One-sided Max-linear Systems and Max-algebraic Subspaces

Two approaches for solving one-sided max-linear systems are presented, combinatorial and algebraic. This fact highlights two fundamental aspects of max-algebra: its combinatorial nature and a specific way of dealing with the virtual non-existence of inverse matrices due to the lack of subtraction. In the latter case the significance of dual operators, matrix conjugation and extension of the ground set by an upper bound is demonstrated.

[1]  Raymond A. Cuninghame-Green,et al.  Projections in minimax algebra , 1976, Math. Program..

[2]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[3]  Kenneth Steiglitz,et al.  Combinatorial Optimization: Algorithms and Complexity , 1981 .

[4]  U. Zimmermann Linear and combinatorial optimization in ordered algebraic structures , 1981 .

[5]  Finitely generated Moduloïds , 1988 .

[6]  Finitely generated moduloids—the existence and unicity problem for bases , 1988 .

[7]  Siegfried Helbig,et al.  On Carathéodory's and Krein-Milman's theorems in fully ordered groups , 1988 .

[8]  A. Wyner,et al.  Analysis and Optimization of Systems , 1988 .

[9]  Edouard Wagneur,et al.  Moduloïds and pseudomodules 1. Dimension theory , 1989, Discret. Math..

[10]  Peter Butkovic,et al.  Strong Regularity of Matrices - A Survey of Results , 1994, Discret. Appl. Math..

[11]  Kenneth H. Rosen Handbook of Discrete and Combinatorial Mathematics , 1999 .

[12]  Peter Butkovič,et al.  Max-Algebra - the Linear Algebra of Combinatorics? , 2002 .

[13]  S. Gaubert,et al.  Invertibility of functional Galois connections , 2002 .

[14]  M. Joswig Tropical Halfspaces , 2003, math/0312068.

[15]  Katarína Cechlárová,et al.  Soluble approximation of linear systems in max-plus algebra , 2003, Kybernetika.

[16]  J. Quadrat,et al.  Supported by the Austrian Federal Ministry of Education, Science and CultureMAX-PLUS CONVEX SETS AND FUNCTIONS , 2022 .

[17]  B. Sturmfels,et al.  Tropical Convexity , 2003, math/0308254.

[18]  J. Quadrat,et al.  Duality and separation theorems in idempotent semimodules , 2002, math/0212294.

[19]  Raymond Cuninghame-Green,et al.  Bases in max-algebra , 2004 .

[20]  Victor Pavlovich Maslov,et al.  Idempotent Mathematics and Mathematical Physics , 2005 .

[21]  Stéphane Gaubert,et al.  Projection and Aggregation in Maxplus Algebra , 2006 .

[22]  Ricardo D. Katz,et al.  Max-Plus Convex Geometry , 2006, RelMiCS.

[23]  H. Schneider,et al.  Generators, extremals and bases of max cones , 2006, math/0604454.

[24]  Max-plus definite matrix closures and their eigenspaces , 2005, math/0506177.

[25]  Ricardo D. Katz,et al.  The Minkowski theorem for max-plus convex sets , 2006, math/0605078.

[26]  P. Butkovic Permuted max-algebraic eigenvector problem is NP-complete , 2008 .

[27]  Luca Zaccarian,et al.  Current Trends in Nonlinear Systems and Control , 2009 .

[28]  S. Sergeev,et al.  Tropical and Idempotent Mathematics , 2009 .

[29]  János Pach,et al.  Combinatorial and Computational Geometry , 2011 .

[30]  Bernhard Möller,et al.  Relations and Kleene Algebras in Computer Science , 2008, J. Log. Algebraic Methods Program..