Application of Particle Swarm Optimization and Ant Colony Optimization integration in the Aerator Reducer Optimization Design
The Ant colony algorithm has the defects of premature convergence as its parameter selection greatly dependent on the personal experience.In order to solve the problem,a PAAA algorithm to optimization design the planetary gear reducer of the aerator is presented.To meet the constraints condition of...
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| Language: | zho |
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Editorial Office of Journal of Mechanical Transmission
2015-01-01
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| Series: | Jixie chuandong |
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| Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2015.01.032 |
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| author | Wu Dongmin Rui Yannian Shen Ming |
| author_facet | Wu Dongmin Rui Yannian Shen Ming |
| author_sort | Wu Dongmin |
| collection | DOAJ |
| description | The Ant colony algorithm has the defects of premature convergence as its parameter selection greatly dependent on the personal experience.In order to solve the problem,a PAAA algorithm to optimization design the planetary gear reducer of the aerator is presented.To meet the constraints condition of structure and strength,taking the minimum volume and the highest efficiency of the planetary gear train as objective functions,its optimization mathematics model is established.The Matlab program is wrote to solve the mathematical model by using PAAA algorithm.The research results show that planetary gear train has smaller volume and higher efficiency under assuring the design requirements.The results also verified the PAAA optimization has the advantage of effective,accurate and reliable. |
| format | Article |
| id | doaj-art-2845e48753c2483889d1bc12e9514340 |
| institution | DOAJ |
| issn | 1004-2539 |
| language | zho |
| publishDate | 2015-01-01 |
| publisher | Editorial Office of Journal of Mechanical Transmission |
| record_format | Article |
| series | Jixie chuandong |
| spelling | doaj-art-2845e48753c2483889d1bc12e95143402025-08-20T02:47:56ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392015-01-013915816129914866Application of Particle Swarm Optimization and Ant Colony Optimization integration in the Aerator Reducer Optimization DesignWu DongminRui YannianShen MingThe Ant colony algorithm has the defects of premature convergence as its parameter selection greatly dependent on the personal experience.In order to solve the problem,a PAAA algorithm to optimization design the planetary gear reducer of the aerator is presented.To meet the constraints condition of structure and strength,taking the minimum volume and the highest efficiency of the planetary gear train as objective functions,its optimization mathematics model is established.The Matlab program is wrote to solve the mathematical model by using PAAA algorithm.The research results show that planetary gear train has smaller volume and higher efficiency under assuring the design requirements.The results also verified the PAAA optimization has the advantage of effective,accurate and reliable.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2015.01.032Planetary gear reducerPSOACOPAAAOptimization design |
| spellingShingle | Wu Dongmin Rui Yannian Shen Ming Application of Particle Swarm Optimization and Ant Colony Optimization integration in the Aerator Reducer Optimization Design Jixie chuandong Planetary gear reducer PSO ACO PAAA Optimization design |
| title | Application of Particle Swarm Optimization and Ant Colony Optimization integration in the Aerator Reducer Optimization Design |
| title_full | Application of Particle Swarm Optimization and Ant Colony Optimization integration in the Aerator Reducer Optimization Design |
| title_fullStr | Application of Particle Swarm Optimization and Ant Colony Optimization integration in the Aerator Reducer Optimization Design |
| title_full_unstemmed | Application of Particle Swarm Optimization and Ant Colony Optimization integration in the Aerator Reducer Optimization Design |
| title_short | Application of Particle Swarm Optimization and Ant Colony Optimization integration in the Aerator Reducer Optimization Design |
| title_sort | application of particle swarm optimization and ant colony optimization integration in the aerator reducer optimization design |
| topic | Planetary gear reducer PSO ACO PAAA Optimization design |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2015.01.032 |
| work_keys_str_mv | AT wudongmin applicationofparticleswarmoptimizationandantcolonyoptimizationintegrationintheaeratorreduceroptimizationdesign AT ruiyannian applicationofparticleswarmoptimizationandantcolonyoptimizationintegrationintheaeratorreduceroptimizationdesign AT shenming applicationofparticleswarmoptimizationandantcolonyoptimizationintegrationintheaeratorreduceroptimizationdesign |