What is centrality in graph theory?
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What is centrality in graph theory?
Centrality in graph theory measures the importance of a node within a graph. It helps identify key vertices.
What are the different types of centrality?
The main types of centrality include degree centrality, closeness centrality, betweenness centrality, and eigenvector centrality.
Can you explain degree centrality?
Degree centrality counts the number of direct connections a node has. Higher degree means more influence in the network.
How is closeness centrality calculated?
Closeness centrality is calculated by taking the reciprocal of the sum of the shortest distances from a node to all other nodes.
Why is centrality important in real-world applications?
Centrality helps in understanding network dynamics, identifying influential individuals, and optimizing resource distribution.
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