Machine Learning-Based Hybrid Optimization Method for Tuned Mass Damper Considering Seismic Soil-Structure Interaction

IF 2.5 3区 工程技术 Q2 ENGINEERING, CIVIL
Bo Fu, Xinrui Liu, Jin Chen
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引用次数: 0

Abstract

In this study, a machine learning-based hybrid optimization method is developed to optimize tuned mass damper considering soil-structure interaction. A total of 200,000 time history analyses of the...
基于机器学习的混合优化方法,用于考虑地震土-结构相互作用的调谐质量阻尼器
本研究开发了一种基于机器学习的混合优化方法,用于优化考虑土-结构相互作用的调谐质量阻尼器。共进行了 200,000 次时间历程分析,结果表明...
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来源期刊
Journal of Earthquake Engineering
Journal of Earthquake Engineering 工程技术-地球科学综合
CiteScore
5.80
自引率
3.80%
发文量
135
审稿时长
3 months
期刊介绍: The Journal of Earthquake Engineering is a publication of peer-reviewed papers on research and development in analytical, experimental and field studies of earthquakes from an engineering seismology as well as a structural engineering viewpoint. The Journal combines the three most important ingredients for a successful technical publication; the highest possible technical quality, speed of publication and competitive subscription rates. The journal draws on research and development work from engineering communities worldwide in the fields of earthquake engineering and engineering seismology. Work on experimental, analytical, design, and field studies will be considered for publication. The following is a nonexhaustive list of topics considered to be within the scope of the journal: -Historical seismicity -Tectonics and seismology -Strong-motion studies -Soil dynamics and foundations -Site effects and geotechnical aspects -Dynamic soil-structure interaction -Foundation design for earthquake loading -Seismic response of buildings -Seismic response of bridges and other special structures -Lifelines earthquake engineering -Passive and active systems for earthquake protection -Repair and strengthening -Earthquake disaster mitigation and emergency planning -Case histories and field studies -Seismic sea-waves (Tsunamis)
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