How is graph theory applied in AI?

How is graph theory applied in AI?

Graph theory is fundamental in AI for modeling relationships, such as in social networks or recommendation systems.

Can you give an example of a specific application?

Sure! One example is using graph algorithms in search engines to rank web pages based on their link structure.

What are some common algorithms used in graph theory?

Common algorithms include Dijkstra's for shortest paths, PageRank for ranking, and A* for pathfinding.

How does graph theory improve machine learning models?

Graph theory helps in feature selection and understanding data relationships, enhancing model accuracy and interpretability.