Abstract
We propose a 2-approximation algorithm for the maximum independent set problem for a unit disk graph. The time and space complexities are O (n3) and O (n2), respectively. For a penny graph, our proposed 2-approximation algorithm works in O (n log n) time using O (n) space. We also propose a polynomial-time approximation scheme (PTAS) for the maximum independent set problem for a unit disk graph. Given an integer k > 1, it produces a solution of size 1/(1+1/k)2|OPT| in O (k4nσk log k + n log n) time and O (n + k log k) space, where OPT is the subset of disks in an optimal solution and σk ≤ 7k/3 + 2. For a penny graph, the proposed PTAS produces a solution of size 1/(1+1/k)|OPT | in O (22σk nk + n log n) time using O (2σk + n) space.
| Original language | English |
|---|---|
| Pages (from-to) | 439-446 |
| Number of pages | 8 |
| Journal | Information Processing Letters |
| Volume | 115 |
| Issue number | 3 |
| DOIs | |
| State | Published - 1 Jan 2015 |
| Externally published | Yes |
Keywords
- Approximation algorithms
- Computational geometry
- Maximum independent set
- PTAS
- Unit disk graph
ASJC Scopus subject areas
- Theoretical Computer Science
- Signal Processing
- Information Systems
- Computer Science Applications