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Intelligent and Soft Computing in Infrastructure Systems Engineering : Recent Advances

Author: Kasthurirangan Gopalakrishnan; Nii O Attoh-Okine; Halil Ceylan
Publisher: Berlin, Heidelberg : Springer-Verlag Berlin Heidelberg, 2009.
Series: SpringerLink: Springer e-Books; Studies in Computational Intelligence, 259.
Edition/Format:   Computer file : English : Online-AusgView all editions and formats
Database:WorldCat
Summary:

This book highlights key recent advances made in the application of soft computing techniques in pavement and geomechanical systems. It discusses many different soft computing techniques and details  Read more...

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Material Type: Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Kasthurirangan Gopalakrishnan; Nii O Attoh-Okine; Halil Ceylan
ISBN: 9783642045868 3642045863 9783642045851 3642045855
OCLC Number: 643075381
Reproduction Notes: Online-Ausg. Berlin [u.a.] Springer, 2009. online-Ressource.
Description: ... S.
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.
Series Title: SpringerLink: Springer e-Books; Studies in Computational Intelligence, 259.
Responsibility: edited by Kasthurirangan Gopalakrishnan, Halil Ceylan, Nii O. Attoh-Okine.
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