Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Introduction Read chapter Read first chapter

2017 | OriginalPaper | Chapter

12. Modification of Ground Motions Using Enhanced Colliding Bodies Optimization Algorithm

Author : A. Kaveh

Published in: Applications of Metaheuristic Optimization Algorithms in Civil Engineering

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

In this chapter a simple and robust approach is presented for spectral matching of ground motions utilizing the wavelet transform and an improved metaheuristic optimization technique. For this purpose, wavelet transform is used to decompose the original ground motions to several levels, where each level covers a special range of frequency, and then each level is multiplied by a variable. Subsequently, the enhanced colliding bodies optimization (ECBO) technique is employed to calculate the variables such that the error between the response and target spectra is minimized. The application of the proposed method is illustrated through modifying 12 sets of ground motions [1].

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Damage Detection in Skeletal Structures Based on CSS Optimization Using Incomplete Modal Data
next chapter Bandwidth, Profile, and Wavefront Optimization Using CBO, ECBO, and TWO Algorithms
Literature
1.
Kaveh A, Mahdavi VR (2016) A new method for modification of ground motions using wavelet transform and enhanced colliding bodies optimization. Appl Soft Comput 47:357–369CrossRef
2.
Bommer JJ, Acevedo AB (2004) The use of real earthquake accelerograms as input to dynamic analysis. J Earthq Eng 8:43–91
3.
Gupta ID, Joshi RG (1993) On synthesizing response spectrum compatible accelerograms. Eur J Earthq Eng 7:25–33
4.
Shrikhande M, Gupta VK (1996) On generating ensemble of design spectrum-compatible accelerograms. J Earthq Eng 10:49–56
5.
Conte JP, Peng BF (1997) Fully nonstationary analytical earthquake ground motion model. J Eng Mech ASCE 123:15–24CrossRef
6.
Hancock J, Watson-Lamprey J, Abrahamson NA, Bommer JJ, Markatis A, McCoy E, Mendis E (2006) An improved method of matching response spectra of recorded earthquake ground motion using wavelets. J Earthq Eng 10:67–89
7.
Mukherjee S, Gupta VK (2002) Wavelet-based generation of spectrum-compatible time-histories. Soil Dyn Earthq Eng 22:799–804CrossRef
8.
Cecini D, Palmeri A (2015) Spectrum-compatible accelerograms with harmonic wavelets. Comput Struct 147:26–35CrossRef
9.
Gao Y, Wu Y, Li D, Zhang N, Zhang F (2014) An improved method for the generating of spectrum-compatible time series using wavelets. Earthq Spectra 30:1467–1485CrossRef
10.
Ghodrati Amiri G, Abdolahi Rad A, Khanmohamadi Hazaveh N (2014) Wavelet-based method for generating nonstationary artificial pulse-like near-fault ground motions. Comput Aided Civil Infrastruct Eng 29:758–770CrossRef
11.
CEN. Eurocode-8 (2003) Design provisions for earthquake resistance of structures. Part 1: general rules, seismic actions and rules for buildings. Brussels
12.
Eberhart RC, Kennedy J (1995) A new optimizer using particle swarm theory. In: Proceedings of the sixth international symposium on micro machine and human science, Nagoya, Japan
13.
Dorigo M, Maniezzo V, Colorni A (1996) The ant system: optimization by a colony of cooperating agents. IEEE Trans Syst Man Cybern B 26:29–41CrossRef
14.
Eroland OK, Eksin I (2006) New optimization method: Big Bang–Big Crunch. Adv Eng Softw 37:106–111CrossRef
15.
Kaveh A, Talatahari S (2010) A novel heuristic optimization method: charged system search. Acta Mech 213:267–289CrossRefMATH
16.
Sadollah A, Bahreininejad A, Eskandar H, Hamdi M (2013) Mine blast algorithm: a new population based algorithm for solving constrained engineering optimization problems. Appl Soft Comput 13(2013):2592–2612CrossRef
17.
Kaveh A, Mahdavi VR (2014) Colliding bodies optimization: a novel meta-heuristic method. Comput Struct 139:18–27CrossRef
18.
Kaveh A, Ilchi Ghazaan M (2014) Enhanced colliding bodies optimization for design problems with continuous and discrete variables. Adv Eng Softw 77:66–75CrossRef
19.
Daubechies I (1992) Ten lectures on wavelets. In: CBMS-NSF Conference series in applied mathematics, Montpelier, VT
20.
Ghodrati Amiri G, Bagheri A, Seyed Razaghi SA (2009) Generation of multiple earthquake accelerograms compatible with spectrum via the wavelet packet transform and stochastic neural networks. J Earthq Eng 13:899–915CrossRef
21.
Qina X, Fangb B, Tianb S, Tonga X, Wangc Z, Sua L (2014) The existence and uniqueness of solution to wavelet collocation. Appl Math Comput 231:63–72MathSciNet
22.
23.
Kaveh A, Mahdavi VR (2015) A hybrid CBO–PSO algorithm for optimal design of truss structures with dynamic constraints. Appl Soft Comput 34:260–273CrossRef
24.
Ye Y, Chen Z, Zhu H (2014) Proposed strategy for the application of the modified harmony search algorithm to code-based selection and scaling of ground motions. J Comput Civil Eng ASCE 28:04014019CrossRef
Metadata
Title
Modification of Ground Motions Using Enhanced Colliding Bodies Optimization Algorithm
Author
A. Kaveh
Copyright Year
2017
Book
Applications of Metaheuristic Optimization Algorithms in Civil Engineering

Print ISBN: 978-3-319-48011-4

Electronic ISBN: 978-3-319-48012-1

Copyright Year: 2017

DOI
https://doi.org/10.1007/978-3-319-48012-1_12

Premium Partners

    Image Credits