Definition
The rigorous study of real numbers and functions of real variables, foundational for understanding AI optimization.
Detailed Explanation
Real analysis provides the theoretical foundation for calculus and mathematical analysis. It includes concepts like limits, continuity, differentiation, and integration with rigorous proofs. In AI, it's crucial for understanding optimization algorithms and convergence properties.
Use Cases
Optimization algorithm analysis, convergence analysis, function approximation