A collaborative machine learning-optimization algorithm to improve the finite element model updating of civil engineering structures

Javier Naranjo-Pérez; María Infantes; Javier Fernando Jiménez‐Alonso; Andrés Sáez

doi:10.1016/j.engstruct.2020.111327

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A collaborative machine learning-optimization algorithm to improve the finite element model updating of civil engineering structures

Javier Naranjo-Pérez María Infantes Javier Fernando Jiménez‐Alonso Andrés Sáez

Year: 2020 Journal: Engineering Structures Vol: 225 Pages: 111327-111327 Publisher: Elsevier BV

DOI: 10.1016/j.engstruct.2020.111327

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Keywords:

Computer science Harmony search Metaheuristic Mathematical optimization Engineering optimization Algorithm Finite element method Artificial neural network Nonlinear system Optimization problem Set (abstract data type) Machine learning Artificial intelligence Engineering Mathematics

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Structural Health Monitoring Techniques

Physical Sciences → Engineering → Civil and Structural Engineering

Infrastructure Maintenance and Monitoring

Physical Sciences → Engineering → Civil and Structural Engineering

Probabilistic and Robust Engineering Design

Social Sciences → Decision Sciences → Statistics, Probability and Uncertainty

A collaborative machine learning-optimization algorithm to improve the finite element model updating of civil engineering structures

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