Proceedings of Artificial Neural Networks in Engineering Conference(ANNIE01), November 4-7, 2001, St. Louis, Missouri. The 163 paperscompiled in this book focus on building smart components toengineering systems currently available. Topics Discussed include:Neural Networks; Fuzzy Systems; Complex Systems; PatternRecognition; Biology and Medicine; Evolutionary Programming; DataMining; Adaptive Control; Prediction; Smart Engineering Systems.Includes subject and author indices. @By: Cihan H. Dagli, Anna L.Buczak, Joydeep Ghosh, Mark J. Embrechts, Okan Ersoy and StephenKercel