ISSN:
1436-4646
Keywords:
15A21
;
20C35
;
93A15
;
Combinatorial canonical form (CCF)
;
group representation theory
;
hierarchical decomposition
;
large-scale system
;
layered mixed (LM-) matrix
;
matroid theory
;
subsystem
Source:
Springer Online Journal Archives 1860-2000
Topics:
Computer Science
,
Mathematics
Notes:
Abstract An algebraic method is proposed for the hierarchical decomposition of large-scale group-symmetric discrete systems into partially ordered subsystems. It aims at extracting “substructures” and “hierarchy” for such systems as electrical networks and truss structures. The mathematical problem considered is: given a parametrized family of group invariant “structured” matricesA, we are to find two constant (=parameter-independent) nonsingular matricesS r andS c such thatS r -1 AS c takes a (common) block-triangular form. The proposed method combines two different decomposition principles developed independently in matroid theory and in group representation theory. The one is the decomposition principle for submodular functions, which has led to the Dulmage—Mendelsohn (DM-) decomposition and further to the combinatorial canonical form (CCF) of layered mixed (LM-) matrices. The other is the full reducibility of group representations, which yields the block-diagonal decomposition of group invariant matrices. The optimality of the proposed method is also discussed.
Type of Medium:
Electronic Resource
URL:
http://dx.doi.org/10.1007/BF01581254
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