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    Learning PathDSAGraph Traversal Patterns - DFS and BFSBidirectional BFS Optimization
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    Graph Traversal Patterns - DFS and BFS · 8 of 12

    Bidirectional BFS Optimization

    Optimize BFS by searching from both source and target simultaneously. Reduce time complexity significantly.

    Topics

    bidirectional BFStwo-way BFSword ladder optimizationBFS optimization

    What you'll learn

    • •Core concepts and intuition behind Bidirectional BFS Optimization
    • •Step-by-step implementation with code examples
    • •Time and space complexity analysis
    • •Common interview problems and variations

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    Other subpatterns in Graph Traversal Patterns - DFS and BFS

    DFS Connected Components - Island Counting

    Use DFS to find connected components and count islands in grids. Flood fill and province counting problems.

    BFS Connected Components - Shortest Path in Grid

    Use BFS for shortest path in unweighted graphs. Solve word ladder, rotting oranges, and matrix problems.

    Topological Sort - Kahn's Algorithm

    Master topological sorting using Kahn's BFS algorithm. Solve course schedule and build order problems.

    Cycle Detection in Directed Graph

    Detect cycles in directed graphs using DFS with coloring (white, gray, black) approach.