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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Gamarnik, David, Kizildag, Eren C
Awduron Eraill: Sloan School of Management
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: Institute of Electrical and Electronics Engineers (IEEE) 2022
Mynediad Ar-lein:https://hdl.handle.net/1721.1/144132