Multi-objective Optimization Design of Micro-cultivator Gearbox based on NSGA-Ⅱ Algorithm
In order to improve the transmission performance and efficiency,the mathematical model is established based on the main design parameters of multi- axis micro- cultivator gearbox. Then the optimization program of the key design parameters is programmed combining the SGA,the NSGA- Ⅱ with MATLAB langu...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Office of Journal of Mechanical Transmission
2016-01-01
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| Series: | Jixie chuandong |
| Subjects: | |
| Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2016.07.019 |
| _version_ | 1797819396733796352 |
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| author | Zeng Chen Li Bing Wang Xiaoyong Li Shangqing Wu Xiankun |
| author_facet | Zeng Chen Li Bing Wang Xiaoyong Li Shangqing Wu Xiankun |
| author_sort | Zeng Chen |
| collection | DOAJ |
| description | In order to improve the transmission performance and efficiency,the mathematical model is established based on the main design parameters of multi- axis micro- cultivator gearbox. Then the optimization program of the key design parameters is programmed combining the SGA,the NSGA- Ⅱ with MATLAB language. Finally,the mathematical model are optimized using this program and the optimization results are compared. The optimization results show that volume decreased respectively by 14. 13% and 15. 96% and coincidence degree are improved respectively by 4. 07% and 4. 60% by using the SGA and the NSGA- Ⅱalgorithm optimization. A good optimization effect is got and the NSGA- Ⅱ algorithm is better. |
| first_indexed | 2024-03-13T09:22:22Z |
| format | Article |
| id | doaj.art-8d517d72d1bb4f9d893be13df7a17746 |
| institution | Directory Open Access Journal |
| issn | 1004-2539 |
| language | zho |
| last_indexed | 2024-03-13T09:22:22Z |
| publishDate | 2016-01-01 |
| publisher | Editorial Office of Journal of Mechanical Transmission |
| record_format | Article |
| series | Jixie chuandong |
| spelling | doaj.art-8d517d72d1bb4f9d893be13df7a177462023-05-26T09:41:37ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392016-01-0140879129925029Multi-objective Optimization Design of Micro-cultivator Gearbox based on NSGA-Ⅱ AlgorithmZeng ChenLi BingWang XiaoyongLi ShangqingWu XiankunIn order to improve the transmission performance and efficiency,the mathematical model is established based on the main design parameters of multi- axis micro- cultivator gearbox. Then the optimization program of the key design parameters is programmed combining the SGA,the NSGA- Ⅱ with MATLAB language. Finally,the mathematical model are optimized using this program and the optimization results are compared. The optimization results show that volume decreased respectively by 14. 13% and 15. 96% and coincidence degree are improved respectively by 4. 07% and 4. 60% by using the SGA and the NSGA- Ⅱalgorithm optimization. A good optimization effect is got and the NSGA- Ⅱ algorithm is better.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2016.07.019Micro-cultivator gearbox;SGA;NSGA-Ⅱ;Multi-objective optimization |
| spellingShingle | Zeng Chen Li Bing Wang Xiaoyong Li Shangqing Wu Xiankun Multi-objective Optimization Design of Micro-cultivator Gearbox based on NSGA-Ⅱ Algorithm Jixie chuandong Micro-cultivator gearbox;SGA;NSGA-Ⅱ;Multi-objective optimization |
| title | Multi-objective Optimization Design of Micro-cultivator Gearbox based on NSGA-Ⅱ Algorithm |
| title_full | Multi-objective Optimization Design of Micro-cultivator Gearbox based on NSGA-Ⅱ Algorithm |
| title_fullStr | Multi-objective Optimization Design of Micro-cultivator Gearbox based on NSGA-Ⅱ Algorithm |
| title_full_unstemmed | Multi-objective Optimization Design of Micro-cultivator Gearbox based on NSGA-Ⅱ Algorithm |
| title_short | Multi-objective Optimization Design of Micro-cultivator Gearbox based on NSGA-Ⅱ Algorithm |
| title_sort | multi objective optimization design of micro cultivator gearbox based on nsga ii algorithm |
| topic | Micro-cultivator gearbox;SGA;NSGA-Ⅱ;Multi-objective optimization |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2016.07.019 |
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