Algorithm Evolution focuses on the development and optimization of computational methods over time. This domain emphasizes creating adaptable algorithms by utilizing techniques like genetic algorithms, neural networks, and reinforcement learning. It is a cornerstone of artificial intelligence, driving advancements in autonomous systems, predictive analytics, and robotics. The evolution of algorithms continues to redefine the capabilities of machines in handling complex challenges.