An optical Ising machine based on multi-core fiber lasers

Dan Nguyen, Veysi Demir, Mehmetcan Akbulut, Pierre Alexandre Blanche, Mark A Neifeld, Nasser N Peyghambarian

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Abstract

Many important problems such as the Graph Partition Problem (GPP) and MAX-CUT problems can be formulated as searching problems of a ground state of an Ising system. Therefore, developing an Ising machine that can find efficiently the ground state of Ising system has been attracted great efforts and activities in recent years. An Ising machine that utilizes the effects of Bose-Einstein condensation and measurement-feedback control has been proposed [1]. However quantum coherence between the different Ising sites is difficult to achieve due to the measurement feedback circuit. An Ising machine that based on a system of coupled slave lasers that are driven coherently by a master laser has been proposed [2]. The modeling results for the VCSEL-based system show Ising states in the system can be reached in about a nanosecond. However, the results also show low output power (small number of photons ∼104-105) and the complex system that control couplings between master and slave lasers and among slave lasers could be very challenging to realize experimentally. Recently, an Ising machine based on a system of 4 coherently coupled optical parametric oscillators (OPO) has been demonstrated experimentally for the first time [3]. That achievement although is a significant breakthrough in the field, but it can only describe a limit case of Ising Hamiltonian without Zeeman term. Furthermore, the way of generation of cross couplings among the Ising spins (OPOs) would only provide positive coupling coefficients thus prevent it from describing general applications which can have both negative and positive values of the coefficients.

Original languageEnglish (US)
Title of host publication2016 IEEE Photonics Society Summer Topical Meeting Series, SUM 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages201-202
Number of pages2
ISBN (Electronic)9781509019007
DOIs
StatePublished - Aug 22 2016
Event2016 IEEE Photonics Society Summer Topical Meeting Series, SUM 2016 - Newport Beach, United States
Duration: Jul 11 2016Jul 13 2016

Other

Other2016 IEEE Photonics Society Summer Topical Meeting Series, SUM 2016
CountryUnited States
CityNewport Beach
Period7/11/167/13/16

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Signal Processing
  • Atomic and Molecular Physics, and Optics
  • Electrical and Electronic Engineering

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    Nguyen, D., Demir, V., Akbulut, M., Blanche, P. A., Neifeld, M. A., & Peyghambarian, N. N. (2016). An optical Ising machine based on multi-core fiber lasers. In 2016 IEEE Photonics Society Summer Topical Meeting Series, SUM 2016 (pp. 201-202). [7548803] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/PHOSST.2016.7548803