Optimization using quantum mechanics: quantum annealing through adiabatic evolution

GE Santoro, E Tosatti - Journal of Physics A: Mathematical and …, 2006 - iopscience.iop.org
We review here some recent work in the field of quantum annealing, alias adiabatic
quantum computation. The idea of quantum annealing is to perform optimization by a …

The ζ (2) limit in the random assignment problem

DJ Aldous - Random Structures & Algorithms, 2001 - Wiley Online Library
The random assignment (or bipartite matching) problem asks about An= minπ∑ c (i, π (i)),
where (c (i, j)) is an× n matrix with iid entries, say with exponential (1) distribution, and the …

Statistical mechanics methods and phase transitions in optimization problems

OC Martin, R Monasson, R Zecchina - Theoretical computer science, 2001 - Elsevier
Recently, it has been recognized that phase transitions play an important role in the
probabilistic analysis of combinatorial optimization problems. However, there are in fact …

Optimization by quantum annealing: Lessons from hard satisfiability problems

DA Battaglia, GE Santoro, E Tosatti - … Review E—Statistical, Nonlinear, and Soft …, 2005 - APS
The path integral Monte Carlo simulated quantum annealing algorithm is applied to the
optimization of a large hard instance of the random satisfiability problem (N= 10 000). The …

[图书][B] Computational complexity and statistical physics

A Percus, G Istrate, C Moore - 2006 - books.google.com
Computer science and physics have been closely linked since the birth of modern
computing. In recent years, an interdisciplinary area has blossomed at the junction of these …

Dynamic traveling salesman problem: Value of real-time traffic information

T Cheong, CC White - IEEE Transactions on Intelligent …, 2011 - ieeexplore.ieee.org
We investigate the value of choosing the next stop to visit in a multistop trip based on current
traffic conditions to minimize the expected total travel time of the tour. We model this problem …

Urban freight truck routing under stochastic congestion and emission considerations

T Hwang, Y Ouyang - Sustainability, 2015 - mdpi.com
Freight trucks are known to be a major source of air pollutants as well as greenhouse gas
emissions in US metropolitan areas, and they have significant effects on air quality and …

The mean field traveling salesman and related problems

J Wästlund - 2010 - projecteuclid.org
The edges of a complete graph on n vertices are assigned iid random costs from a
distribution for which the interval [0, t] has probability asymptotic to t as t→ 0 through positive …

Many paths to the same goal: balancing exploration and exploitation during probabilistic route planning

BJ Jackson, GL Fatima, S Oh, DH Gire - Eneuro, 2020 - eneuro.org
During self-guided behaviors, animals identify constraints of the problems they face and
adaptively employ appropriate strategies. In the case of foraging, animals must balance …

Deterministic walks in random networks: An application to thesaurus graphs

O Kinouchi, AS Martinez, GF Lima, GM Lourenço… - Physica A: Statistical …, 2002 - Elsevier
In a landscape composed of N randomly distributed sites in Euclidean space, a walker
(“tourist”) goes to the nearest one that has not been visited in the last τ steps. This procedure …