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首页> 外文期刊>Structural Design of Tall Buildings >MODELLING OF STRUCTURAL RESPONSE AND OPTIMIZATION OF STRUCTURAL CONTROL SYSTEM USING NEURAL NETWORK AND GENETIC ALGORITHM
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MODELLING OF STRUCTURAL RESPONSE AND OPTIMIZATION OF STRUCTURAL CONTROL SYSTEM USING NEURAL NETWORK AND GENETIC ALGORITHM

机译:基于神经网络和遗传算法的结构响应建模与结构控制系统优化

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摘要

This paper proposes an integrated approach to the modelling and optimization of structural control systems in tall buildings. In this approach, an artificial neural network is applied to model the structural dynamic responses of tall buildings subjected to strong earthquakes, and a genetic algorithm is used to optimize the design problem of structural control systems, which constitutes a mixed-discrete, nonlinear and multi-modal optimization problem.
机译:本文提出了一种用于高层建筑结构控制系统建模和优化的集成方法。该方法采用人工神经网络对高层建筑在强烈地震作用下的结构动力响应进行建模,并采用遗传算法对结构控制系统的设计问题进行优化,该问题构成了混合离散,非线性和多变量的结构。模态优化问题。

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