Titlebook: Intelligent and Soft Computing in Infrastructure Systems Engineering; Recent Advances Kasthurirangan Gopalakrishnan,Halil Ceylan,Nii O. Bo

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Backcalculation of Flexible Pavements Using Soft Computing,orm efficient and precise back-calculation analyses. This chapter explains the advances in pavement back-calculation methodologies based on soft computing approaches by presenting the concepts behind them and the fundamental advantages of each. An alternative utilization of soft computing techniques

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Knowledge Discovery and Data Mining Using Artificial Intelligence to Unravel Porous Asphalt Concretow number of data points (74 data points), an extensive variable selection was performed using eight different methods to determine the four or five most influential input variables and consequently reduce the input dimension. These methods were decision trees, genetic polynomial, artificial neural

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Backcalculation of Pavement Layer Thickness and Moduli Using Adaptive Neuro-fuzzy Inference System,process from Nondestructive Testing (NDT) results is to estimate the pavement material properties. Using backcalculation analysis, flexible pavement layer thicknesses together with . material properties can be backcalculated from the measured field data through appropriate analysis techniques. In th

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Case Studies of Asphalt Pavement Analysis/Design with Application of the Genetic Algorithm,rmation beam fatigue test and the permanent shear strain accumulation process of a controlled-load repetitive simple shear test with constant height using a three-stage Weibull approach, and how to apply the three-stage Weibull approach in predicting pavement performance. The results indicate that t

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Book 2009e objective of this carefully edited book is to highlight key recent advances made in the application of soft computing techniques in pavement and geo- chanical systems. Soft computing techniques discussed in this book include, but are not limited to: neural networks, evolutionary computing, swarm i

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Sunghwan Kim,Kasthurirangan Gopalakrishnan,Halil Ceylanwhile at the same time adhering to the founding principles of democracies. The second part presents new rules for decision-making and agenda setting. Together with modern communication devices, these rules can sometimes transcend the limitations of liberal VI Preface democracies in achieving des978-3-642-06121-9978-3-540-26698-3

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