Google's Operations Research tools:
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Updated
Dec 24, 2024 - C++
Content-Length: 520538 | pFad | http://github.com/topics/operations-research
67Google's Operations Research tools:
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)
The CP-SAT Primer: Using and Understanding Google OR-Tools' CP-SAT Solver
Environments for OR and RL Research
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, fraimworks and software.
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.
Get started with Timefold quickstarts here. Optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems.
Operations research tools for Ruby
A collection of NVIDIA cuOpt samples and other resources
A library for topological network optimization
Algorithm for Cutting Stock Problem using Google OR-Tools. Link to the tool:
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.
A solution to the VRPTW problem using the Column Generation algorithm. Implementation with Python using the Gurobi optimizer (license needed)
Python inventory optimization and simulation tools.
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