Intelligent and Soft Computing in Infrastructure Systems Engineering Recent Advances /

Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Gopalakrishnan, Kasthurirangan. (Editor), Ceylan, Halil. (Editor), Attoh-Okine, Nii O. (Editor)
Format:	eBook
Language:	English
Published:	Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edition:	1st ed. 2009.
Series:	Studies in Computational Intelligence, 259
Subjects:	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.
Online Access:	https://doi.org/10.1007/978-3-642-04586-8

Table of Contents:

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.

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