nlp-on-gpu-paper

This repository is an artifact storing the tex sources and the Julia scripts used to generate the results in the manuscript "Condensed-space methods for nonlinear programming on GPUs", available on arxiv.

• The directory HybridKKT.jl/ stores the Julia implementation of the method presented in the paper.
• The directory tex/ stores the tex sources.
• The directory scripts/ stores script files to generate the plots presented in the paper using matplotlib.

To cite the paper, please use the following bibtex reference:

@article{pacaud2024condensed,
  title={Condensed-space methods for nonlinear programming on {GPU}s},
  author={Pacaud, Fran{\c{c}}ois and Shin, Sungho and Montoison, Alexis and Schanen, Michel and Anitescu, Mihai},
  journal={arXiv preprint arXiv:2405.14236},
  year={2024}
}