- 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...
Expand abstract - Publication status:
- Published
- Peer review status:
- Peer reviewed
- Version:
- Publisher's version
- Files:
-
-
(pdf, 128.2kb)
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- Publisher copy:
- 10.21105/joss.00615
-
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- Funding agency for:
- Riseth, AN
- 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:
-
uri:756cdd7e-1e4e-4226-96ea-3ab28f23963f
- UUID:
-
uuid:756cdd7e-1e4e-4226-96ea-3ab28f23963f
- Local pid:
- pubs:852951
- Copyright holder:
- Mogensen and Riseth
- Copyright date:
- 2018
- Notes:
- This work is licensed under a Creative Commons Attribution 4.0 International License.
Journal article
Optim: A mathematical optimization package for Julia
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