Friday, 4 September 2020

MATLAB code of Optimization based on Genetic Algorithm | Search based optimization

Hello, friends today I would like to post one more project. This project is based on search-based optimization. The title of the project is Optimization based on Genetic Algorithm. Here we are posting MATLAB Implementation of Optimization based on Genetic Algorithm. The MATLAB implementation of the above project is shown in the following YouTube channel just have a look.

YouTube Video of the Project: 

The following describes the steps followed in genetic algorithm:

-- Initial population is randomly generated for a population size.
-- Each member of the population is evaluated according to the parameter of fitness of the member, which is determined on the basis of path coverage.
-- The parents are selected from the population by the Roulette Wheel Method.
-- The offspring is produced using genetic operations : Crossover and Mutation.
-- The new population generated is evaluated using the fitness parameter.
UNTIL (requirements are met)

MATLAB Implementation of the Project:

Fig: Main MATLAB GUI of Optimization based on GA

Fig: MATLAB GUI of Optimization based on GA

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