Pacheco L. O. Seman C. A. Rigo E. Camponogara E. Bezerra L. Coelho 41 1 0 24 Mar 2023
Learning To Dive In Branch And Bound Max B. Paulus Andreas Krause 29 4 0 24 Jan 2023
Data-driven Prediction of Relevant Scenarios for Robust Combinatorial Optimization Marc Goerigk Jannis Kurtz 16 3 0 30 Mar 2022
Solving Mixed Integer Programs Using Neural Networks Vinod Nair Sergey Bartunov Felix Gimeno Ingrid von Glehn Pawel Lichocki ... Pushmeet Kohli Ira Ktena Yujia Li Oriol Vinyals Yori Zwols 121 244 0 23 Dec 2020