Large-scale Ising Emulator with All-to-All Connected Four-Body Interactions

He Zhang; He Zhang; Santosh Kumar; Santosh Kumar; Yu-Ping Huang; Yu-Ping Huang

doi:10.1364/FIO.2020.JM6A.26

Frontiers in Optics / Laser Science
OSA Technical Digest (Optica Publishing Group, 2020),
paper JM6A.26
•https://doi.org/10.1364/FIO.2020.JM6A.26

Large-scale Ising Emulator with All-to-All Connected Four-Body Interactions

He Zhang, Santosh Kumar, and Yu-Ping Huang

Laser Science 2020

Washington, DC United States
14–17 September 2020
ISBN: 978-1-943580-80-4

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Joint Poster Session IA (JM6A)

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H. Zhang, S. Kumar, and Y. Huang, "Large-scale Ising Emulator with All-to-All Connected Four-Body Interactions," in Frontiers in Optics / Laser Science, B. Lee, C. Mazzali, K. Corwin, and R. Jason Jones, eds., OSA Technical Digest (Optica Publishing Group, 2020), paper JM6A.26.

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Abstract

We propose a nonlinear-optics approach to emulate Ising machine containing a million spins with weighted all-to-all four-body interactions. Using adaptive feedback control, this machine can be evolved to find the optimum solution of Ising problem.

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