Computing the Partition Function of the Sherrington-Kirkpatrick Model is Hard on Average

© 2020 IEEE. We establish the average-case hardness of the algorithmic problem of exactly computing the partition function of the Sherrington-Kirkpatrick model of spin glasses with Gaussian couplings. In particular, we establish that unless P=#P, there does not exist a polynomial-time algorithm to e...

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Bibliographic Details
Main Authors: Gamarnik, David, Kizildag, Eren C
Other Authors: Sloan School of Management
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2022
Online Access:https://hdl.handle.net/1721.1/144132

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