OptimalControlProblems.jl
The OptimalControlProblems.jl package is part of the control-toolbox ecosystem and is independent of OptimalControl.jl. The control-toolbox ecosystem brings together Julia packages for mathematical control and its applications. Its purpose is to provide tools to model and solve optimal control problems governed by ordinary differential equations, using both direct and indirect methods, on CPU and GPU.
If you would like to define and solve your own optimal control problem, please refer to the OptimalControl.jl documentation.
In OptimalControlProblems.jl, you will find a collection of optimal control problems modelled with JuMP and OptimalControl. These problems can be used for benchmarking.
Installation
To install OptimalControlProblems.jl, please open Julia’s interactive session (known as the REPL) and use the Julia package manager:
using Pkg
Pkg.add("OptimalControlProblems")
Citing us
If you use OptimalControlProblems.jl in your work, please cite us:
Caillau, J.-B., Cots, O., Gergaud, J., & Martinon, P. OptimalControlProblems.jl: a collection of optimal control problems with ODE's in Julia. doi.org/10.5281/zenodo.17013021
or in bibtex format:
@software{OptimalControlProblems_jl,
author = {Caillau, Jean-Baptiste and Cots, Olivier and Gergaud, Joseph and Martinon, Pierre},
doi = {10.5281/zenodo.17013021},
license = {["MIT"]},
title = {{OptimalControlProblems.jl: a collection of optimal control problems with ODE's in Julia}},
url = {https://control-toolbox.org/OptimalControlProblems.jl}
}
Contributing
If you think you found a bug or if you have a feature request / suggestion, feel free to open an issue. Before opening a pull request, please start an issue or a discussion on the topic.
Contributions are welcomed, check out how to contribute to a Github project. If it is your first contribution, you can also check this first contribution tutorial. You can find first good issues (if any 🙂) here. You may find other packages to contribute to at the control-toolbox organization.
If you want to ask a question, feel free to start a discussion here. This forum is for general discussion about this repository and the control-toolbox organization.
If you want to add an application or a package to the control-toolbox ecosystem, please follow this set up tutorial.
Credits (not exhaustive!)
- Nico77310
- 0Yassine0
- frapac
- BaptisteCbl
- COPS: Large-Scale Optimization Problems and COPSBenchmark.jl
- BOCOP - A collection of examples
Reproducibility
The documentation of this package was built using these direct dependencies,
Status `~/work/OptimalControlProblems.jl/OptimalControlProblems.jl/docs/Project.toml`
[34c4fa32] CTModels v0.6.5
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[91a5bcdd] Plots v1.40.19
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and using this machine and Julia version.
Julia Version 1.11.6
Commit 9615af0f269 (2025-07-09 12:58 UTC)
Build Info:
Official https://julialang.org/ release
Platform Info:
OS: Linux (x86_64-linux-gnu)
CPU: 4 × AMD EPYC 7763 64-Core Processor
WORD_SIZE: 64
LLVM: libLLVM-16.0.6 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)
Environment:
JULIA_PKG_SERVER_REGISTRY_PREFERENCE = eager
A more complete overview of all dependencies and their versions is also provided.
Status `~/work/OptimalControlProblems.jl/OptimalControlProblems.jl/docs/Manifest.toml`
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Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m`
You can also download the manifest file and the project file.