Math Problem Statement

Let T = (V, E) be a tree, and let u, v ∈ V be any two nodes. Prove that the height of the rooted tree (T, u) is at most twice the height of the rooted tree (T, v). Can you discuss the situation when v is not between u and its farthest node?

Solution

Proof:

Let T=(V,E)T = (V, E) be a tree, and let u,vVu, v \in V be any two nodes. We aim to prove that the height of the rooted tree (T,u)(T, u), denoted huh_u, is at most twice the height of the rooted tree (T,v)(T, v), denoted hvh_v.


Key Definitions:

  • Height of a tree rooted at uu: The length of the longest path from uu to any leaf in the tree.
  • Distance between two nodes uu and vv: The number of edges in the shortest path between uu and vv, denoted d(u,v)d(u, v).

Step 1: Define the farthest node

Let ww be the farthest node from uu. Thus, the path P(u,w)P(u, w) defines huh_u, the height of (T,u)(T, u), because ww maximizes the distance from uu: hu=d(u,w).h_u = d(u, w).

Step 2: Analyze the role of vv

  • The path P(u,w)P(u, w) must pass through some intermediate node, potentially vv, or it avoids vv entirely.
  • If vv lies on the path P(u,w)P(u, w), then: d(u,w)=d(u,v)+d(v,w).d(u, w) = d(u, v) + d(v, w).
  • If vv does not lie on P(u,w)P(u, w), then d(v,w)d(v, w) could be shorter than d(u,w)d(u, w), but we analyze the worst-case scenario below.

Step 3: Height of the tree rooted at vv

The height hvh_v corresponds to the farthest distance from vv to any node in the tree: hv=maxxVd(v,x).h_v = \max_{x \in V} d(v, x).


Step 4: Bounding huh_u by hvh_v

Now, consider the distance from uu to any leaf in the tree. If vv lies between uu and ww, then: d(u,w)=d(u,v)+d(v,w).d(u, w) = d(u, v) + d(v, w). Since d(v,w)hvd(v, w) \leq h_v and d(u,v)hvd(u, v) \leq h_v (because all nodes in the tree are at most hvh_v distance from vv), we have: hu=d(u,w)d(u,v)+d(v,w)hv+hv=2hv.h_u = d(u, w) \leq d(u, v) + d(v, w) \leq h_v + h_v = 2h_v.


Step 5: Case where vv is not between uu and ww

If vv is not on the path P(u,w)P(u, w), let xx be the farthest node from vv. The triangle inequality ensures: d(u,x)d(u,v)+d(v,x).d(u, x) \leq d(u, v) + d(v, x). Here, d(v,x)hvd(v, x) \leq h_v and d(u,v)hvd(u, v) \leq h_v, so: d(u,x)hv+hv=2hv.d(u, x) \leq h_v + h_v = 2h_v. Therefore, the worst-case scenario still satisfies: hu2hv.h_u \leq 2h_v.


Discussion:

When vv is not between uu and its farthest node ww:

  • The contribution of vv to the distances from uu becomes indirect.
  • Even in this scenario, the triangle inequality ensures that the height of the tree rooted at uu cannot exceed twice the height of the tree rooted at vv.

Thus, regardless of vv's position, the height huh_u is at most 2hv2h_v.


Follow-Up Questions:

  1. How does the proof change if the graph is not a tree but a general connected graph?
  2. Can we construct a counterexample where hu>2hvh_u > 2h_v for some graph structure?
  3. What happens when TT is a directed acyclic graph (DAG) instead of an undirected tree?
  4. How would the result be affected if the tree TT is weighted?
  5. How do distances change if we consider multiple intermediate nodes between uu and ww?

Tip:

When working with rooted trees, visualize paths using shortest-path metrics to better understand distance relationships

Ask a new question for Free

By Image

Drop file here or Click Here to upload

Math Problem Analysis

Mathematical Concepts

Tree Graphs
Graph Theory
Distance Metrics in Trees
Rooted Trees

Formulas

Height of a rooted tree: h_u = max distance from u to any leaf
Distance between nodes: d(u, v)

Theorems

Triangle Inequality in Graphs
Properties of Trees: Unique paths between any two nodes

Suitable Grade Level

Undergraduate - Computer Science or Discrete Mathematics