Dijkstra's algorithm is a well-known algorithm used to find the...

February 4, 2025 at 01:12 AM

Java code for Dijkstra's algorithm

Dijkstra's algorithm is a well-known algorithm used to find the shortest path from a source node to all other nodes in a graph with non-negative edge weights. The algorithm typically uses a priority queue (or a min-heap) to efficiently retrieve the next node with the smallest tentative distance.

Broadly speaking, Java code for Dijkstra's algorithm would perform the following steps:

  1. Initialization:

    • Define a priority queue or min-heap to store nodes based on their current shortest distance from the source.
    • Create a data structure to hold the shortest distances to each node. Initialize all distances to infinity () except for the source node, which is set to zero.
    • Optionally, maintain an array or map to keep track of the previous node for each node to reconstruct the shortest path later.
  2. Relaxation:

    • Extract the node with the smallest distance from the priority queue (the "current node").
    • For each neighbor of the current node, calculate the tentative distance to the neighbor (distance to the current node + edge weight) and update it if the tentative distance is smaller than the currently known distance.
    • Add or update the neighbor in the priority queue with the new distance.
  3. Completion:

    • Repeat the relaxation process until all nodes have been processed or the priority queue is empty.
    • After the algorithm, the "distance" array or map contains the shortest distance from the source node to every other node in the graph.
  4. Path Reconstruction (Optional):

    • Using the previous-node data structure, backtrack from any target node to the source to reconstruct the shortest path.

Specific Behavior of the Java Code

Without seeing the actual implementation, it's likely that a Java-based implementation of Dijkstra's algorithm includes:

  • Input parsing to represent the graph using adjacency lists or adjacency matrices.
  • Use of PriorityQueue from Java's standard library to manage the min-heap functionality.
  • Efficient updates of distances and neighbors in the graph.

If you need a more detailed explanation of a specific Java implementation of Dijkstra's algorithm, feel free to share the code!

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