Optimization of the Sherrington-Kirkpatrick Hamiltonian

Let A be a symmetric random matrix with independent and identically distributed Gaussian entries above the diagonal. We consider the problem of maximizing the quadratic form associated to A over binary vectors. In the language of statistical physics, this amounts to finding the ground state of the S...

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Bibliographic Details

Published in:	Proceedings / annual Symposium on Foundations of Computer Science pp. 1417 - 1433
Main Author:	Montanari, Andrea
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.11.2019
Subjects:	Approximation algorithms Complexity theory Glass Message passing message passing algorithms Optimization Physics replica symmetry breaking Sherrington-Kirkpatrick Signal processing algorithms spin glasses
ISSN:	2575-8454
Online Access:	Get full text
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