Code Monkey home page Code Monkey logo

cmaes.net's Introduction

CMAES.NET

CMAES.NET

Covariance Matrix Adaptation Evolution Strategy (CMA-ES) [1] implementation on .NET

This software is a C# implementation of CyberAgent's CMAES library.

Usage

using System;
using System.Collections.Generic;

using CMAESnet;

namespace CMAESnetExample
{
    class Program
    {
        static void Main(string[] args)
        {
            double[] initial = new double[] { 0, 0 };
            CMAESOptimizer cmaoptimizer = new CMAESOptimizer(TestFunctions, initial, 1.5);

            cmaoptimizer.Optimize();

            double[] optimizedArray = cmaoptimizer.ResultVector;

            Console.WriteLine("x1={0}, x2={1}", optimizedArray[0], optimizedArray[1]);
        }

        private static double TestFunctions(IList<double> x)
        {
            return Math.Pow(x[0] - 3, 2) + Math.Pow(10 * (x[1] + 2), 2);
        }
    }
}

Requirements

  • .Net Standard 2.0 or higher
  • Math.Net Numerics 4.11.0 or higher

Link

Other libraries

I respect all libraries involved in CMA-ES.

  • pycma: Most famous CMA-ES implementation by Nikolaus Hansen.
  • libcmaes: Multithreaded C++11 library with Python bindings.
  • cma-es: A Tensorflow v2 implementation
  • CMA-ES: Lightweight Covariance Matrix Adaptation Evolution Strategy (CMA-ES) implementation.

References

cmaes.net's People

Contributors

rl27 avatar yn-cloud avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

Forkers

vassilsanych rl27

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.