Back Analysis of Geomechanical Parameters in Underground Engineering Using Artificial Bee Colony

المؤلفون المشاركون

Zhao, Hongbo
Zhu, Changxing
Zhao, Ming

المصدر

The Scientific World Journal

العدد

المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-13، 13ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2014-07-17

دولة النشر

مصر

عدد الصفحات

13

التخصصات الرئيسية

الطب البشري
تكنولوجيا المعلومات وعلم الحاسوب

الملخص EN

Accurate geomechanical parameters are critical in tunneling excavation, design, and supporting.

In this paper, a displacements back analysis based on artificial bee colony (ABC) algorithm is proposed to identify geomechanical parameters from monitored displacements.

ABC was used as global optimal algorithm to search the unknown geomechanical parameters for the problem with analytical solution.

To the problem without analytical solution, optimal back analysis is time-consuming, and least square support vector machine (LSSVM) was used to build the relationship between unknown geomechanical parameters and displacement and improve the efficiency of back analysis.

The proposed method was applied to a tunnel with analytical solution and a tunnel without analytical solution.

The results show the proposed method is feasible.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Zhu, Changxing& Zhao, Hongbo& Zhao, Ming. 2014. Back Analysis of Geomechanical Parameters in Underground Engineering Using Artificial Bee Colony. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-13.
https://search.emarefa.net/detail/BIM-1050639

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Zhu, Changxing…[et al.]. Back Analysis of Geomechanical Parameters in Underground Engineering Using Artificial Bee Colony. The Scientific World Journal No. 2014 (2014), pp.1-13.
https://search.emarefa.net/detail/BIM-1050639

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Zhu, Changxing& Zhao, Hongbo& Zhao, Ming. Back Analysis of Geomechanical Parameters in Underground Engineering Using Artificial Bee Colony. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-13.
https://search.emarefa.net/detail/BIM-1050639

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1050639