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Multi-Quantile Recurrent Neural Network for Quantile Regression
Neur2SP: Neural Two-Stage Stochastic Programming
Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"
Repository contains implementation of Branch and Prive for classical General Assignment Problem problem using Python and Gurobi solver.
A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming
Code for the paper "Smart 'Predict, then Optimize'"
强化学习算法库,包含了目前主流的强化学习算法(Value based and Policy based)的代码,代码都经过调试并可以运行
A branch-and-price-and-cut algorithm for service network design and hub location problem
This project provides a simulator to calibrate and validate the matching functions used for shared mobility equilibrium models.
Pyomo and JuMP sample implementations of the Resource-Task Network scheduling MILP model
数学建模和机器学习的笔记和资料(持续更新中......)。
Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"
This repository contains the code of the deep MARL-based dynamic scheduling algorithms in job shop and flexible job shop
A repository for the berth allocation problem
Program for managing orders, planning and scheduling in job shop production system using popular heuristics alghorithms.
Solving an item production scheduling problem with the help of mathematical optimization
Data and code for the paper Data-Driven Robust Optimization using Unsupervised Deep Learning written by Marc Goerigk and Jannis Kurtz
Code for scenario reduction in one- and two-stage robust optimization