Giter VIP home page Giter VIP logo

direct-methods-for-optimal-control's Introduction

DOI

Overview

This repository includes codes and documentation created as a part of my Supervised Learning Project (SLP). The project was guided by Prof. Debasish Chatterjee from Systems and Control Engineering, Indian Institute of Technology Bombay.

Abstract

Here, we study the numerical methods for optimal control. In particular, the direct methods are discussed with an objective to showcase an approach for general optimal control problems. These methods, which include single shooting, multiple shooting and collocation methods, are relatively simple to follow and effectively solve a wide variety of optimization problems. We illustrate each of the methods by working through example problems.

Contributors

Project Tree

.
├───Documentations
└───Optimal-Control-Problems
    ├───Bryson_Denham
    │   └───results
    └───Double_Integrator
        └───results

direct-methods-for-optimal-control's People

Contributors

nakulrandad avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.