Critical phenomena in complex networks
The combination of the compactness of networks, featuring small diameters, and their
complex architectures results in a variety of critical effects dramatically different from those in …
complex architectures results in a variety of critical effects dramatically different from those in …
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 …
Quantum computational supremacy
The field of quantum algorithms aims to find ways to speed up the solution of computational
problems by using a quantum computer. A key milestone in this field will be when a …
problems by using a quantum computer. A key milestone in this field will be when a …
Solving boolean satisfiability problems with the quantum approximate optimization algorithm
S Boulebnane, A Montanaro - PRX Quantum, 2024 - APS
One of the most prominent application areas for quantum computers is solving hard
constraint satisfaction and optimization problems. However, detailed analyses of the …
constraint satisfaction and optimization problems. However, detailed analyses of the …
Gibbs states and the set of solutions of random constraint satisfaction problems
An instance of a random constraint satisfaction problem defines a random subset 𝒮 (the set
of solutions) of a large product space XN (the set of assignments). We consider two …
of solutions) of a large product space XN (the set of assignments). We consider 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 …
[KSIĄŻKA][B] Spin glasses and complexity
Spin glasses are disordered magnetic systems that have led to the development of
mathematical tools with an array of real-world applications, from airline scheduling to neural …
mathematical tools with an array of real-world applications, from airline scheduling to neural …
Applying quantum algorithms to constraint satisfaction problems
Quantum algorithms can deliver asymptotic speedups over their classical counterparts.
However, there are few cases where a substantial quantum speedup has been worked out …
However, there are few cases where a substantial quantum speedup has been worked out …
Rigorous location of phase transitions in hard optimization problems
It is widely believed that for many optimization problems, no algorithm is substantially more
efficient than exhaustive search. This means that finding optimal solutions for many practical …
efficient than exhaustive search. This means that finding optimal solutions for many practical …
Clustering of solutions in the random satisfiability problem
Using elementary rigorous methods we prove the existence of a clustered phase in the
random K-SAT problem, for K≥ 8. In this phase the solutions are grouped into clusters …
random K-SAT problem, for K≥ 8. In this phase the solutions are grouped into clusters …