Modified differential evolution for tension/Compression string design problem

Li Jian, Cheng Jiu Yin, Sachio Hirokawa, Yoshiyuki Tabata

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 languageEnglish
Title of host publicationMEMS and Mechanics
Pages523-527
Number of pages5
DOIs
Publication statusPublished - Jul 11 2013
Event2013 International Conference on MEMS and Mechanics, MEMSM 2013 - Wuhan, China
Duration: Mar 15 2013Mar 16 2013

Publication series

NameAdvanced Materials Research
Volume705
ISSN (Print)1022-6680

Other

Other2013 International Conference on MEMS and Mechanics, MEMSM 2013
CountryChina
CityWuhan
Period3/15/133/16/13

Fingerprint

Evolutionary algorithms

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Jian, L., Yin, C. J., Hirokawa, S., & Tabata, Y. (2013). Modified differential evolution for tension/Compression string design problem. In MEMS and Mechanics (pp. 523-527). (Advanced Materials Research; Vol. 705). https://doi.org/10.4028/www.scientific.net/AMR.705.523

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 proceedingConference contribution

Jian, L, Yin, CJ, Hirokawa, S & Tabata, Y 2013, Modified differential evolution for tension/Compression string design problem. in MEMS and Mechanics. Advanced Materials Research, vol. 705, pp. 523-527, 2013 International Conference on MEMS and Mechanics, MEMSM 2013, Wuhan, China, 3/15/13. https://doi.org/10.4028/www.scientific.net/AMR.705.523
Jian, Li ; Yin, Cheng Jiu ; Hirokawa, Sachio ; Tabata, Yoshiyuki. / Modified differential evolution for tension/Compression string design problem. MEMS and Mechanics. 2013. pp. 523-527 (Advanced Materials Research).
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