Performance and Application Analysis of a New Optimization Algorithm
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 t...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-12-01
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| Series: | Computation |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2079-3197/12/1/1 |
| _version_ | 1797344389964496896 |
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| author | Junlong Zheng Chaiyan Jettanasen Pathomthat Chiradeja |
| author_facet | Junlong Zheng Chaiyan Jettanasen Pathomthat Chiradeja |
| author_sort | Junlong Zheng |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-03-08T11:01:42Z |
| format | Article |
| id | doaj.art-fd0b491f80af445d8610360babf611d2 |
| institution | Directory Open Access Journal |
| issn | 2079-3197 |
| language | English |
| last_indexed | 2024-03-08T11:01:42Z |
| publishDate | 2023-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Computation |
| spelling | doaj.art-fd0b491f80af445d8610360babf611d22024-01-26T15:51:30ZengMDPI AGComputation2079-31972023-12-01121110.3390/computation12010001Performance and Application Analysis of a New Optimization AlgorithmJunlong Zheng0Chaiyan Jettanasen1Pathomthat Chiradeja2Department of Electrical Engineering, School of Engineering, King Mongkut’s Institute of Technology Ladkrabang, Bangkok 10520, ThailandDepartment of Electrical Engineering, School of Engineering, King Mongkut’s Institute of Technology Ladkrabang, Bangkok 10520, ThailandFaculty of Engineering, Srinakharinwirot University, Bangkok 10110, ThailandOur 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.https://www.mdpi.com/2079-3197/12/1/1maritime search and rescuemutual inductanceoptimization algorithmtest function |
| spellingShingle | Junlong Zheng Chaiyan Jettanasen Pathomthat Chiradeja Performance and Application Analysis of a New Optimization Algorithm Computation maritime search and rescue mutual inductance optimization algorithm test function |
| title | Performance and Application Analysis of a New Optimization Algorithm |
| title_full | Performance and Application Analysis of a New Optimization Algorithm |
| title_fullStr | Performance and Application Analysis of a New Optimization Algorithm |
| title_full_unstemmed | Performance and Application Analysis of a New Optimization Algorithm |
| title_short | Performance and Application Analysis of a New Optimization Algorithm |
| title_sort | performance and application analysis of a new optimization algorithm |
| topic | maritime search and rescue mutual inductance optimization algorithm test function |
| url | https://www.mdpi.com/2079-3197/12/1/1 |
| work_keys_str_mv | AT junlongzheng performanceandapplicationanalysisofanewoptimizationalgorithm AT chaiyanjettanasen performanceandapplicationanalysisofanewoptimizationalgorithm AT pathomthatchiradeja performanceandapplicationanalysisofanewoptimizationalgorithm |