seqopt.jl

Sequential solver for nonlinear optimization

https://github.com/blegat/seqopt.jl

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (7.9%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Sequential solver for nonlinear optimization

Basic Info
  • Host: GitHub
  • Owner: blegat
  • License: other
  • Language: Julia
  • Default Branch: main
  • Size: 35.2 KB
Statistics
  • Stars: 4
  • Watchers: 3
  • Forks: 0
  • Open Issues: 1
  • Releases: 0
Created almost 3 years ago · Last pushed 6 months ago
Metadata Files
Readme License Citation

README.md

SeqOpt.jl

Build Status codecov

WARNING: This package is still at its early stage of development.

SeqOpt.jl is a sequential solver for nonlinear optimization. It implements a generalization of Sequential quadratic programming to nonlinear conic programs developed in:

Torbjørn Cunis & Benoît Legat. Sequential sum-of-squares programming for analysis of nonlinear systems. Submitted to the 2023 American Control Conference, arXiv:2210.02142.

License

SeqOpt.jl is licensed under the MIT License.

Installation

Install SeqOpt using Pkg.add:

julia import Pkg Pkg.add("https://github.com/blegat/SeqOpt.jl")

Use with JuMP

Use SeqOpt with JuMP as follows:

julia using JuMP import SCS import SeqOpt model = JuMP.Model(() -> SeqOpt.Optimizer(SCS.Optimizer))

Replace SCS.Optimizer with an optimizer capable of solving a linearized version of your optimization problem.

Citing

See CITATION.bib.

Owner

  • Name: Benoît Legat
  • Login: blegat
  • Kind: user
  • Location: Boston, MA, USA
  • Company: LIDS, MIT

Citation (CITATION.bib)

@misc{cunis2022sequential,
      title={Sequential sum-of-squares programming for analysis of nonlinear systems}, 
      author={Torbjørn Cunis and Benoît Legat},
      year={2022},
      eprint={2210.02142},
      archivePrefix={arXiv},
      primaryClass={math.OC}
}

GitHub Events

Total
  • Issue comment event: 3
  • Push event: 6
  • Pull request event: 6
  • Create event: 180
Last Year
  • Issue comment event: 3
  • Push event: 6
  • Pull request event: 6
  • Create event: 180

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 0
  • Total pull requests: 5
  • Average time to close issues: N/A
  • Average time to close pull requests: 8 months
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 1.0
  • Merged pull requests: 5
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 2
  • Average time to close issues: N/A
  • Average time to close pull requests: 17 minutes
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 1.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
Pull Request Authors
  • blegat (5)
Top Labels
Issue Labels
Pull Request Labels