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In Dijkstra's algorithm, what data structure is commonly used to select the next

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Question: In Dijkstra\'s algorithm, what data structure is commonly used to select the next node to process?

Options:

  1. Stack
  2. Queue
  3. Priority Queue
  4. Array

Correct Answer: Priority Queue

Solution:

A priority queue is used in Dijkstra\'s algorithm to efficiently select the node with the smallest tentative distance.

In Dijkstra's algorithm, what data structure is commonly used to select the next

Practice Questions

Q1
In Dijkstra's algorithm, what data structure is commonly used to select the next node to process?
  1. Stack
  2. Queue
  3. Priority Queue
  4. Array

Questions & Step-by-Step Solutions

In Dijkstra's algorithm, what data structure is commonly used to select the next node to process?
  • Step 1: Understand that Dijkstra's algorithm is used to find the shortest path in a graph.
  • Step 2: Recognize that each node in the graph has a 'tentative distance' which represents the shortest known distance from the starting node.
  • Step 3: To find the next node to process, we need to select the node with the smallest tentative distance.
  • Step 4: A priority queue is a special data structure that allows us to efficiently retrieve the node with the smallest value (in this case, the smallest tentative distance).
  • Step 5: In Dijkstra's algorithm, we use the priority queue to keep track of all the nodes and their tentative distances, so we can quickly find and process the next node.
  • Dijkstra's Algorithm – An algorithm for finding the shortest paths between nodes in a graph.
  • Priority Queue – A data structure that allows for efficient retrieval of the minimum (or maximum) element.
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