Structural inverse analysis by hybrid simplex artificial bee colony algorithms

被引：205

作者：

Kang, Fei ^{[1
]}

Li, Junjie ^{[1
]}

Xu, Qing ^{[1
]}

机构：

[1] Dalian Univ Technol, Sch Civil & Hydraul Engn, Dalian 116024, Peoples R China

来源：

COMPUTERS & STRUCTURES | 2009年 / 87卷 / 13-14期

关键词：

Inverse/back analysis; Artificial bee colony algorithms; Nelder-Mead simplex search method; Real coded genetic algorithms; Parameter identification; Concrete dams; PARTICLE SWARM OPTIMIZATION; CONCRETE DAMS; GENETIC ALGORITHMS; NEURAL-NETWORKS; ABC ALGORITHM; IDENTIFICATION; MODEL; MINIMIZATION; TEMPERATURE; PERFORMANCE;

D O I：

10.1016/j.compstruc.2009.03.001

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

A hybrid simplex artificial bee colony algorithm (HSABCA) which combines Nelder-Mead simplex method with artificial bee colony algorithm (ABCA) is proposed for inverse analysis problems. The proposed algorithm is applied to parameter identification of concrete dam-foundation systems. To verify the performance of HSABCA, it is compared with the basic ABCA and a real coded genetic algorithm (RCGA) on two examples: a gravity dam and an arc dam. Results show that the proposed algorithm is an efficient tool for inverse analysis and it performs much better than ABCA and RCGA on such problems. (C) 2009 Elsevier Ltd. All rights reserved.

引用

页码：861 / 870

页数：10

共 39 条

[1] Performance of nonlinear degrading structures: Identification, validation, and prediction
Ajavakom, N.
Ng, C. H.
Ma, F.
[J]. COMPUTERS & STRUCTURES, 2008, 86 (7-8) : 652 - 662
[2] Statistical approach to damage diagnosis of concrete dams by radar monitoring: Formulation and a pseudo-experimental test
Ardito, R.
Cocchetti, G.
[J]. ENGINEERING STRUCTURES, 2006, 28 (14) : 2036 - 2045
[3] Ardito Raffaele., 2004, Journal of the mechanical behavior of materials15, P381, DOI DOI 10.1515/JMBM.2004.15.6.381
[4] An improved finite element model updating method by the global optimization technique 'Coupled Local Minimizers'
Bakir, Pelin Gundes
Reynders, Edwin
De Roeck, Guido
[J]. COMPUTERS & STRUCTURES, 2008, 86 (11-12) : 1339 - 1352
[5] A GA-simplex hybrid algorithm for global minimization of molecular potential energy functions
Barbosa, HJC
Lavor, CC
Raupp, FMP
[J]. ANNALS OF OPERATIONS RESEARCH, 2005, 138 (01) : 189 - 202
[6] A real-coded genetic algorithm for training recurrent neural networks
Blanco, A
Delgado, M
Pegalajar, MC
[J]. NEURAL NETWORKS, 2001, 14 (01) : 93 - 105
[7] Crack detection in elastic beams by static measurements
Caddemi, Salvatore
Morassi, Antonino
[J]. INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES, 2007, 44 (16) : 5301 - 5315
[8] Tuning dynamic vibration absorbers by using ant colony optimization
Chegury Viana, Felipe Antonio
Kotinda, Giovanni Larnin
Rade, Domingos Alves
Steffen, Valder, Jr.
[J]. COMPUTERS & STRUCTURES, 2008, 86 (13-14) : 1539 - 1549
[9] Back-Analysis approach for the design of drainage systems
Dept. of Structural Engineering, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy
[J]. Int. J. Geomech., 2007, 5 (325-332):
[10] Inverse method based on modal analysis for characterizing the constitutive properties of thick composite plates
Cugnoni, Joel
Gmuer, Thomas
Schorderet, Alain
[J]. COMPUTERS & STRUCTURES, 2007, 85 (17-18) : 1310 - 1320

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