This book describes the application of different Artificial Intelligence techniques(Artificial Neural Network, Adaptive Neurofuzzy Inference System, Support Vector Machine, Least Square Support Vector Machine, Relevance Vector Machine, Multivariate Adaptive Regression Spline, Gaussian Process Regression, Logistic Regression) for solving different problems in civil engineering.The book is very useful for civil engineers.