Awesome machine learning for combinatorial optimization papers.
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Updated
Sep 5, 2024 - Python
Awesome machine learning for combinatorial optimization papers.
The open source Solver AI for Java, Python and Kotlin to optimize scheduling and routing. Solve the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems.
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
Adaptive large neighbourhood search (and more!) in Python.
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
Environments for OR and RL Research
OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
Supplychainpy is a Python library for supply chain analysis, modelling and simulation. The library assists a workflow that is reliant on Excel and VBA.
Open-source, state-of-the-art vehicle routing problem solver in an easy-to-use Python package.
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
Get started with Timefold quickstarts here. Timefold is the successor of OptaPlanner, by the OptaPlanner team. Optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems
Operations research tools for Ruby
A library for topological network optimization
A collection of NVIDIA cuOpt samples and other resources
FelooPy: Efficient & Feature-Rich Integrated Decision Environment
Some lecture notes of Operations Research (usually taught in Junior year of BS) can be found in this repository along with some Python programming codes to solve numerous problems of Optimization including Travelling Salesman, Minimum Spanning Tree and so on.
Algorithm for Cutting Stock Problem using Google OR-Tools. Link to the tool:
A solution to the VRPTW problem using the Column Generation algorithm. Implementation with Python using the Gurobi optimizer (license needed)
Improve Warehouse Productivity using Order Batching
A C++ monorepo for discrete and continuous optimization. Batteries included!
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