/RNN-for-Optimization-Problems

Build a Recurrent Neural Network solving Optimization Problems

Primary LanguageJupyter Notebook

RNN-for-Optimization-Problems

This project contains my work that target on solving some problems of convex programming and nonconvex programming by using Recurrent Neural Network

Installation

Install my-project

  $ pip install -r requirements.txt

Test

Open and run file main.ipynb

Results

  • Transient behavior of neural network with 10 different initial points in problem 1 Architecture
  • Transient behavior of neural network with 10 different initial points in problem 2 Architecture