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Title: Eigenspace of a three-dimensional max-Łukasiewicz fuzzy matrix (English)
Author: Rashid, Imran
Author: Gavalec, Martin
Author: Sergeev, Sergeĭ
Language: English
Journal: Kybernetika
ISSN: 0023-5954
Volume: 48
Issue: 2
Year: 2012
Pages: 309-328
Summary lang: English
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Category: math
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Summary: Eigenvectors of a fuzzy matrix correspond to stable states of a complex discrete-events system, characterized by a given transition matrix and fuzzy state vectors. Description of the eigenspace (set of all eigenvectors) for matrices in max-min or max-drast fuzzy algebra was presented in previous papers. In this paper the eigenspace of a three-dimensional fuzzy matrix in max-Łukasiewicz algebra is investigated. Necessary and sufficient conditions are shown under which the eigenspace restricted to increasing eigenvectors of a given matrix is non-empty, and the structure of the increasing eigenspace is described. Complete characterization of the general eigenspace structure for arbitrary three-dimensional fuzzy matrix, using simultaneous row and column permutations of the matrix, is presented in Sections 4 and 5, with numerical examples in Section 6. (English)
Keyword: Łukasiewicz triangular norm
Keyword: max-t fuzzy algebra
Keyword: eigenproblem
Keyword: monotone eigenvector
MSC: 62A10
MSC: 93E12
idMR: MR2954329
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Date available: 2012-05-15T16:20:54Z
Last updated: 2013-09-22
Stable URL: http://hdl.handle.net/10338.dmlcz/142817
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Reference: [1] K. Cechlárová: Eigenvectors in bottleneck algebra..Lin. Algebra Appl. 175 (1992), 63-73. Zbl 0756.15014, MR 1179341, 10.1016/0024-3795(92)90302-Q
Reference: [2] K. Cechlárová: Efficient computation of the greatest eigenvector in fuzzy algebra..Tatra Mt. Math. Publ. 12 (1997), 73-79. Zbl 0963.65041, MR 1607194
Reference: [3] G. Cohen, D. Dubois, J. P. Quadrat, M. Viot: A linerar-system-theoretic view of discrete event processes and its use for performance evaluation in manufacturing..IEE Trans. Automat. Control AC-30 (1985), 210-220. MR 0778424, 10.1109/TAC.1985.1103925
Reference: [4] R. A. Cuninghame-Green: Describing industrial processes with interference and approximating their steady-state behavior..Oper. Res. Quart. 13 (1962), 95-100. 10.1057/jors.1962.10
Reference: [5] R. A. Cuninghame-Green: Minimax Algebra..Lect. Notes in Econom. and Math. Systems 166, Springer-Verlag, Berlin 1979. Zbl 0739.90073, MR 0580321
Reference: [6] R. A. Cuninghame-Green: Minimax Algebra and Application..In: Advances in Imaging and Electron Physics 90, (P. W. Hawkes, ed.), Academic Press, New York 1995.
Reference: [7] M. Gavalec: Monotone eigenspace structure in max-min algebra..Lin. Algebra Appl. 345 (2002), 149-167. Zbl 0994.15010, MR 1883271, 10.1016/S0024-3795(01)00488-8
Reference: [8] M. Gavalec, I. Rashid: Monotone eigenspace structure of a max-drast fuzzy matrix..In: Proc. 28th Internat. Conf. Mathematical Methods in Economics, University of South Bohemia, České Budějovice 2010, pp. 162-167.
Reference: [9] M. Gavalec, I. Rashid, S. Sergeev: Monotone eigenspace structure of a max-prod fuzzy matrix..In preparation.
Reference: [10] M. Gondran: Valeurs propres et vecteurs propres en classification hiérarchique..RAIRO Informatique Théorique 10 (1976), 39-46. MR 0411059
Reference: [11] M. Gondran, M. Minoux: Eigenvalues and eigenvectors in semimodules and their interpretation in graph theory..In: Proc. 9th Prog. Symp. 1976, pp. 133-148. Zbl 0453.05028
Reference: [12] M. Gondran, M. Minoux: Valeurs propres et vecteurs propres en théorie des graphes..Colloq. Internat. CNRS (1978), 181-183.
Reference: [13] G. Olsder: Eigenvalues of dynamic max-min systems..In: Discrete Events Dynamic Systems 1, Kluwer Academic Publishers 1991, pp. 177-201. Zbl 0747.93014
Reference: [14] E. Sanchez: Resolution of eigen fuzzy sets equations..Fuzzy Sets and Systems 1 (1978), 69-74. Zbl 0366.04001, MR 0494745, 10.1016/0165-0114(78)90033-7
Reference: [15] Yi-Jia Tan: Eigenvalues and eigenvectors for matrices over distributive lattices..Lin. Algebra Appl. 283 (1998), 257-272. MR 1657171, 10.1016/S0024-3795(98)10105-2
Reference: [16] Yi-Jia Tan: On the powers of matrices over a distributive lattice..Lin. Algebra Appl. 336 (2001), 1-14. MR 1855387, 10.1016/S0024-3795(00)00168-3
Reference: [17] U. Zimmermann: Linear and Combinatorial Optimization in Ordered Algebraic Structure..Ann. Discrete Math. 10, North Holland, Amsterdam 1981. MR 0609751
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