Artificial Neural Networks (original) (raw)

1998, Automatic Learning Techniques in Power Systems

AI-generated Abstract

The paper reviews the role of Artificial Neural Networks (ANNs) as soft-computing techniques, emphasizing their nonlinear, massively parallel computation inspired by human brain functions. Key challenges in the design of ANNs are discussed, particularly the selection of input training examples and configuring learning procedures. The potential for industrial application is highlighted, advocating for a hybrid approach that combines neural networks with traditional algorithms for enhanced effectiveness in solving complex problems.