Journal article
Optim: A mathematical optimization package for Julia
- Abstract:
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Optim provides a range of optimization capabilities written in the Julia programming language (Bezanson et al. 2017). Our aim is to enable researchers, users, and other Julia packages to solve optimization problems without writing such algorithms themselves. The package supports optimization on manifolds, functions of complex numbers, and input types such as arbitrary precision vectors and matrices. We have implemented routines for derivative free, first-order, and second-order optimization m...
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- Publication status:
- Published
- Peer review status:
- Peer reviewed
- Version:
- Publisher's version
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- Files:
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(pdf, 128.2KB)
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- Publisher copy:
- 10.21105/joss.00615
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Authors
Funding
+ Engineering and Physical Sciences Research Council
More from this funder
Funding agency for:
Riseth, AN
Bibliographic Details
- Publisher:
- Open Journals Publisher's website
- Journal:
- Journal of Open Source Software Journal website
- Volume:
- 3
- Issue:
- 24
- Pages:
- Article: 615
- Publication date:
- 2018-04-05
- Acceptance date:
- 2018-04-05
- DOI:
- ISSN:
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2475-9066
- Pubs id:
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pubs:852951
- URN:
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uri:756cdd7e-1e4e-4226-96ea-3ab28f23963f
- UUID:
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uuid:756cdd7e-1e4e-4226-96ea-3ab28f23963f
- Local pid:
- pubs:852951
Terms of use
- Copyright holder:
- Mogensen and Riseth
- Copyright date:
- 2018
- Notes:
- This work is licensed under a Creative Commons Attribution 4.0 International License.
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