widemeadows.Optimization 0.1.0

This package has a SemVer 2.0.0 package version: 0.1.0+180.
Install-Package widemeadows.Optimization -Version 0.1.0
dotnet add package widemeadows.Optimization --version 0.1.0
<PackageReference Include="widemeadows.Optimization" Version="0.1.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add widemeadows.Optimization --version 0.1.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: widemeadows.Optimization, 0.1.0"
#r directive can be used in F# Interactive, C# scripting and .NET Interactive. Copy this into the interactive tool or source code of the script to reference the package.
// Install widemeadows.Optimization as a Cake Addin
#addin nuget:?package=widemeadows.Optimization&version=0.1.0

// Install widemeadows.Optimization as a Cake Tool
#tool nuget:?package=widemeadows.Optimization&version=0.1.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.

(Nonlinear) Optimization Library

This library aims to implement different mathematical optimization algorithms, such as regular and conjugate gradient descent. Mathematics is backed by Math.NET Numerics.

Gradient Descent Algorithms

  • Resilient Error Gradient Descent

Conjugate Gradient Descent Algorithms

  • Hager-Zhang ("CG_DESCENT")
  • Polak-Ribière (supporting preconditioning)
  • Fletcher-Reeves

Line Search Algorithms

  • Secant
  • Hager-Zhang with quadratic stepping

Cost Functions

  • Residual Sum of Squares

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last updated
0.1.0 130 7/25/2021
0.1.0-alpha 738 7/12/2015