Enhancing the structural performance of engineering components using the geometric mean optimizer

IF 4.7 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-05-01 DOI:10.1515/mt-2024-0005
Pranav Mehta, Ali Rıza Yıldız, S. M. Sait, B. Yildiz
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Abstract

In this article, a newly developed optimization approach based on a mathematics technique named the geometric mean optimization algorithm is employed to address the optimization challenge of the robot gripper, airplane bracket, and suspension arm of automobiles, followed by an additional three engineering problems. Accordingly, other challenges are the ten-bar truss, three-bar truss, tubular column, and spring systems. As a result, the algorithm demonstrates promising statistical outcomes when compared to other well-established algorithms. Additionally, it requires less iteration to achieve the global optimum solution. Furthermore, the algorithm exhibits minimal deviations in results, even when other techniques produce better or similar outcomes. This suggests that the proposed approach in this paper can be effectively utilized for a wide range of critical industrial and real-world engineering challenges.
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利用几何平均优化器提高工程部件的结构性能
本文采用了一种新开发的优化方法,该方法基于一种名为几何平均优化算法的数学技术,用于解决机器人抓手、飞机支架和汽车悬挂臂的优化难题,随后又解决了另外三个工程问题。相应地,其他难题包括十杆桁架、三杆桁架、管柱和弹簧系统。因此,与其他成熟的算法相比,该算法的统计结果很有前途。此外,该算法只需较少的迭代次数即可获得全局最优解。此外,即使其他技术产生了更好或类似的结果,该算法的结果偏差也很小。这表明,本文提出的方法可以有效地用于应对各种关键的工业和实际工程挑战。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
期刊介绍: ACS Applied Bio Materials is an interdisciplinary journal publishing original research covering all aspects of biomaterials and biointerfaces including and beyond the traditional biosensing, biomedical and therapeutic applications. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrates knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important bio applications. The journal is specifically interested in work that addresses the relationship between structure and function and assesses the stability and degradation of materials under relevant environmental and biological conditions.
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