Heuristic algorithms to solve combinatorial problems with photonics
Roques-Carmes C, Shen Y, Prabhu M, Englund D, Joannopoulos J, Soljacic M. 2021. Heuristic algorithms to solve combinatorial problems with photonics. AI and Optical Data Sciences II. OPTO vol. 11703, 117030A.
Download
No fulltext has been uploaded. References only!
Conference Paper
| Published
| English
Author
Roques-Carmes, CharlesISTA;
Shen, Yichen;
Prabhu, Mihika;
Englund, Dirk;
Joannopoulos, John;
Soljacic, Marin
Abstract
Combinatorial problems, such as the Ising problem, are hard to solve with conventional electronics. Photonic systems have recently been proposed as an efficient platform to solve these problems faster and more efficiently, thus calling for the development of featured algorithms to run on photonic machines. A few recent findings, including the Photonic Recurrent Ising Sampler, a photonic machine that recurrently solves arbitrary Ising problems, will be presented in this talk, along with their experimental realizations in various platforms.
Publishing Year
Date Published
2021-03-05
Proceedings Title
AI and Optical Data Sciences II
Publisher
SPIE
Volume
11703
Article Number
117030A
Conference
OPTO
Conference Location
Virtual
Conference Date
2021-03-06 – 2021-03-12
IST-REx-ID
Cite this
Roques-Carmes C, Shen Y, Prabhu M, Englund D, Joannopoulos J, Soljacic M. Heuristic algorithms to solve combinatorial problems with photonics. In: AI and Optical Data Sciences II. Vol 11703. SPIE; 2021. doi:10.1117/12.2579334
Roques-Carmes, C., Shen, Y., Prabhu, M., Englund, D., Joannopoulos, J., & Soljacic, M. (2021). Heuristic algorithms to solve combinatorial problems with photonics. In AI and Optical Data Sciences II (Vol. 11703). Virtual: SPIE. https://doi.org/10.1117/12.2579334
Roques-Carmes, Charles, Yichen Shen, Mihika Prabhu, Dirk Englund, John Joannopoulos, and Marin Soljacic. “Heuristic Algorithms to Solve Combinatorial Problems with Photonics.” In AI and Optical Data Sciences II, Vol. 11703. SPIE, 2021. https://doi.org/10.1117/12.2579334.
C. Roques-Carmes, Y. Shen, M. Prabhu, D. Englund, J. Joannopoulos, and M. Soljacic, “Heuristic algorithms to solve combinatorial problems with photonics,” in AI and Optical Data Sciences II, Virtual, 2021, vol. 11703.
Roques-Carmes C, Shen Y, Prabhu M, Englund D, Joannopoulos J, Soljacic M. 2021. Heuristic algorithms to solve combinatorial problems with photonics. AI and Optical Data Sciences II. OPTO vol. 11703, 117030A.
Roques-Carmes, Charles, et al. “Heuristic Algorithms to Solve Combinatorial Problems with Photonics.” AI and Optical Data Sciences II, vol. 11703, 117030A, SPIE, 2021, doi:10.1117/12.2579334.
Google Scholar