The quantum adiabatic algorithm applied to random optimization problems: The quantum spin glass perspective
Among various algorithms designed to exploit the specific properties of quantum computers
with respect to classical ones, the quantum adiabatic algorithm is a versatile proposition to …
with respect to classical ones, the quantum adiabatic algorithm is a versatile proposition to …
Survey propagation: An algorithm for satisfiability
We study the satisfiability of randomly generated formulas formed by M clauses of exactly K
literals over N Boolean variables. For a given value of N the problem is known to be most …
literals over N Boolean variables. For a given value of N the problem is known to be most …
[HTML][HTML] The stable marriage problem: An interdisciplinary review from the physicist's perspective
EM Fenoaltea, IB Baybusinov, J Zhao, L Zhou… - Physics Reports, 2021 - Elsevier
We present a fascinating model that has lately caught attention among physicists working in
complexity related fields. Though it originated from mathematics and later from economics …
complexity related fields. Though it originated from mathematics and later from economics …
[BOOK][B] Mean field models for spin glasses: Volume I: Basic examples
M Talagrand - 2010 - books.google.com
This is a new, completely revised, updated and enlarged edition of the author's Ergebnisse
vol. 46:" Spin Glasses: A Challenge for Mathematicians". This new edition will appear in two …
vol. 46:" Spin Glasses: A Challenge for Mathematicians". This new edition will appear in two …
Proof of the satisfiability conjecture for large k
We establish the satisfiability threshold for random k-SAT for all k≥ k0. That is, there exists a
limiting density αs (k) such that a random k-SAT formula of clause density α is with high …
limiting density αs (k) such that a random k-SAT formula of clause density α is with high …
The adaptive interpolation method: a simple scheme to prove replica formulas in Bayesian inference
In recent years important progress has been achieved towards proving the validity of the
replica predictions for the (asymptotic) mutual information (or “free energy”) in Bayesian …
replica predictions for the (asymptotic) mutual information (or “free energy”) in Bayesian …
Information-theoretic thresholds from the cavity method
Vindicating a sophisticated but non-rigorous physics approach called the cavity method, we
establish a formula for the mutual information in statistical inference problems induced by …
establish a formula for the mutual information in statistical inference problems induced by …
Semidefinite programs on sparse random graphs and their application to community detection
Denote by A the adjacency matrix of an Erdos-Renyi graph with bounded average degree.
We consider the problem of maximizing< A-EA, X> over the set of positive semidefinite …
We consider the problem of maximizing< A-EA, X> over the set of positive semidefinite …
Threshold values of random K‐SAT from the cavity method
Using the cavity equations of Mézard, Parisi, and Zecchina Science 297 (2002), 812;
Mézard and Zecchina, Phys Rev E 66 (2002), 056126 we derive the various threshold …
Mézard and Zecchina, Phys Rev E 66 (2002), 056126 we derive the various threshold …
Extremal cuts of sparse random graphs
For Erdős–Rényi random graphs with average degree γ, and uniformly random γ-regular
graph on n vertices, we prove that with high probability the size of both the Max-Cut and …
graph on n vertices, we prove that with high probability the size of both the Max-Cut and …