Arithmetic algorithms form the foundation of computational mathematics, enabling efficient solutions for operations like addition, subtraction, multiplication, and division at scale. These algorithms are crucial for processing large datasets, performing complex calculations, and optimizing mathematical functions used across various applications in computer science and engineering.