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运筹OR帷幄 强化学习学习小组

23 2 Updated Mar 23, 2021

Multi-Quantile Recurrent Neural Network for Quantile Regression

Jupyter Notebook 64 19 Updated Nov 20, 2020

Neur2SP: Neural Two-Stage Stochastic Programming

Python 27 11 Updated Mar 8, 2023

Official implementation of the paper "Chain-of-Experts: When LLMs Meet Complex Operation Research Problems"

Python 29 5 Updated Apr 15, 2024

Repository contains implementation of Branch and Prive for classical General Assignment Problem problem using Python and Gurobi solver.

Python 39 4 Updated Nov 10, 2021

Branch-and-Price-and-Cut in Julia

Julia 190 43 Updated Feb 21, 2024

A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

Jupyter Notebook 410 53 Updated Jul 18, 2024
Python 2 Updated Sep 30, 2022

Code for the paper "Smart 'Predict, then Optimize'"

Julia 61 19 Updated Sep 5, 2023

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

Python 52 11 Updated Nov 2, 2023

A branch-and-price-and-cut algorithm for service network design and hub location problem

Python 15 6 Updated Jun 8, 2022

This project provides a simulator to calibrate and validate the matching functions used for shared mobility equilibrium models.

Python 4 1 Updated Sep 20, 2022
Jupyter Notebook 19 3 Updated May 3, 2024

Admm-based Interior Point Method for Linear Programming

C 23 4 Updated Apr 3, 2024
Julia 14 2 Updated May 6, 2024
Jupyter Notebook 4 Updated Apr 6, 2024
C++ 2 Updated May 20, 2023
Python 17 1 Updated Apr 13, 2023

Pyomo and JuMP sample implementations of the Resource-Task Network scheduling MILP model

8 3 Updated Sep 15, 2022

数学建模和机器学习的笔记和资料(持续更新中......)。

Jupyter Notebook 394 107 Updated Jul 24, 2024
2 Updated Oct 2, 2022

Official implementation of paper "Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning"

Python 282 92 Updated Aug 31, 2022

This repository contains the code of the deep MARL-based dynamic scheduling algorithms in job shop and flexible job shop

Python 62 25 Updated Mar 8, 2022

A repository for the berth allocation problem

Python 5 Updated May 13, 2022

java :berth allocation problem

Java 1 1 Updated Nov 18, 2012

Program for managing orders, planning and scheduling in job shop production system using popular heuristics alghorithms.

Python 110 23 Updated Dec 9, 2019

Solving an item production scheduling problem with the help of mathematical optimization

Python 48 20 Updated Apr 9, 2017

【中译版】Gurobi 官方教程

Jupyter Notebook 34 7 Updated Jan 5, 2021

Data and code for the paper Data-Driven Robust Optimization using Unsupervised Deep Learning written by Marc Goerigk and Jannis Kurtz

Python 18 5 Updated Jun 7, 2021

Code for scenario reduction in one- and two-stage robust optimization

C++ 2 Updated Aug 30, 2022
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