Neural Networks and Evolving Systems

In the era of abundant data, data-driven techniques have gained significant popularity. With the rapid advancement in artificial intelligence (AI), its usage in all fields is becoming inevitable. AI seeks to integrate intelligence into machines by leveraging data and learning algorithms to facilitate informed decision-making. Among the foundational paradigms in AI is the neural network (NN), a framework capable of learning to make decisions after being trained using the available data. NNs have demonstrated remarkable success in numerous dynamic system applications such as the estimation of unknown dynamics and adaptive control.