Evolutionary Design of Adjustable Six-Linkage Bar Manufacturing Mechanisms Using Niche Genetic Algorithms
This paper studies the optimal synthesis design of adjustable six-linkage mechanisms in metal-mold die-casting systems. The synthesis process is extremely complex because of higher order structures, collision-free constraints, and multiple loci in the solution space. Therefore, a twin-space crowding...
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| Format: | Article |
| Language: | English |
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IEEE
2016-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/7530923/ |
| _version_ | 1818853824195985408 |
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| author | Chiu-Hung Chen Jyh-Horng Chou |
| author_facet | Chiu-Hung Chen Jyh-Horng Chou |
| author_sort | Chiu-Hung Chen |
| collection | DOAJ |
| description | This paper studies the optimal synthesis design of adjustable six-linkage mechanisms in metal-mold die-casting systems. The synthesis process is extremely complex because of higher order structures, collision-free constraints, and multiple loci in the solution space. Therefore, a twin-space crowding genetic algorithm was used to solve the design problem with the multiplicity of solutions. To verify the effectiveness of the proposed approach, this paper first studied the function generation problems for adjustable four linkage-bar structures in the literature, and compared these with a numerical local optimization method. From the comparison result, multiple and more precise design solutions can be obtained with the proposed approach. The synthesis design problem for collision-free adjustable six-linkage bars was then solved and discussed. The simulated experiments demonstrated the promising result of the proposed approach. |
| first_indexed | 2024-12-19T07:42:57Z |
| format | Article |
| id | doaj.art-a22e44ab1d504e40bdd4b81e238f84ff |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-19T07:42:57Z |
| publishDate | 2016-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-a22e44ab1d504e40bdd4b81e238f84ff2022-12-21T20:30:25ZengIEEEIEEE Access2169-35362016-01-0144809482210.1109/ACCESS.2016.25978697530923Evolutionary Design of Adjustable Six-Linkage Bar Manufacturing Mechanisms Using Niche Genetic AlgorithmsChiu-Hung Chen0Jyh-Horng Chou1https://orcid.org/0000-0001-8096-0586Department of Information Technology, Kao Yuan University, Kaohsiung, TaiwanInstitute of Engineering Science and Technology, National Kaohsiung First University of Science and Technology, Kaohsiung, TaiwanThis paper studies the optimal synthesis design of adjustable six-linkage mechanisms in metal-mold die-casting systems. The synthesis process is extremely complex because of higher order structures, collision-free constraints, and multiple loci in the solution space. Therefore, a twin-space crowding genetic algorithm was used to solve the design problem with the multiplicity of solutions. To verify the effectiveness of the proposed approach, this paper first studied the function generation problems for adjustable four linkage-bar structures in the literature, and compared these with a numerical local optimization method. From the comparison result, multiple and more precise design solutions can be obtained with the proposed approach. The synthesis design problem for collision-free adjustable six-linkage bars was then solved and discussed. The simulated experiments demonstrated the promising result of the proposed approach.https://ieeexplore.ieee.org/document/7530923/Adjustable mechanismevolutionary algorithmcollision-free design |
| spellingShingle | Chiu-Hung Chen Jyh-Horng Chou Evolutionary Design of Adjustable Six-Linkage Bar Manufacturing Mechanisms Using Niche Genetic Algorithms IEEE Access Adjustable mechanism evolutionary algorithm collision-free design |
| title | Evolutionary Design of Adjustable Six-Linkage Bar Manufacturing Mechanisms Using Niche Genetic Algorithms |
| title_full | Evolutionary Design of Adjustable Six-Linkage Bar Manufacturing Mechanisms Using Niche Genetic Algorithms |
| title_fullStr | Evolutionary Design of Adjustable Six-Linkage Bar Manufacturing Mechanisms Using Niche Genetic Algorithms |
| title_full_unstemmed | Evolutionary Design of Adjustable Six-Linkage Bar Manufacturing Mechanisms Using Niche Genetic Algorithms |
| title_short | Evolutionary Design of Adjustable Six-Linkage Bar Manufacturing Mechanisms Using Niche Genetic Algorithms |
| title_sort | evolutionary design of adjustable six linkage bar manufacturing mechanisms using niche genetic algorithms |
| topic | Adjustable mechanism evolutionary algorithm collision-free design |
| url | https://ieeexplore.ieee.org/document/7530923/ |
| work_keys_str_mv | AT chiuhungchen evolutionarydesignofadjustablesixlinkagebarmanufacturingmechanismsusingnichegeneticalgorithms AT jyhhorngchou evolutionarydesignofadjustablesixlinkagebarmanufacturingmechanismsusingnichegeneticalgorithms |