Abstract
The theorem of this paper is of the same general class as Farkas' Lemma, Stiemke's Theorem, and the Kuhn—Fourier Theorem in the theory of linear inequalities. LetV be a vector subspace ofR n, and let intervalsI 1,⋯, I n of real numbers be prescribed. A necessary and sufficient condition is given for existence of a vector (x 1,⋯, x n) inV such thatx i ∈I i (i = 1, ⋯,n); this condition involves the “elementary vectors” (nonzero vectors with minimal support) ofV ⊥. The proof of the theorem uses only elementary linear algebra.
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References
H.G. Eggleston,Convexity (Cambridge University Press, London, 1958).
D.R. Fulkerson, “Networks, frames, blocking systems”, in: G.B. Dantzig and A.F. Veinott, Jr., eds.,Mathematics of the decision sciences, Lectures in Applied Mathematics, Vol. 11 (Am. Math. Soc., Providence, R.I., 1968) pp. 303–335.
D. Gale,The theory of linear economic models (McGraw-Hill, New York, 1960).
G.J. Minty, “Monotone networks”,Proceedings of the Royal Society London A257 (1960) 194–212.
G.J. Minty, “On the axiomatic foundations of the theories of directed linear graphs, electrical networks and network programming”,Journal of Mathematics and Mechanics 15 (1966) 485–520.
R.T. Rockafellar, “The elementary vectors of a subspace ofR N”, in: R.C. Bose and T.A. Dowling, eds.,Combinatorial mathematics and its applications, Proceedings of the North Carolina conference, Chapel Hill, April 10–14 1967 (University of North Carolina, 1969) pp. 104–127.
J. Stoer and C. Witzgall,Convexity and optimization in finite dimensions I (Springer, Berlin, 1970).
F.A. Valentine,Convex sets (McGraw-Hill, New York, 1964).
R.T. Rockafellar,Convex analysis (Princeton University Press, Princeton, N.J., 1970).
P. Camion, “Modules unimodulaires”,Journal of Combinatorial Theory 4 (1968) 301–362.
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The author at present holds a Senior Scientist Award of the Alexander von Humboldt Stiftung.
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Minty, G.J. A “from scratch” proof of a theorem of Rockafellar and Fulkerson. Mathematical Programming 7, 368–375 (1974). https://doi.org/10.1007/BF01585531
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DOI: https://doi.org/10.1007/BF01585531