What are some advanced types of graphs and their uses?

What are some advanced types of graphs and their uses?

Advanced graph types include directed graphs, weighted graphs, and bipartite graphs. Directed graphs show relationships with direction, weighted graphs assign values to edges, and bipartite graphs connect two distinct sets of nodes.

Can you explain how a weighted graph works?

Sure! In a weighted graph, each edge has a numerical value (weight) that represents the cost, distance, or capacity associated with that edge. This is useful in scenarios like finding the shortest path in a network.

What are some real-world applications of bipartite graphs?

Bipartite graphs are used in various applications, such as matching problems in job assignments, recommendation systems, and modeling relationships between two different classes of objects.

How do directed graphs differ from undirected graphs?

Directed graphs have edges with a specific direction, indicating a one-way relationship, while undirected graphs have edges that represent a two-way relationship.