Skip to main content

Model Updating of Frame Structure Using Equilibrium Optimizer (EO) and Cuckoo Search (CS) Algorithms

  • Conference paper
  • First Online:
Structural Health Monitoring and Engineering Structures

Part of the book series: Lecture Notes in Civil Engineering ((LNCE,volume 148))

Abstract

This paper presents a convergence study and CPU time analysis between equilibrium optimizer (EO) and Cuckoo search (CS) algorithms. Both optimization techniques are used as an inverse problem to calibrate a finite element (FE) model of a frame structure based on measurements. Different iterations and populations to test the accuracy of both optimization techniques are provided for healthy and damaged frame structures. The investigated results have shown that EO had good convergence with less CPU time compared with CS based on the number of populations and iterations selected.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 259.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 329.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Tiachacht, S., et al.: Damage assessment in structures using combination of a modified Cornwell indicator and genetic algorithm. Eng. Struct. 177, 421–430 (2018)

    Article  Google Scholar 

  2. Ghannadi, P., Kourehli, S.S.: An effective method for damage assessment based on limited measured locations in skeletal structures. Adv. Struct. Eng., 1369433220947193 (2020)

    Google Scholar 

  3. Khatir, S., et al.: Damage detection and localization in composite beam structures based on vibration analysis. Mechanics 21(6), 472–479 (2015)

    Google Scholar 

  4. Khatir, S., et al.: Multiple damage detection in composite beams using particle swarm optimization and genetic algorithm. Mechanika 23(4), 514–521 (2017)

    Google Scholar 

  5. Nobahari, M., Seyedpoor, S.M.: An efficient method for structural damage localization based on the concepts of flexibility matrix and strain energy of a structure. Struct. Eng. Mech. 46(2), 231–244 (2013)

    Article  Google Scholar 

  6. Guo, H., Li, Z.: A two-stage method to identify structural damage sites and extents by using evidence theory and micro-search genetic algorithm. Mech. Syst. Signal Process. 23(3), 769–782 (2009)

    Article  Google Scholar 

  7. Ghannadi, P., et al.: Efficiency of grey wolf optimization algorithm for damage detection of skeletal structures via expanded mode shapes. Adv. Struct. Eng., 1369433220921000 (2020)

    Google Scholar 

  8. Ghannadi, P., Kourehli, S.S.: Multiverse optimizer for structural damage detection: numerical study and experimental validation. In: The Structural Design of Tall and Special Buildings, p. e1777 (2020)

    Google Scholar 

  9. Yang, X.-S., Deb, S.: Cuckoo search via Lévy flights. In: 2009 World Congress on Nature and Biologically Inspired Computing (NaBIC). IEEE (2009)

    Google Scholar 

  10. Faramarzi, A., et al.: Equilibrium optimizer: a novel optimization algorithm. Knowl. Based Syst. 191, 105190 (2020)

    Article  Google Scholar 

  11. Chatzis, M.N., Chatzi, E.N., Smyth, A.W.: An experimental validation of time domain system identification methods with fusion of heterogeneous data. Earthquake Eng. Struct. Dynam. 44(4), 523–547 (2015)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to S. Tiachacht .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Tiachacht, S., Khatir, S., Slimani, M., Behtani, A., Le Thanh, C., Abdel Wahab, M. (2021). Model Updating of Frame Structure Using Equilibrium Optimizer (EO) and Cuckoo Search (CS) Algorithms. In: Bui, T.Q., Cuong, L.T., Khatir, S. (eds) Structural Health Monitoring and Engineering Structures. Lecture Notes in Civil Engineering, vol 148. Springer, Singapore. https://doi.org/10.1007/978-981-16-0945-9_2

Download citation

  • DOI: https://doi.org/10.1007/978-981-16-0945-9_2

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-16-0944-2

  • Online ISBN: 978-981-16-0945-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics