| Description |
420 pages, 15 unnumbered pages of plates : illustrations (some color) ; 26 cm |
| Contents |
Ch. 1. Introduction -- Ch. 2. Artificial Neural Networks -- Ch. 3. Wavelets -- Ch. 4. Chaos Theory -- Ch. 5. Freeway Incident Detection -- Ch. 6. Micro-Simulation Model for Traffic Delay and Queue Length Estimation in Freeway Work Zones -- Ch. 7. Traffic Delay Estimation and Cost Optimization in Freeway Work Zones -- Ch. 8. Neuro-Fuzzy Logic Model for Work Zone Capacity Estimation -- Ch. 9. Clustering Neural Network Models for Work Zone Capacity Estimation and Parametric Study -- Ch. 10. Object-Oriented Model for Work Zone Capacity and Delay Estimation -- Ch. 11. Wavelet Analysis of Traffic Flow Time Series -- Ch. 12. Wavelet Neural Network for Traffic Flow Forecasting -- Ch. 13. Dynamic Fuzzy Wavelet Neural Network for Structural System Identification -- Ch. 14. Nonlinear System Identification of High-Rising Building Structures -- Ch. 15. Damage Detection and Health Monitoring of Structures -- Ch. 16. Nonlinear Control of Smart Structures |
|
Ch. 17. Neuro-Genetic Algorithm for Nonlinear Control of Smart Structures |
| Summary |
"Intelligent Infrastructure: Neural Networks, Wavelets, and Chaos Theory for Intelligent Transportation Systems and Smart Structures presents the foundations of intelligent infrastructure, a new vision and way of designing and managing civil infrastructure. It presents novel technologies, methodologies, and detailed computational algorithms for creation of smart structures and intelligent freeways." "This book crosses the two disciplines of structural engineering and transportation engineering and provides a unique treatise for attacking and solving some of the most complex and intractable problems encountered in the emerging fields of smart structures and intelligent transportation systems. It is shown some of these problems can be solved effectively through ingenious integration of several different computing paradigms including chaos theory (based on nonlinear dynamics theory), wavelets (a signal processing method), and three complementary soft computing methods: fuzzy logic, -- |
|
neural networks, and genetic algorithms." --Book Jacket |
| Notes |
Formerly CIP. Uk |
| Bibliography |
Includes bibliographical references (pages 389-415) and index |
| Subject |
Civil engineering -- United States -- Data processing.
|
|
Smart structures -- United States.
|
|
Intelligent transportation systems -- United States.
|
|
Expert systems (Computer science) -- United States.
|
| Author |
Jiang, Xiaomo.
|
| LC no. |
2008036600 |
| ISBN |
9781420085365 alkaline paper |
|
