Abstract
This paper introduces a modified differential evoluiton method to solve the tension/compression string design problem. The modification is derived from mechanisms of social networks. In the proposed method, each individual will be attracted by the knowed best individual following the connectivity between each other. The connectivity is calculated based on the difference of the variables in each vector. The individuals with high connectivity tend to perform local search while those with poor connectivity tend to perform global search instead. The approach was employed for a tension/compression string design problem and by comparisons with the other evolutionary algorithms, the proposed method privided better resutls.
| Original language | English |
|---|---|
| Title of host publication | MEMS and Mechanics |
| Pages | 523-527 |
| Number of pages | 5 |
| DOIs | |
| Publication status | Published - Jul 11 2013 |
| Event | 2013 International Conference on MEMS and Mechanics, MEMSM 2013 - Wuhan, China Duration: Mar 15 2013 → Mar 16 2013 |
Publication series
| Name | Advanced Materials Research |
|---|---|
| Volume | 705 |
| ISSN (Print) | 1022-6680 |
Other
| Other | 2013 International Conference on MEMS and Mechanics, MEMSM 2013 |
|---|---|
| Country | China |
| City | Wuhan |
| Period | 3/15/13 → 3/16/13 |
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All Science Journal Classification (ASJC) codes
- Engineering(all)
Cite this
Modified differential evolution for tension/Compression string design problem. / Jian, Li; Yin, Cheng Jiu; Hirokawa, Sachio; Tabata, Yoshiyuki.
MEMS and Mechanics. 2013. p. 523-527 (Advanced Materials Research; Vol. 705).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Modified differential evolution for tension/Compression string design problem
AU - Jian, Li
AU - Yin, Cheng Jiu
AU - Hirokawa, Sachio
AU - Tabata, Yoshiyuki
PY - 2013/7/11
Y1 - 2013/7/11
N2 - This paper introduces a modified differential evoluiton method to solve the tension/compression string design problem. The modification is derived from mechanisms of social networks. In the proposed method, each individual will be attracted by the knowed best individual following the connectivity between each other. The connectivity is calculated based on the difference of the variables in each vector. The individuals with high connectivity tend to perform local search while those with poor connectivity tend to perform global search instead. The approach was employed for a tension/compression string design problem and by comparisons with the other evolutionary algorithms, the proposed method privided better resutls.
AB - This paper introduces a modified differential evoluiton method to solve the tension/compression string design problem. The modification is derived from mechanisms of social networks. In the proposed method, each individual will be attracted by the knowed best individual following the connectivity between each other. The connectivity is calculated based on the difference of the variables in each vector. The individuals with high connectivity tend to perform local search while those with poor connectivity tend to perform global search instead. The approach was employed for a tension/compression string design problem and by comparisons with the other evolutionary algorithms, the proposed method privided better resutls.
UR - http://www.scopus.com/inward/record.url?scp=84879833458&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84879833458&partnerID=8YFLogxK
U2 - 10.4028/www.scientific.net/AMR.705.523
DO - 10.4028/www.scientific.net/AMR.705.523
M3 - Conference contribution
AN - SCOPUS:84879833458
SN - 9783037856994
T3 - Advanced Materials Research
SP - 523
EP - 527
BT - MEMS and Mechanics
ER -