Pub. Date:
Springer Berlin Heidelberg
Intelligent and Soft Computing in Infrastructure Systems Engineering: Recent Advances / Edition 1

Intelligent and Soft Computing in Infrastructure Systems Engineering: Recent Advances / Edition 1


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Product Details

ISBN-13: 9783642045851
Publisher: Springer Berlin Heidelberg
Publication date: 11/16/2009
Series: Studies in Computational Intelligence , #259
Edition description: 2010
Pages: 325
Product dimensions: 6.40(w) x 9.30(h) x 1.00(d)

Table of Contents

Rapid Interpretation of Nondestructive Testing Results Using Neural Networks Imad N. Abdallah Soheil Nazarian 1

Probabilistic Inversion: A New Approach to Inversion Problems in Pavement and Geomechanical Engineering Rambod Hadidi Nenad Gucunski 21

Neural Networks Application in Pavement Infrastructure Materials Sunghwan Kim Kasthurirangan Gopalakrishnan Halil Ceylan 47

Backcalculation of Flexible Pavements Using Soft Computing A. Hilmi Lav A. Burak Goktepe M. Aysen Lav 67

Knowledge Discovery and Data Mining Using Artificial Intelligence to Unravel Porous Asphalt Concrete in the Netherlands Maryam Miradi Andre A.A. Molenaar Martin F.C. van de Ven 107

Backcalculation of Pavement Layer Thickness and Moduli Using Adaptive Neuro-fuzzy Inference System Mehmet Saltan Serdal Terzi 177

Case Studies of Asphalt Pavement Analysis/Design with Application of the Genetic Algorithm Bor-Wen Tsai John T. Harvey Carl L. Monismith 205

Extended Kalman Filter and Its Application in Pavement Engineering Rongzong Wu Jae Woong Choi John T. Harvey 239

Hybrid Stochastic Global Optimization Scheme for Rapid Pavement Backcalculation Kasthurirangan Gopalakrishnan 255

Regression and Artificial Neural Network Modeling of Resilient Modulus of Subgrade Soils for Pavement Design Applications Pranshoo Solanki Musharraf Zaman Ali Ebrahimi 269

Application of Soft Computing Techniques to Expansive Soil Characterization Pijush Samui Sarat Kumar Das T. G. Sitharam 305

Author Index 325

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