Modified particle swarm optimization for optimum design of retaining wall
1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 organized by Universiti Malaysia Perlis (UniMAP) and co-organized by Universiti Sains Malaysia (USM) & Universiti Kebangsaan Malaysia (UKM), 2nd - 3rd June 2010 at Eastern & Oriental Hotel, Penang.
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Universiti Malaysia Perlis (UniMAP)
2010
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my.unimap-102972010-11-25T03:55:00Z Modified particle swarm optimization for optimum design of retaining wall Mohammad Khajehzadeh Mahdiyeh Eslami mohammad.khajehzadeh@gmail.com Retaining structure Particle swarm optimization Passive congregation Sensitivity analysis Regional Conference on Applied and Engineering Mathematics (RCAEM) 1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 organized by Universiti Malaysia Perlis (UniMAP) and co-organized by Universiti Sains Malaysia (USM) & Universiti Kebangsaan Malaysia (UKM), 2nd - 3rd June 2010 at Eastern & Oriental Hotel, Penang. This paper presents a modified particle swarm optimization for nonlinear constrained optimization of retaining structures. The algorithm is a new approach of particle swarm optimization with passive congregation (PSOPC). It handles the problem-specific constraints using a penalty function. The optimization procedure controls all geotechnical and structural design constraints while reducing the overall cost of the retaining wall. To verify the efficiency of the proposed algorithm, two design examples of retaining structures are illustrated. In addition, comparison analysis between the PSOPC, PSO and genetic algorithm (GA) is carried out and results show the efficiency of PSOPC. Moreover, a sensitivity analysis is performed using a proposed method in order to examine the effects of relevant variables on the optimum design of retaining structures. 2010-11-25T03:55:00Z 2010-11-25T03:55:00Z 2010-06-02 Working Paper Vol.3(12), p.332 http://hdl.handle.net/123456789/10297 en Proceedings of the 1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 Universiti Malaysia Perlis (UniMAP) Institut Matematik Kejuruteraan |
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Retaining structure Particle swarm optimization Passive congregation Sensitivity analysis Regional Conference on Applied and Engineering Mathematics (RCAEM) |
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Retaining structure Particle swarm optimization Passive congregation Sensitivity analysis Regional Conference on Applied and Engineering Mathematics (RCAEM) Mohammad Khajehzadeh Mahdiyeh Eslami Modified particle swarm optimization for optimum design of retaining wall |
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1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 organized by Universiti Malaysia Perlis (UniMAP) and co-organized by Universiti Sains Malaysia (USM) & Universiti Kebangsaan Malaysia (UKM), 2nd - 3rd June 2010 at Eastern & Oriental Hotel, Penang. |
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mohammad.khajehzadeh@gmail.com |
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mohammad.khajehzadeh@gmail.com Mohammad Khajehzadeh Mahdiyeh Eslami |
format |
Working Paper |
author |
Mohammad Khajehzadeh Mahdiyeh Eslami |
author_sort |
Mohammad Khajehzadeh |
title |
Modified particle swarm optimization for optimum design of retaining wall |
title_short |
Modified particle swarm optimization for optimum design of retaining wall |
title_full |
Modified particle swarm optimization for optimum design of retaining wall |
title_fullStr |
Modified particle swarm optimization for optimum design of retaining wall |
title_full_unstemmed |
Modified particle swarm optimization for optimum design of retaining wall |
title_sort |
modified particle swarm optimization for optimum design of retaining wall |
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Universiti Malaysia Perlis (UniMAP) |
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2010 |
url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/10297 |
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1643789805452001280 |