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The Euclidean Matching Problem

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The Euclidean Matching Problem Synopsis

This thesis discusses the random Euclidean bipartite matching problem, i.e., the matching problem between two different sets of points randomly generated on the Euclidean domain. The presence of both randomness and Euclidean constraints makes the study of the average properties of the solution highly relevant. The thesis reviews a number of known results about both matching problems and Euclidean matching problems. It then goes on to provide a complete and general solution for the one dimensional problem in the case of convex cost functionals and, moreover, discusses a potential approach to the average optimal matching cost and its finite size corrections in the quadratic case. The correlation functions of the optimal matching map in the thermodynamical limit are also analyzed. Lastly, using a functional approach, the thesis puts forward a general recipe for the computation of the correlation function of the optimal matching in any dimension and in a generic domain.

About This Edition

ISBN: 9783319465760
Publication date:
Author: Gabriele Sicuro
Publisher: Springer an imprint of Springer International Publishing
Format: Hardback
Pagination: 136 pages
Series: Springer Theses
Genres: Mathematical physics
Cybernetics and systems theory