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Using synchronized oscillators to compute the maximum independent set

Authors :
Antik Mallick
Mohammad Khairul Bashar
Daniel S. Truesdell
Benton H. Calhoun
Siddharth Joshi
Nikhil Shukla
Source :
Nature Communications, Vol 11, Iss 1, Pp 1-7 (2020)
Publication Year :
2020
Publisher :
Nature Portfolio, 2020.

Abstract

Designing efficient analog dynamical systems for solving hard optimization problems remains a challenge. Here, the authors demonstrate a dynamical system of thirty oscillators with reconfigurable coupling to compute optimal/near-optimal solutions to the hard Maximum Independent Set problem with over 90% accuracy.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
11
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.29324d0033d6412883625765b2df6c62
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-020-18445-1