NEURON-GENETIC OPTIMIZATION OF DOUBLE LAYER STEEL GRIDS

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SHAHABIAN F.; ABOU ALBASHARI M.H.; AHMADI SEYED MASOUD

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Journal Paper

Paper Information

Journal: STRUCTURE AND STEEL Year:2008 | Volume:4 | Issue:4 Page(s): 37-46

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Information Journal Paper

Title

NEURON-GENETIC OPTIMIZATION OF DOUBLE LAYER STEEL GRIDS

Author(s)

SHAHABIAN F. | ABOU ALBASHARI M.H. | AHMADI SEYED MASOUD | Issue Writer Certificate

Keywords

OPTIMIZATIONQ2

GENETIC ALGORITHMQ2

NEURAL NETWORKSQ2

DOUBLE LAYER STEEL GRIDSQ2

Abstract

Analysis and design of space structures are normally time consuming since a large number of members is involved. The problem becomes more involved when OPTIMIZATION is performed, where numerous analyses should be carried out. In this paper, neural network and GENETIC ALGORITHM are applied for OPTIMIZATION of double steel layer grids. 180 models with three topologies, spans between 10 and 75 m and height between I and 2.5 m are analyzed and designed for optimum weight. The results have been used for training and testing of proposed NEURAL NETWORKS system to predict the weight of the structures. The GENETIC ALGORITHM based on NEURAL NETWORKS is used for design OPTIMIZATION. Thus, for a site plan with arbitrary length and width, the output of the neurongenetic system is the selection of a double steel grid with optimized shape based on three available topologies with height, distance between columns and length of horizontal members.

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APA: Copy

SHAHABIAN, F., ABOU ALBASHARI, M.H., & AHMADI, SEYED MASOUD. (2008). NEURON-GENETIC OPTIMIZATION OF DOUBLE LAYER STEEL GRIDS. STRUCTURE AND STEEL, 4(4), 37-46. SID. https://sid.ir/paper/136611/en

Vancouver: Copy

SHAHABIAN F., ABOU ALBASHARI M.H., AHMADI SEYED MASOUD. NEURON-GENETIC OPTIMIZATION OF DOUBLE LAYER STEEL GRIDS. STRUCTURE AND STEEL[Internet]. 2008;4(4):37-46. Available from: https://sid.ir/paper/136611/en

IEEE: Copy

F. SHAHABIAN, M.H. ABOU ALBASHARI, and SEYED MASOUD AHMADI, “NEURON-GENETIC OPTIMIZATION OF DOUBLE LAYER STEEL GRIDS,” STRUCTURE AND STEEL, vol. 4, no. 4, pp. 37–46, 2008, [Online]. Available: https://sid.ir/paper/136611/en

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