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Numerical Optimization Using the Heart Algorithm

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  • Abdolreza Hatamlou

    (Department of Computer Science, Khoy Branch, Islamic Azad University, Khoy, Iran)

Abstract

In this article the authors investigate the application of the heart algorithm for solving unconstraint numerical optimization problems. Heart algorithms are a novel optimization algorithm which mimics the heart function and circulatory system procedure in the human beings. It starts with a number of candidate solutions for the given problem and utilizes the contraction and expansion actions to move the candidates in the search space for finding optimal solution. The applicability and performance of the heart algorithm for solving unconstrained optimization problems has been tested using several benchmark functions. Experimental results show its potential and superiority.

Suggested Citation

  • Abdolreza Hatamlou, 2018. "Numerical Optimization Using the Heart Algorithm," International Journal of Applied Evolutionary Computation (IJAEC), IGI Global, vol. 9(2), pages 33-37, April.
    • Handle: RePEc:igg:jaec00:v:9:y:2018:i:2:p:33-37
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