https://github.com/kibaekkim/bundlemethod.jl

Bundle Methods in Julia
https://github.com/kibaekkim/bundlemethod.jl

Last synced: 6 months ago
JSON representation

Bundle Methods in Julia

• Host: GitHub
• URL: https://github.com/kibaekkim/bundlemethod.jl
• Owner: kibaekkim
• License: mit
• Created: 2019-02-11T22:59:44.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-09-04T14:34:24.000Z (about 1 year ago)
• Last Synced: 2025-04-15T03:04:37.093Z (6 months ago)
• Language: Julia
• Homepage:
• Size: 168 KB
• Stars: 10
• Watchers: 5
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# BundleMethod.jl

![Run tests](https://github.com/kibaekkim/BundleMethod.jl/workflows/Run%20tests/badge.svg)

[![codecov](https://codecov.io/gh/kibaekkim/BundleMethod.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/kibaekkim/BundleMethod.jl)

[![DOI](https://zenodo.org/badge/170216265.svg)](https://zenodo.org/badge/latestdoi/170216265)

This package provides a template for implementing bundle methods.

The template is generic and does not assume any particular structure.

Using the template, this pacakge implements 

- a proximal bundle method with linear constraints

- a trust region method with linear constraints

## Installation

```

] add BundleMethod

```

## Examples

Please see examples in `./examples`.

## Citing this package

```

@misc{BundleMethod.jl.0.4.0,

  author       = {Kim, Kibaek and Zhang, Weiqi and Nakao, Hideaki and Schanen, Michel},

  title        = {{BundleMethod.jl: Implementation of Bundle Methods in Julia}},

  month        = Mar,

  year         = 2021,

  doi          = {10.5281/zenodo.4574897},

  version      = {0.4.0},

  publisher    = {Zenodo},

  url          = {https://doi.org/10.5281/zenodo.4574897}

}

```

## Acknowledgements

This material is based upon work supported by the U.S. Department of Energy, Office of Science, under contract number DE-AC02-06CH11357.