Math Problem Statement
Solution
The problem asks for the shortest path between nodes and in a weighted graph. Let’s analyze the graph and calculate the shortest path.
Given Graph:
- Nodes and weights are labeled clearly in the graph.
- We will use Dijkstra's Algorithm to find the shortest path from to .
Step-by-Step Solution:
-
Initialization:
- Start at with distance .
- All other nodes are initialized with distance.
-
Graph Exploration:
- From , examine its neighbors:
- → Distance (path ).
- → Distance (path ).
- Update distances:
- , .
- From , examine its neighbors:
-
Move to Node with Smallest Distance:
- Next, move to (distance ):
- : Distance .
- Update distance:
- .
- Next, move to (distance ):
-
Move to (distance ):
- : Distance .
- : Distance (better than ).
- Update distances:
- , .
- : Distance .
-
Move to (distance ):
- : Distance .
- Update distance:
- .
-
Move to (distance ):
- : Distance .
- Update distance:
- .
-
Move to (distance ):
- : Distance (better than ).
- Update distance:
- .
Shortest Path:
The shortest path from to is:
Total Weight: .
Correct Answer:
The correct choice is (d): .
Let me know if you want me to explain Dijkstra's algorithm in more detail or if you have further questions!
Related Questions:
- What is Dijkstra's Algorithm, and how does it work?
- Can you explain why is not the shortest path?
- What is the significance of edge weights in shortest path problems?
- How can we apply this method to a larger graph with more nodes?
- What are other algorithms to find shortest paths besides Dijkstra?
Tip:
When solving shortest path problems, always ensure you update distances dynamically and check for better paths to nodes you've already visited!
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Math Problem Analysis
Mathematical Concepts
Graph Theory
Shortest Path Algorithm
Formulas
Distance updates in Dijkstra's algorithm: d(v) = min(d(v), d(u) + w(u, v))
Theorems
Dijkstra's Algorithm
Suitable Grade Level
Undergraduate (or Advanced High School)
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