This volume contains the edited versions of the technical presentations of the third international gathering of researchers interested in the applications of artificial neural networks, genetic algorithms, and fuzzy logic. The papers in this volume are grouped into five categories: artificial neural network architectures, pattern recognition, neuro-control, neuro-manufacturing, and neuro-engineering systems. Contents include: Theoretical Foundation for CMAC Technique, Embeddable Reconfigurable Neuroprocessors, Heave Compensation Via Neural Networks, Benchmarking Framework for Neuro Algorithms, Handwriting Recognition Using an Art Based Network, Neural Vector Quantization for Image Compression, Training Fuzzy Controller, Genetic Three-Dimensional Packer, and Geophysical Target Identification in Environmental Investigations.