A review of the application of the simulated annealing algorithm  in structural health monitoring (1995-2021)

Parsa Ghannadi; Seyed Sina Kourehli; Seyedali Mirjalili

doi:10.3221/IGF-ESIS.64.04

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Published Mar 21, 2023

DOI https://doi.org/10.3221/IGF-ESIS.64.04

Parsa Ghannadi

Department of Civil Engineering, Ahar Branch, Islamic Azad University, Ahar, Iran

Seyed Sina Kourehli

Department of Civil Engineering, Azarbaijan Shahid Madani University, Tabriz, Iran

https://orcid.org/0000-0001-7599-8053 Seyedali Mirjalili

Centre for Artificial Intelligence Research and Optimisation, Torrens University, Adelaide, SA 5000, Australia Yonsei Frontier Lab, Yonsei University, Seoul, South Korea

Abstract

In recent years, many innovative optimization algorithms have been developed. These algorithms have been employed to solve structural damage detection problems as an inverse solution. However, traditional optimization methods such as particle swarm optimization, simulated annealing (SA), and genetic algorithm are constantly employed to detect damages in the structures. This paper reviews the application of SA in different disciplines of structural health monitoring, such as damage detection, finite element model updating, optimal sensor placement, and system identification. The methodologies, objectives, and results of publications conducted between 1995 and 2021 are analyzed. This paper also provides an in-depth discussion of different open questions and research directions in this area.

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Issue

Vol. 17 No. 64 (2023): April 2023

Section

Structural Integrity and Durability of Structures

How to Cite

Ghannadi, P., Kourehli, S. S., & Mirjalili, S. (2023). A review of the application of the simulated annealing algorithm in structural health monitoring (1995-2021). Frattura Ed Integrità Strutturale, 17(64), 51–76. https://doi.org/10.3221/IGF-ESIS.64.04

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