An External Definition of the One-Hot Constraint and Fast QUBO Generation for High-Performance Combinatorial Clustering
Author:
Affiliation:
1. Tohoku University
2. NEC Corporation
Publisher
IJNC Editorial Committee
Link
https://www.jstage.jst.go.jp/article/ijnc/11/2/11_463/_pdf
Reference43 articles.
1. [1] Masahito Kumagai, Kazuhiko Komatsu, Fumiyo Takano, Takuya Araki, Masayuki Sato, and Hiroaki Kobayashi. Combinatorial Clustering Based on an Externally-Defined One-Hot Constraint. In 2020 Eighth International Symposium on Computing and Networking (CANDAR), pages 59–68. IEEE, 2020.
2. [2] M.S. Levin. Combinatorial clustering: Literature review, methods, examples. Jounal of Communications Technology and Electronics, 60:1403–1428, 2015.
3. [3] Anil K Jain. Data clustering: 50 years beyond K-means. Pattern recognition letters, 31(8):651–666, 2010.
4. [4] Vaibhaw Kumar, Gideon Bass, Casey Tomlin, and Joseph Dulny. Quantum annealing for combinatorial clustering. Quantum Information Processing, 17(2):39, 2018.
5. [5] John E Dorband. Extending the d-wave with support for higher precision coefficients. arXiv preprint arXiv:1807.05244, 2018.
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