Genetic Algorithm

This post is best viewed using the light theme. This post uses GA to generate a high-quality solution to the Traveling Salesman Problem. Traveling Salesman Problem using Genetic Algorithm This blog post is regarding using a genetic algorithm to solve the Traveling Salesman Problem. In a one-liner, the TSP asks the following question: Given a list of cities and the distances between each pair of the cities, what is the shortest possible route that visits each city and returns to the origin city?...

This post is a simple implementation of Genetic Algorithm GA. Here, you would start with a random string and end up with the target string. This post is heavily inspired based on this website. However, I created the codes with a very different methodology to also include newer JavaScript methods using classes and also web worker so it runs behind the scenes. The implementation of it can be seen here...