# Steiner Tree Problem

**What is Steiner Tree?**

Given a graph and a **subset **of vertices in the graph, a steiner tree spans though the given subset. The Steiner Tree may contain some vertices which are not in given subset but are used to connect the vertices of subset.

The given set of vertices is called * Terminal Vertices* and other vertices that are used to construct Steiner tree are called

*.*

**Steiner vertices****is to find the minimum cost Steiner Tree. See below for an example.**

The Steiner Tree Problem

The Steiner Tree Problem

**Spanning Tree vs Steiner Tree**

Minimum Spanning Tree is a minimum weight tree that spans through **all **vertices.

If given subset (or terminal) vertices is equal to set of all vertices in Steiner Tree problem, then the problem becomes Minimum Spanning Tree problem. And if the given subset contains only two vertices, then it shortest path problem between two vertices.

Finding out Minimum Spanning Tree is polynomial time solvable, but Minimum Steiner Tree problem is NP Hard and related decision problem is NP-Complete.

**Applications of Steiner Tree**

Any situation where the task is minimize cost of connection among some important locations like VLSI Design, Computer Networks, etc.

**Shortest Path based Approximate Algorithm**

Since Steiner Tree problem is NP-Hard, there are no polynomial time solutions that always give optimal cost. Therefore, there are approximate algorithms to solve the same. Below is one simple approximate algorithm.

1) Start with a subtree T consisting of one given terminal vertex 2) While T does not span all terminals a) Select a terminal x not in T that is closest to a vertex in T. b) Add to T the shortest path that connects x with T

The above algorithm is (2-2/n) approximate, i.e., it guarantees that solution produced by this algorithm is not more than this ration of optimized solution for a given graph with n vertices. There are better algorithms also that provide better ratio. Refer below reference for more details.

**References:**

www.cs.uu.nl/docs/vakken/an/teoud/an-steiner.ppt

This article is contributed by **Shivam Gupta**. Please write comments if you find anything incorrect, or you want to share more information about the topic discussed above

## Recommended Posts:

- Applications of Minimum Spanning Tree Problem
- 2-Satisfiability (2-SAT) Problem
- Water Jug problem using BFS
- Max Flow Problem Introduction
- Snake and Ladder Problem
- Channel Assignment Problem
- Stable Marriage Problem
- Water Connection Problem
- Level Ancestor Problem
- A Peterson Graph Problem
- m Coloring Problem | Backtracking-5
- Traveling Salesman Problem (TSP) Implementation
- Travelling Salesman Problem | Set 2 (Approximate using MST)
- Hungarian Algorithm for Assignment Problem | Set 1 (Introduction)
- K Centers Problem | Set 1 (Greedy Approximate Algorithm)