Abstract
The principle of dimensional homogeneity, which asserts that any system of equations describing a physical phenomenon should be consistent with respect to physical dimensions, is shown to imply a kind of total unimodularity of the physically-dimensioned coefficient matrix of the (linearized) system. This fact can be utilized in the structural approach to systems analysis in a number of ways; for example, it is useful in formulating some problems concerning dynamical systems in matroid-theoretic terms as well as in reducing the computational complexity needed to solve them by combinatorial algorithms.
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References
T. Aoki, S. Hosoe and Y. Hayakawa, Structural controllability for linear systems in descriptor form (in Japanese). Trans. Soc. Instr. Control Engineers19 (1983), 628–635.
O. Aono, Dimensions and Dimensional Analysis (Jigen to Jigen-Kaiseki, in Japanese). Kyoritsu, Tokyo, 1982.
J. Edmonds, Minimum partition of a matroid into independent subsets. J. Nat. Bur. Stand.69B (1965), 67–72.
S. Fujishige, An algorithm for finding an optimal independent linkage. J. Oper. Res. Soc. Japan20 (1977), 59–75.
F. R. Gantmacher, The Theory of Matrices. Chelsea, New York, 1959.
Y. Hayakawa, S. Hosoe and M. Ito, Dynamical degree and controllability for linear systems with intermediate standard form (in Japanese). Trans. Inst. Electr. Comm. Engin. JapanJ64-A (1981), 752–759.
H. E. Huntley, Dimensional Analysis. Macdonald & Co., London, 1952.
M. Iri, A practical algorithm for the Menger-type generalization of the independent assignment problem. Math. Prog. Study8 (1978), 88–105.
M. Iri, A review of recent work in Japan on principal partitions of matroids and their applications. Ann. New York Acad. Sci.319 (1979), 306–319.
M. Iri, Applications of matroid theory. Mathematical Programming—The State of the Art (eds. A. Bachem, M. Grötschel and B. Korte), Springer, Berlin, 1983, 158–201.
M. Iri and S. Fujishige, Use of matroid theory in operations research, circuits and systems theory. Internat. J. Systems Sci.12 (1981), 27–54.
M. Iri and N. Tomizawa, A unifying approach to fundamental problems in network theory by means of matroids. Electron. Comm. Japan58-A (1975), 28–35.
F. J. de Jong, Dimensional Analysis for Economists. Contributions to Economic Analysis 50, North-Holland, Amsterdam, 1967.
S. Kodama and M. Ikeda, On representations of linear dynamical systems (in Japanese). Trans. Inst. Electron. Comm. Engin. JapanJ56-D (1973), 553–560.
H. L. Langhaar, Dimensional Analysis and Theory of Models. John Wiley and Sons, New York, 1951.
E. L. Lawler, Combinatorial Optimization: Networks and Matroids. Holt, Rinehalt and Winston, New York, 1976.
C.-T. Lin, Structural controllability. IEEE Trans. Automat. Control, AC-19 (1974), 201–208.
D. G. Luenberger, Dynamic equations in descriptor form. IEEE Trans. Automat. Control, AC-22 (1977), 312–321.
D. G. Luenberger, Time-invariant descriptor systems. Automatica14 (1978), 473–480.
T. Matsumoto and M. Ikeda, Structural controllability based on intermediate standard forms (in Japanese). Trans. Soc. Instr. Control Engineers,19 (1983), 601–606.
K. Murota, Structural Solvability and Controllability of Systems. Doctor’s dissertation, Univ. Tokyo, 1983.
K. Murota, Structural controllability of a system with some fixed coefficients (in Japanese). Trans. Soc. Instr. Control Engineers19 (1983), 683–690.
K. Murota, Structural controllability of a system in descriptor form expressed in terms of bipartite graphs (in Japanese). Trans. Soc. Instr. Control Engineers20 (1984), 272–274.
K. Murota, Refined formulation of structural controllability of descriptor systems by means of matroids. Discussion Paper Series 258, Inst. Socio-Econom. Planning, Univ. Tsukuba, 1985.
K. Murota and M. Iri, Structural solvability of systems of equations—A mathematical formulation for distinguishing accurate and inaccurate numbers in structural analysis of systems. Japan J. Appl. Math.2 (1985), 247–271.
O. Ore, Graphs and matching theorems. Duke Math. J.22 (1955), 625–639.
B. Petersen, Investigating solvability and complexity of linear active networks by means of matroids. IEEE Trans. Circuits and Systems, CAS-26 (1979), 330–342.
A. Recski, Unique solvability and order of complexity of linear networks containing memorylessn-ports. Internat. J. Circuit Theory Appl.7 (1979), 31–42.
A. Recski, Sufficient conditions for the unique solvability of linear memoryless 2-ports. Internat. J. Circuit Theory Appl.8 (1980), 95–103.
A. Recski and M. Iri, Network theory and transversal matroids. Discrete Appl. Math.2 (1980), 311–326.
R. W. Shields and J. B. Pearson, Structural controllability of multiinput linear systems. IEEE Trans. Automat. Control, AC-21 (1976), 203–212.
N. Tomizawa and M. Iri, An algorithm for determining the rank of a triple matrix productAXB with application to the problem of discerning the unique solution in a network. Electron. Comm. Japan,57-A (1974), 50–57.
N. Tomizawa and M. Iri, An algorithm for solving the “independent assignment problem” with application to the problem of determining the order of complexity of a network (in Japanese). Trans. Inst. Electron. Comm. Engin. Japan57A (1974) 627–629.
G. C. Verghese, B. C. Levy and T. Kailath, A generalized state-space for singular systems. IEEE Trans. Automat. Control, AC-26 (1981), 811–831.
B. L. van der Waerden, Algebra. Springer, Berlin, 1955.
D. J. A. Welsh, Matroid Theory. Academic Press, London, 1976.
T. Yamada and D. G. Luenberger, Generic properties of column-structured matrices. Linear Algebra Appl.65 (1985), 189–206.
E. L. Yip and R. F. Sincovec, Solvability, controllability, and observability of continuous descriptor systems. IEEE Trans. Automat. Control, AC-26 (1981), 702–707.
W. H. Cunningham, Matroid partition and intersection algorithms. Dept. Math. Stat., Carleton Univ., 1984.
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Murota, K. Use of the concept of physical dimensions in the structural approach to systems analysis. Japan J. Appl. Math. 2, 471–494 (1985). https://doi.org/10.1007/BF03167086
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DOI: https://doi.org/10.1007/BF03167086