Sunday, 6 September 2020

MATLAB code of Harmony search optimization | search based optimization

Hello, friends today I would like to post one project in the field of optimization. The title of the project is harmony search optimization. Harmony search (HS) is a meta-heuristic search algorithm which tries to mimic the improvisation process of musicians in finding a pleasing harmony. In recent years, due to some advantages, HS has received significant attention. HS is easy to implement, converges quickly to the optimal solution, and finds a good enough solution in a reasonable amount of computational time. The merits of the HS algorithm have led to its application to optimization problems of different engineering areas. In this post, the performance of the HS algorithm is shown. The MATLAB implementation of the above project is shown in the following YouTube video just have a look.

YouTube Video of the Project: 

It is observed that HS has shown promising performance in solving difficult optimization problems and different versions of this algorithm have been developed. In the next years, it is expected that HS is applied to more real optimization problems.

MATLAB implementation of the project:

Fig: Main MATLAB GUI of harmony search optimization

Fig:  MATLAB GUI of harmony search optimization

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