RecordNumber
60057
Author
Kaveh, Ali
Birth-Death
1948-
Title
Applications of artificial neural networks and machine learning in civil engineering
Author Statement
Ali Kaveh author
Publication
Springer
Publication Year
2024
Collation
1 online resource (xvi, 474 pages) illustrations (some color)
Series
Studies in computational intelligence, 1860-9503 ; volume 1168
Notes
978-3-031-66051-1 , Includes bibliographical references , Artificial Intelligence Background, Applications and Future -- Buckling Resistance Prediction of High Strength Steel Columns Using Metaheuristic Trained Artificial Neural Networks -- The Use of Artificial Neural Networks and Metaheuristic Algorithms to Optimize the Compressive Strength of Concrete -- Design of Double Layer Grids Using Backpropagation Neural Networks -- Analysis of Double Layer Barrel Vaults Using Different Neural Networks -- BP and RBF Neural Networks for Predicting Displacements and Design of Schwedler dome -- Structural Optimization by Gradient Based Neural Networks -- Comparative Study of Backpropagation and Improved Counter propagation Neural Nets in Structural Analysis and Optimization -- Hybrid ECBO ANN Algorithm for Shear Strength of Partially Grouted Masonry Walls -- Shape Optimization of Arch Dams with Frequency Constraints by Enhanced Charged System Search Algorithm and Neural Network -- Estimation of the Vulnerability of the Concrete Structures Using Artificial Neural Networks -- Efficient Training of Artificial Neural Networks Using Different Meta heuristic Algorithms for Predicting the FRP Strength -- A Metaheuristic Based Artificial Neural Network for Plastic Limit Analysis of Frames -- Wavefront Reduction Using Graphs, Neural Networks and Genetic Algorithm -- Optimal Design of Transmission Towers Using Genetic Algorithm and Neural Networks -- Stimating the Vulnerability of the Concrete Moment Resisting Frame Structures Using Artificial Neural Networks -- A Hybrid Graph Neural Method for Domain Decomposition -- GMDH based Prediction of Shear Strength of FRP RC Beams With and Without Stirrups -- Efficient Training of Two ANNs Using Four Meta-heuristic Algorithms for Predicting the FRP Strength -- New Predictive Models for Prediction of Bond Strength Between FRP Reinforcements Externally Glued on Masonry Units -- Kernel Extreme Learning Machine Application in Prediction of Bond Strength Between EBR FRP and Concrete Substrate -- Development of Predictive Models for Shear Strength of HSC Slender Beams Without Web Reinforcement Using Machine Learning Based Techniques
Subject
Civil engineering Data processing. , Neural networks (Computer science) , Machine learning.
ADDED ENTRIES
CO Ohio Library and Information Network. , SE Studies in computational intelligence ; v. 1168. , TI
LC Class
TA
LC Number
347
LC CutterNumber
.A78
LC Date
2024