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