solution of linear equations. Suppose A E Rmxn, b exists an a satisfying x > 0, Ax = b ere exists no A with ATA≥0, ATA +0, 6 x ≤ 0. ve the following fact from linear algebra: cx ||

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Separation theorems and supporting hyperplanes
2.20 Strictly positive solution of linear equations. Suppose A E RmXn, be R", with b e R(A).
Show that there exists an x satisfying
x > 0,
Ax = b
if and only if there exists no A with
A" A = 0,
A" A + 0,
Hint. First prove the following fact from linear algebra: cx = d for all x satisfying
Ax = b if and only if there is a vector A such that c= AT A, d = b" X.
Transcribed Image Text:Separation theorems and supporting hyperplanes 2.20 Strictly positive solution of linear equations. Suppose A E RmXn, be R", with b e R(A). Show that there exists an x satisfying x > 0, Ax = b if and only if there exists no A with A" A = 0, A" A + 0, Hint. First prove the following fact from linear algebra: cx = d for all x satisfying Ax = b if and only if there is a vector A such that c= AT A, d = b" X.
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