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Monday, 8 August 2022

Optimal String Search Using Genetic Algorithm


Optimal String Search Using Genetic Algorithm

About Genetic Algorithms (GA)

In Computer Science and Operations Research, Genetic Algorithms are often used for find the optimal solution of a optimization problem, more formally, GAs are heuristic algorithms. 
GAs are based on Darwin's theory of natural selection. i.e. survival of the fittest.

Heuristic Algorithms: In mathematical optimization and computer science, heuristic is a technique designed for solving a problem more quickly when classic methods are too slow or for finding an approximate solution when classic methods fail to find any exact solution.


Steps followed in designing a genetic algorithm 




What I have made?

I have made a simulation of GA in which the algorithm goes on computing until it founds the optimal string. 


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