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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 국제구조공학회 Steel and Composite Structures, An International Journal Steel and Composite Structures, An International Journal Vol.31 No.5
- 발행연도
- 2019.1
- 수록면
- 427 - 435 (9page)
이용수
초록· 키워드
오류제보하기
The estimation of moment and rotation in steel rack connections could be significantly helpful parameters for designers and constructors in the initial designing and construction phases. Accordingly, Extreme Learning Machine (ELM) has been optimized to estimate the moment and rotation in steel rack connection based on variable input characteristics as beam depth, column thickness, connector depth, moment and loading. The prediction and estimating of ELM has been juxtaposed with genetic programming (GP) and artificial neural networks (ANNs) methods. Test outcomes have indicated a surpass in accuracy predicting and the capability of generalization in ELM approach than GP or ANN. Therefore, the application of ELM has been basically promised as an alternative way to estimate the moment and rotation of steel rack connection. Further particulars are presented in details in results and discussion.
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등록된 정보가 없습니다.
참고문헌 (69)
참고문헌 신청
Abedini, M. / 2017 / Evaluation of Concrete Structures Reinforced with Fiber Reinforced Polymers Bars, A Review / J. Asian Sci. Res 7(5):165~175
Abedini, M. / 2019 / Large Deflection Behavior Effect in Reinforced Concrete Columns Exposed to Extreme Dynamic Loads
Aghakhani, M. / 2015 / A simple modification of homotopy perturbation method for the solution of Blasius equation in semi-infinite domains / Math. Problems Eng
Andalib, Z. / 2014 / Experimental investigation of the ductility and performance of steel rings constructed from plates / J. Constr. Steel Res 103:77~88
Andalib, Z. / 2018 / Numerical evaluation of ductility and energy absorption of steel rings constructed from plates / Eng. Struct 169:94~106
Abedini, M. / 2019 / Large Deflection Behavior Effect in Reinforced Concrete Columns Exposed to Extreme Dynamic Loads
Aghakhani, M. / 2015 / A simple modification of homotopy perturbation method for the solution of Blasius equation in semi-infinite domains / Math. Problems Eng
Andalib, Z. / 2014 / Experimental investigation of the ductility and performance of steel rings constructed from plates / J. Constr. Steel Res 103:77~88
Andalib, Z. / 2018 / Numerical evaluation of ductility and energy absorption of steel rings constructed from plates / Eng. Struct 169:94~106
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