Intelligent and Soft Computing in Infrastructure Systems Engineering Recent Advances - Gopalakrishnan, Kasthurirangan; Ceylan, Halil; Attoh-Okine, Nii O.; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009)
Rapid Interpretation of Nondestructive Testing Results Using Neural Networks -- Probabilistic Inversion: A New Approach to Inversion Problems in Pavement and Geomechanical Engineering -- Neural Networks Application in Pavement Infrastructure Materials -- Backcalculation of Flexible Pavements Using Soft Computing -- Knowledge Discovery and Data Mining Using Artificial Intelligence to Unravel Porous Asphalt Concrete in the Netherlands -- Backcalculation of Pavement Layer Thickness and Moduli Using Adaptive Neuro-fuzzy Inference System -- Case Studies of Asphalt Pavement Analysis/Design with Application of the Genetic Algorithm -- Extended Kalman Filter and Its Application in Pavement Engineering -- Hybrid Stochastic Global Optimization Scheme for Rapid Pavement Backcalculation -- Regression and Artificial Neural Network Modeling of Resilient Modulus of Subgrade Soils for Pavement Design Applications -- Application of Soft Computing Techniques to Expansive Soil Characterization.
Keywords: Artificial intelligence; Buildings-Design and construction; Building; Construction; Engineering, Architectural; Engineering geology; Engineering-Geology.; Foundations; Hydraulics; Applied mathematics; Engineering mathematics; Engineering economics; Engineering economy; Artificial Intelligence; Building Construction and Design; Geoengineering, Foundations, Hydraulics; Mathematical and Computational Engineering; Engineering Economics, Organization, Logistics, Marketing