Deep Learning for Optimal Decision Making Oriented Prediction for Combinatorial Optimization Problem

Abstract

In the field of Computer Science, the growing advancement help the researchers a lot to confront the new problems and making a new solution. Not only with the existing algorithm but also various ways can be found for making a solution. This could be either mathematically or logically. This work proposed a method for using deep learning for solving the combinatorial optimization problem. Combinatorial optimization problem is very much hard in nature and very much difficult to solve or compute mathematically. This proposed work helps to find the optimization with the help of deep learning. This work mainly focuses on a problem which is considered as data point and find out the optimal solution with the help of deep learning for the given task.