Reliability analysis of earth slopes using hybrid chaotic particle swarm optimization

A numerical procedure for reliability analysis of earth slope based on advanced first-order second-moment method is presented, while soil properties and pore water pressure may be considered as random variables. The factor of safety and performance function is formulated utilizing a new approach of...

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Bibliographic Details
Published inJournal of Central South University Vol. 18; no. 5; pp. 1626 - 1637
Main Authors Khajehzadeh, M., Taha, M. R., El-Shafie, A.
Format Journal Article
LanguageEnglish
Published Changsha Central South University 01.10.2011
Subjects
Engineering
Metallic Materials
stability assessment
harmony search
particle swarm optimization
reliability analysis
earth slopes
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Summary:A numerical procedure for reliability analysis of earth slope based on advanced first-order second-moment method is presented, while soil properties and pore water pressure may be considered as random variables. The factor of safety and performance function is formulated utilizing a new approach of the Morgenstern and Price method. To evaluate the minimum reliability index defined by Hasofer and Lind and corresponding critical probabilistic slip surface, a hybrid algorithm combining chaotic particle swarm optimization and harmony search algorithm called CPSOHS is presented. The comparison of the results of the presented method, standard particle swarm optimization, and selected other methods employed in previous studies demonstrates the superior successful functioning of the new method by evaluating lower values of reliability index and factor of safety. Moreover, the presented procedure is applied for sensitivity analysis and the obtained results show the influence of soil strength parameters and probability distribution types of random variables on the reliability index of slopes.
ISSN:2095-2899
2227-5223
DOI:10.1007/s11771-011-0882-4