A New Predictive Model for Estimaion of the Liquefaction-Induced Lateral displacements Using Genetic Programming Approach
Publish place: 10th International Congress on Civil Engineering
Publish Year: 1394
نوع سند: مقاله کنفرانسی
زبان: English
View: 968
This Paper With 8 Page And PDF Format Ready To Download
- Certificate
- من نویسنده این مقاله هستم
این Paper در بخشهای موضوعی زیر دسته بندی شده است:
استخراج به نرم افزارهای پژوهشی:
شناسه ملی سند علمی:
ICCE10_1203
تاریخ نمایه سازی: 19 تیر 1394
Abstract:
Liquefaction-induced lateral spreading is known as a significant type of geotechnical damages for the engineering structures. This paper presents a new developed predictive model, based on genetic programming (GP) approach, for predicting the liquefaction-induced lateral displacements during earthquakes. A new and comprehensive database containing 508 case histories observed during past 12 major earthquakes has been used for developing and analysis of the new model . Since the presented model has been developed based on numerous earthquakes and site conditions, it is more general and reliable than previous models. The obtained results, also, demonstrate reliable predictive cappability of the proposed model in comparison to the the previous models.
Keywords:
earthquake-induced lateral spreading , Genetic Programming (GP) , training and testing sets , database
Authors
M. Sadegh Maghsoudi
PhD Student, Civil Engineering Department, University of Zanjan, Zanjan, Iran
Farhang Farrokhi
Assistant Professor, Civil Engineering Department, University of Zanjan, Zanjan, Iran
مراجع و منابع این Paper:
لیست زیر مراجع و منابع استفاده شده در این Paper را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود Paper لینک شده اند :