利用爬行动物搜索算法优化机械工程设计

Branislav Milenković, Đorđe E Jovanović, Mladen Krstić
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引用次数: 0

摘要

优化算法在机械工程中起着重要的作用。在本文中,我们演示了爬行动物搜索算法(RSA)算法如何能够解决经典的工程设计问题。第一部分给出了生物参考文献,以及算法的详细概述。随后,给出了RSA算法及其解决机械工程设计类问题的潜力。该算法的源代码是用MATLAB R2020a软件套件编写的。将爬行动物搜索算法(Reptile Search Algorithm, RSA)应用于工程设计领域的优化问题,如:压力容器优化、盘式制动器优化和悬臂梁优化。统计结果和比较表明,RSA算法提供了与用于此问题的其他最先进算法相当的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mechanical engineering design optimization using reptile search algorithm
Optimization algorithms plays a vital role in mechanical engineering. In this paper we have demonstrated how the Reptile Search Algorithm (RSA) algorithm is able to solve classical engineering design problems. In the first part, the biological reference, as well as a detailed overview of the algorithm is given. Afterwards, the RSA algorithm and the potential to solve the machine engineering design class of problems is given. The source code for this algorithm was written using MATLAB R2020a software suite. The Reptile Search Algorithm (RSA) algorithm was used for optimization problems in the field of engineering design, such as: pressure vessel optimization, disk brake optimization and cantilever beam optimization. The statistical results and comparisons show that the RSA algorithm provides comparable results to other state-of-the-art algorithms used for this problem.
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