Abstract
We generalize the Monge property of real matrices for interval matrices. We define two classes of interval matrices with the Monge property—in a strong and a weak sense. We study the fundamental properties of both types. We show several different characterizations of the strong Monge property. For the weak Monge property, we give a polynomial description and several sufficient and necessary conditions. For both classes, we study closure properties. We further propose a generalization of an algorithm by Deineko and Filonenko which for a given matrix returns row and column permutations such that the permuted matrix is Monge if the permutations exist.
Similar content being viewed by others
References
G. Alefeld, G. Mayer: Interval analysis: Theory and applications. J. Comput. Appl. Math. 121 (2000), 421–464.
R. E. Burkard, B. Klinz, R. Rudolf: Perspectives of Monge properties in optimization. Discrete Appl. Math. 70 (1996), 95–161.
K. Cechlárová, P. Szabó: On the Monge property of matrices. Discrete Math. 81 (1990), 123–128.
V. G. Deineko, V. L. Filonenko: On the reconstruction of specially structured matrices. Aktualnyje problemy EVM i programmirovanije. Dnepropetrovsk, DGU, 1979. (In Russian.)
J. Garloff, M. Adm, J. Titi: A survey of classes of matrices possessing the interval property and related properties. Reliab. Comput. 22 (2016), 1–14.
R. Greenlaw, H. J. Hoover, W. L. Ruzzo: Limits to Parallel Computation: P-Completeness Theory. Oxford University Press, Oxford, 1995.
M. Hladík: An overview of polynomially computable characteristics of special interval matrices. Beyond Traditional Probabilistic Data Processing Techniques: Interval, Fuzzy etc. Methods and Their Applications. Studies in Computational Intelligence 835. Springer, Cham, 2020, pp. 295–310.
G. Monge: Mémoire sur la théorie des déblais et des remblais. De l’Imprimerie Royale, Paris, 1781. (In French.)
R. E. Tarjan: Edge-disjoint spanning trees and depth-first search. Acta Inf. 6 (1976), 171–185.
Author information
Authors and Affiliations
Corresponding author
Additional information
Cordially dedicated to Dr. Vladimir G. Deineko.
The research has been supported by the Czech Science Foundation Grant P403-18-04735S.
Rights and permissions
About this article
Cite this article
Černý, M. Interval Matrices with Monge Property. Appl Math 65, 619–643 (2020). https://doi.org/10.21136/AM.2020.0370-19
Received:
Published:
Issue Date:
DOI: https://doi.org/10.21136/AM.2020.0370-19