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Numerical Optimization Using the Heart Algorithm

机译:使用心脏算法的数值优化

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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.
机译:在本文中,作者研究了心脏算法在解决无约束数值优化问题中的应用。心脏算法是一种新颖的优化算法,它模仿了人类的心脏功能和循环系统程序。它从针对给定问题的多个候选解决方案开始,并利用收缩和扩展操作在搜索空间中移动候选对象以找到最佳解决方案。心脏算法用于解决无约束优化问题的适用性和性能已使用多个基准函数进行了测试。实验结果表明了其潜力和优越性。

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