Adaptive Restart Hybrid Genetic Algorithm (Matlab code)
Hi everyone, this is an adaptive restart hybrid genetic algorithm. This genetic algorithm is designed to overcome the weakness of the traditional genetic algorithm.
First, this genetic algorithm can explore very large search space of the optimization problem because it has a mechanism to automatically restart its search process if getting stuck in local optima.
Second, this genetic algorithm can effectively exploit the promising regions in the search space of the problem because it has a local search algorithm integrated inside the loop.
Thereby, this genetic algorithm is very robust to search for global optimal solution for large scale optimization problems.
In this video, first, I will demonstrate the capability of the genetic algorithm in solving an optimization problem with 60 variables, and then I will show you the Matlab code of the genetic algorithm. If you want, you can copy the Matlab code and customize it to solve your own problems.
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Matlab code of the GA: https://bit.ly/2Z6rgCt
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