Math Problem Statement

Define minimum spanning tree. Obtain a minimum spanning tree of the following tree.

Solution

To solve the problem, let's first define a Minimum Spanning Tree (MST) and then find the MST for the given graph.

Definition of Minimum Spanning Tree:

A Minimum Spanning Tree of a graph is a subset of its edges that connects all the vertices together without any cycles and with the minimum possible total edge weight. It ensures all nodes are connected using the least-cost paths.


Steps to Find the MST:

We can use Kruskal's Algorithm or Prim's Algorithm. Here, I'll use Kruskal's Algorithm for clarity:

  1. Sort all edges in ascending order of their weights.
  2. Pick the smallest edge. If adding it forms a cycle, discard it. Otherwise, include it in the MST.
  3. Repeat until we have n1n-1 edges (where nn is the number of vertices).

Graph Data:

Vertices: A,B,C,D,EA, B, C, D, E
Edges with weights:

  • AB=7AB = 7, AC=4AC = 4, AD=5AD = 5, BC=10BC = 10, BE=6BE = 6, CD=8CD = 8, DE=3DE = 3, AE=7AE = 7

Solution:

  1. Sort edges by weight:

    • AC=4AC = 4
    • AD=5AD = 5
    • DE=3DE = 3
    • BE=6BE = 6
    • AB=7AB = 7
    • AE=7AE = 7
    • CD=8CD = 8
    • BC=10BC = 10
  2. Add edges to the MST in ascending order, ensuring no cycles are formed:

    • Start with DE=3DE = 3.
    • Add AC=4AC = 4.
    • Add AD=5AD = 5.
    • Add BE=6BE = 6.
  3. At this point, we have n1=4n-1 = 4 edges (since there are 5 vertices).


MST Edges:

  • DE=3DE = 3
  • AC=4AC = 4
  • AD=5AD = 5
  • BE=6BE = 6

Total Weight of MST:

3+4+5+6=183 + 4 + 5 + 6 = 18


Would you like me to explain the steps in greater detail or provide a visualization? Let me know if you have further questions!

Related Questions:

  1. What is the difference between a spanning tree and a minimum spanning tree?
  2. How does Prim’s Algorithm differ from Kruskal’s Algorithm?
  3. Can a graph have multiple minimum spanning trees?
  4. How do you check for cycles while constructing an MST using Kruskal's Algorithm?
  5. What are some real-world applications of minimum spanning trees?

Tip: When working with MST problems, always ensure your edge selection avoids forming cycles by using union-find or a similar technique.

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Math Problem Analysis

Mathematical Concepts

Graph Theory
Minimum Spanning Tree
Weighted Graphs

Formulas

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Theorems

Kruskal's Algorithm
Cycle Detection

Suitable Grade Level

Grades 11-12 or Undergraduate