Network analysis is a critical field in computer science and has many applications in various domains. Below, we explore some common network analysis algorithms.

Common Network Analysis Algorithms

  1. Shortest Path Algorithms

    • Dijkstra's Algorithm
    • Breadth-First Search (BFS)
    • A* Search Algorithm

  2. Network Flow Algorithms

    • Ford-Fulkerson Method
    • Push-Relabel Method

  3. Community Detection Algorithms

    • Girvan-Newman Algorithm
    • Label Propagation Algorithm

  4. Centrality Measures

    • Degree Centrality
    • Betweenness Centrality
    • Closeness Centrality

  5. Social Network Analysis

    • PageRank
    • Link Analysis

For more detailed information and examples, you can visit our Algorithms section.

Visualization Tools

Understanding network structures can be easier with visualization tools. Here are some popular ones:

  • Gephi
  • Cytoscape
  • NetworkX (Python library)

NetworkX Visualization

For more resources on network analysis, check out our Tutorials page.