The mosaic of metaheuristic algorithms in structural optimization
Metaheuristic optimization algorithms (MOAs) represent powerful tools for dealing with multi-
modal nonlinear optimization problems. The considerable attention that MOAs have …
modal nonlinear optimization problems. The considerable attention that MOAs have …
Investigation of performance metrics in regression analysis and machine learning-based prediction models
Performance metrics (Evaluation metrics or error metrics) are crucial components of
regression analysis and machine learning-based prediction models. A performance metric …
regression analysis and machine learning-based prediction models. A performance metric …
Computational intelligence methods in simulation and modeling of structures: A state-of-the-art review using bibliometric maps
G Solorzano, V Plevris - Frontiers in Built Environment, 2022 - frontiersin.org
The modeling and simulation of structural systems is a task that requires high precision and
reliable results to ensure the stability and safety of construction projects of all kinds. For …
reliable results to ensure the stability and safety of construction projects of all kinds. For …
Modal testing and evaluation of cracks on cantilever beam using mode shape curvatures and natural frequencies
SSB Chinka, SR Putti, BK Adavi - Structures, 2021 - Elsevier
This paper presented the process of implementing and developing a novel damage
detection approach on beam like-structure using modal parameters. In Theoretical Modal …
detection approach on beam like-structure using modal parameters. In Theoretical Modal …
Computing the characteristics of defects in wooden structures using image processing and CNN
Wood, a time-honored construction material prized for its exceptional properties, has been in
use for millennia. Its enduring popularity is attributed to its remarkable strength, aesthetic …
use for millennia. Its enduring popularity is attributed to its remarkable strength, aesthetic …
Structural damage identification based on modal frequency strain energy assurance criterion and flexibility using enhanced Moth-Flame optimization
The development of structural damage identification based on dynamic characteristics has
been suffering from certain issues, such as low computational efficiency and lack of high …
been suffering from certain issues, such as low computational efficiency and lack of high …
An alternative approach for measuring the mechanical properties of hybrid concrete through image processing and machine learning
Image processing (IP), artificial neural network (ANN), and adaptive neuro-fuzzy inference
system (ANFIS) are innovative techniques in computer science that have been widely used …
system (ANFIS) are innovative techniques in computer science that have been widely used …
A collection of 30 multidimensional functions for global optimization benchmarking
V Plevris, G Solorzano - Data, 2022 - mdpi.com
A collection of thirty mathematical functions that can be used for optimization purposes is
presented and investigated in detail. The functions are defined in multiple dimensions, for …
presented and investigated in detail. The functions are defined in multiple dimensions, for …
A novel two-stage structural damage identification method based on superposition of modal flexibility curvature and whale optimization algorithm
M Huang, X Cheng, Z Zhu, J Luo… - International Journal of …, 2021 - World Scientific
A novel two-stage method is proposed to properly identify the location and severity of
damage in plate structures. In the first stage, a superposition of modal flexibility curvature …
damage in plate structures. In the first stage, a superposition of modal flexibility curvature …
Pure random orthogonal search (PROS): a plain and elegant parameterless algorithm for global optimization
Featured Application The proposed optimization method is a general tool which can have
numerous applications in various mathematical, engineering and technological fields. Due …
numerous applications in various mathematical, engineering and technological fields. Due …