Quantum Annealing for Clustering

Details Quantum Annealing for Clustering Quantum Annealing for Clustering

2009-05-21

arxiv.org/abs/0905.3527v2

Physics

Condensed Matter

Disordered Systems and Neural Networks

8 pages, 6 figures, Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence (UAI 2009) accepted

Scientific paper

This paper studies quantum annealing (QA) for clustering, which can be seen
as an extension of simulated annealing (SA). We derive a QA algorithm for
clustering and propose an annealing schedule, which is crucial in practice.
Experiments show the proposed QA algorithm finds better clustering assignments
than SA. Furthermore, QA is as easy as SA to implement.

Affiliated with

Also associated with

No associations

Rating

Quantum Annealing for Clustering does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Quantum Annealing for Clustering, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Quantum Annealing for Clustering will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-445480