Performance and Application Analysis of a New Optimization Algorithm

IF 1.9 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS

Computation Pub Date : 2023-12-20 DOI:10.3390/computation12010001

Junlong Zheng, C. Jettanasen, P. Chiradeja

引用次数: 0

Abstract

Our research focused on an optimization algorithm. Our work makes three contributions. First, a new optimization algorithm, the Maritime Search and Rescue Algorithm (MSRA), is creatively proposed. The algorithm not only has better optimization performance, but also has the ability to plan the path to the best site. For other existing intelligent optimization algorithms, it has never been found that they have both of these performances. Second, the mathematical model of the MSRA was established, and the computer program pseudo-code was created. Third, the MSRA was verified by experiments.

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新优化算法的性能和应用分析

我们的研究重点是优化算法。我们的工作有三个贡献。首先，创造性地提出了一种新的优化算法--海上搜救算法（MSRA）。该算法不仅具有更好的优化性能，还能规划出通往最佳地点的路径。而在现有的其他智能优化算法中，还从未发现过同时具备这两种性能的算法。其次，建立了 MSRA 的数学模型，并创建了计算机程序伪代码。第三，通过实验验证了 MSRA。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Computation Mathematics-Applied Mathematics

CiteScore

3.50

自引率

4.50%

发文量

201

审稿时长

8 weeks

期刊介绍： Computation a journal of computational science and engineering. Topics: computational biology, including, but not limited to: bioinformatics mathematical modeling, simulation and prediction of nucleic acid (DNA/RNA) and protein sequences, structure and functions mathematical modeling of pathways and genetic interactions neuroscience computation including neural modeling, brain theory and neural networks computational chemistry, including, but not limited to: new theories and methodology including their applications in molecular dynamics computation of electronic structure density functional theory designing and characterization of materials with computation method computation in engineering, including, but not limited to: new theories, methodology and the application of computational fluid dynamics (CFD) optimisation techniques and/or application of optimisation to multidisciplinary systems system identification and reduced order modelling of engineering systems parallel algorithms and high performance computing in engineering.