https://github.com/danphenderson/blockopt.jl
Implements Quasi-Newton Block update with a direct solve of the trust-region subproblem.
Science Score: 10.0%
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Low similarity (7.9%) to scientific vocabulary
Last synced: 9 months ago
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Implements Quasi-Newton Block update with a direct solve of the trust-region subproblem.
Basic Info
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- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 1
- Releases: 0
Created over 4 years ago
· Last pushed over 4 years ago
https://github.com/danphenderson/BlockOpt.jl/blob/main/
# BlockOpt.jl Supplemental Software to QN Optimization with Hessian Samples [article](https://arxiv.org/abs/2201.02608). [](https://zenodo.org/badge/latestdoi/409367075) [![][docs-dev-img]](https://danphenderson.github.io/BlockOpt.jl/dev/) [docs-dev-img]: https://img.shields.io/badge/docs-dev-blue.svg See the [documentation](https://danphenderson.github.io/BlockOpt.jl/dev/) to learn more about the `BlockOpt` software. ## Installation The BlockOpt package installs as ```julia julia> ] pkg> add https://github.com/danphenderson/TRS.jl pkg> add https://github.com/danphenderson/BlockOpt.jl # backspace returns to julia prompt ``` in the [Julia's Pkg REPL mode](https://docs.julialang.org/en/v1/stdlib/Pkg/index.html#Getting-Started-1). In a notebook environment BlockOpt installs as ```julia using Pkg Pkg.add(url="https://github.com/danphenderson/TRS.jl") Pkg.add(url="https://github.com/danphenderson/BlockOpt.jl") ``` using the Julia package manager [Pkg.jl](https://pkgdocs.julialang.org/v1/). The TRS package does not install with the BlockOpt.jl supported Julia release versions v1.3.0. The TRS package supports earlier releases of Julia. The BlockOpt trust-region subproblem solver uses trs_small from an updated TRS.jl branch, installable on all BlockOpt supported Julia releases. There is an open pull request to merge the forked TRS branch used in BlockOpt.jl.
Owner
- Name: Daniel Henderson
- Login: danphenderson
- Kind: user
- Location: Salt Lake City, Utah
- Repositories: 2
- Profile: https://github.com/danphenderson
dphender@mtu.edu