Updating a Minimum spanning tree when a new edge is inserted
- by Lynette
Hello, I've been presented the following problem in University:
Let G = (V, E) be an (undirected) graph with costs ce = 0 on the edges e € E. Assume you are given a minimum-cost spanning tree T in G. Now assume that a new edge is added to G, connecting two nodes v, tv € V with cost c.
a) Give an efficient algorithm to test if T remains the minimum-cost spanning tree with the new edge added to G (but not to the tree T). Make your algorithm run in time O(|E|). Can you do it in O(|V|) time? Please note any assumptions you make about what data structure is used to represent the tree T and the graph G.
b)Suppose T is no longer the minimum-cost spanning tree. Give a linear-time algorithm (time O(|E|)) to update the tree T to the new minimum-cost spanning tree.
This is the solution I found:
Let e1=(a,b) the new edge added
Find in T the shortest path from a to b (BFS)
if e1 is the most expensive edge in the cycle then T remains the MST
else T is not the MST
It seems to work but i can easily make this run in O(|V|) time, while the problem asks O(|E|) time. Am i missing something?
By the way we are authorized to ask for help from anyone so I'm not cheating :D
Thanks in advance