TY - JOUR
T1 - The random fractional matching problem
AU - Lucibello, Carlo
AU - Malatesta, Enrico M.
AU - Parisi, Giorgio
AU - Sicuro, Gabriele
N1 - Publisher Copyright:
© 2018 IOP Publishing Ltd and SISSA Medialab srl.
PY - 2018/5/3
Y1 - 2018/5/3
N2 - We consider two formulations of the random-link fractional matching problem, a relaxed version of the more standard random-link (integer) matching problem. In one formulation, we allow each node to be linked to itself in the optimal matching configuration. In the other one, on the contrary, such a link is forbidden. Both problems have the same asymptotic average optimal cost of the random-link matching problem on the complete graph. Using a replica approach and previous results of Wastlund (2010 Acta Mathematica 204 91-150), we analytically derive the finite-size corrections to the asymptotic optimal cost. We compare our results with numerical simulations and we discuss the main differences between random-link fractional matching problems and the random-link matching problem.
AB - We consider two formulations of the random-link fractional matching problem, a relaxed version of the more standard random-link (integer) matching problem. In one formulation, we allow each node to be linked to itself in the optimal matching configuration. In the other one, on the contrary, such a link is forbidden. Both problems have the same asymptotic average optimal cost of the random-link matching problem on the complete graph. Using a replica approach and previous results of Wastlund (2010 Acta Mathematica 204 91-150), we analytically derive the finite-size corrections to the asymptotic optimal cost. We compare our results with numerical simulations and we discuss the main differences between random-link fractional matching problems and the random-link matching problem.
KW - cavity and replica method
KW - optimization over networks
KW - optimization under uncertainty
UR - https://www.scopus.com/pages/publications/85048136848
U2 - 10.1088/1742-5468/aabbc8
DO - 10.1088/1742-5468/aabbc8
M3 - 文章
AN - SCOPUS:85048136848
SN - 1742-5468
VL - 2018
JO - Journal of Statistical Mechanics: Theory and Experiment
JF - Journal of Statistical Mechanics: Theory and Experiment
IS - 5
M1 - 053301
ER -