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Which algorithm can be used to find the shortest path in a graph with negative w

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Question: Which algorithm can be used to find the shortest path in a graph with negative weights?

Options:

  1. Dijkstra\'s Algorithm
  2. Bellman-Ford Algorithm
  3. A* Search Algorithm
  4. Floyd-Warshall Algorithm

Correct Answer: Bellman-Ford Algorithm

Solution:

The Bellman-Ford algorithm can handle graphs with negative weights and can also detect negative cycles.

Which algorithm can be used to find the shortest path in a graph with negative w

Practice Questions

Q1
Which algorithm can be used to find the shortest path in a graph with negative weights?
  1. Dijkstra's Algorithm
  2. Bellman-Ford Algorithm
  3. A* Search Algorithm
  4. Floyd-Warshall Algorithm

Questions & Step-by-Step Solutions

Which algorithm can be used to find the shortest path in a graph with negative weights?
  • Step 1: Understand what a graph is. A graph consists of nodes (or vertices) connected by edges.
  • Step 2: Learn about weights. In a graph, edges can have weights, which represent costs or distances.
  • Step 3: Know that some graphs can have negative weights. This means that traveling along certain edges can reduce the total cost.
  • Step 4: Recognize that finding the shortest path in a graph is a common problem.
  • Step 5: Identify that some algorithms can find the shortest path, but not all can handle negative weights.
  • Step 6: Learn about the Bellman-Ford algorithm. This algorithm is specifically designed to find the shortest path in graphs with negative weights.
  • Step 7: Understand that the Bellman-Ford algorithm can also detect negative cycles, which are situations where you can keep reducing the path cost indefinitely.
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