SOFT COMPUTING BASED STRUCTURAL OPTIMIZATION FOR EARTHQUAKE

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GHOLIZADEH S.; SALAJEGHEH E.

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Paper Information

Journal: ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING) Year:2011 | Volume:12 | Issue:4 Page(s): 415-429

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Information Journal Paper

Title

SOFT COMPUTING BASED STRUCTURAL OPTIMIZATION FOR EARTHQUAKE

Author(s)

GHOLIZADEH S. | SALAJEGHEH E. | Issue Writer Certificate

Keywords

EARTHQUAKE

WAVELET TRANSFORM

GENETIC ALGORITHM

NEURAL NETWORKS

Abstract

An efficient methodology is proposed to optimal design of structures for EARTHQUAKE loading.In this methodology to reduce the optimization overall time, a serial integration of WAVELET TRANSFORMs, NEURAL NETWORKS and evolutionary algorithms are employed. In order to reduce the computational work of the structural time history analysis, a discrete WAVELET TRANSFORM is used by means of which the number of points in the EARTHQUAKE record is decreased. Also, an advanced meta model, called self-organizing generalized regression is employed to predict the time history responses. The optimization task is achieved by an evolutionary algorithm called virtual sub population method. A 6-storey space steel frame structure is designed for optimal weight for the El Centro EARTHQUAKE induced loads. The numerical results demonstrate the efficiency and computational advantages of the proposed methodology.

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APA: Copy

GHOLIZADEH, S., & SALAJEGHEH, E.. (2011). SOFT COMPUTING BASED STRUCTURAL OPTIMIZATION FOR EARTHQUAKE. ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING), 12(4), 415-429. SID. https://sid.ir/paper/298963/en

Vancouver: Copy

GHOLIZADEH S., SALAJEGHEH E.. SOFT COMPUTING BASED STRUCTURAL OPTIMIZATION FOR EARTHQUAKE. ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING)[Internet]. 2011;12(4):415-429. Available from: https://sid.ir/paper/298963/en

IEEE: Copy

S. GHOLIZADEH, and E. SALAJEGHEH, “SOFT COMPUTING BASED STRUCTURAL OPTIMIZATION FOR EARTHQUAKE,” ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING), vol. 12, no. 4, pp. 415–429, 2011, [Online]. Available: https://sid.ir/paper/298963/en

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