Effective utilization of optimization algorithms on machining operations

IF 0.7 4区 工程技术 Q3 ENGINEERING, MULTIDISCIPLINARY Indian Journal of Engineering and Materials Sciences Pub Date : 2022-01-01 DOI:10.56042/ijems.v29i2.46466
A. M. Moshi, S. Bharathi
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引用次数: 1

Abstract

Optimization is ruling the entire field of machining and material processing technology from the time at which the revolution took place in machining processes. Various types of machining algorithms have been developed so far for optimizing the independent control factors in order to get the improved results of desirable output responses. Each algorithm has its own special features which made them useful in deriving the optimized solutions under different conditions. Suitable algorithm is chosen for the required case depending upon the nature of the problem, the requirement of the order of precision and the availability of optimization tools. In this review article, the general flow of few important algorithms has been explained in a simpler manner to be understood by the recent researchers. Also, required numbers of case studies for each algorithm have been provided extensively. This consolidated work will surely be helpful for the new researchers those who have entered into the domain of optimization.
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优化算法在加工操作中的有效应用
从机械加工过程发生革命的那一刻起,优化就统治着整个机械加工和材料加工技术领域。为了得到理想输出响应的改进结果,目前已经开发了各种类型的加工算法来优化独立的控制因子。每一种算法都有自己的特点,这使得它们在求解不同条件下的最优解时都很有用。根据问题的性质、精度顺序的要求和优化工具的可用性,选择合适的算法。在这篇综述文章中,一些重要算法的一般流程已经以一种更简单的方式被最近的研究人员所理解。此外,还广泛提供了每种算法所需的案例研究数量。这一综合工作对刚进入优化领域的新研究者有一定的帮助。
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来源期刊
Indian Journal of Engineering and Materials Sciences
Indian Journal of Engineering and Materials Sciences 工程技术-材料科学:综合
CiteScore
1.70
自引率
11.10%
发文量
57
审稿时长
9 months
期刊介绍: Started in 1994, it publishes papers in aerospace engineering, mechanical engineering, metallurgical engineering, electrical/electronics engineering, computer science and engineering; civil engineering, environmental engineering, heat transfer, fluid mechanics, instrumentation, and materials science.
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