What are some real-world applications of iterative algorithms?

What are some real-world applications of iterative algorithms?

Iterative algorithms are widely used in various fields. For example, they are essential in optimization problems, such as finding the shortest path in navigation systems.

Can you give me more examples?

Sure! They are also used in machine learning for training models, in computer graphics for rendering images, and in numerical analysis for solving equations.

How do they work in machine learning?

In machine learning, iterative algorithms like gradient descent adjust model parameters repeatedly to minimize the error between predicted and actual outcomes.

What about their use in computer graphics?

In computer graphics, iterative algorithms help in rendering images by refining pixel values through techniques like ray tracing, improving image quality with each iteration.