Classical Algorithm

Classical algorithms, foundational to computer science, aim to efficiently solve computational problems using well-defined procedures. Current research focuses on improving existing algorithms, such as through neural algorithmic reasoning to find multiple solutions or integrating them with machine learning models for enhanced performance and adaptability. This work is significant because it addresses limitations of classical approaches in handling complex problems, particularly in areas like optimization, data analysis, and machine learning, leading to more efficient and robust solutions in various applications.