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MATLAB Mathematics - SERC - Index of

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1 Matrices and Linear Algebra<br />

0.9<br />

0.85<br />

0.8<br />

0.75<br />

0.7<br />

0.65<br />

0.6<br />

0.55<br />

0.5<br />

0 0.5 1 1.5 2 2.5<br />

A rectangular matrix A is rank deficient if it does not have linearly independent<br />

columns. If A is rank deficient, the least squares solution to AX = B is not<br />

unique. The backslash operator, A\B, issues a warning if A is rank deficient and<br />

produces a least squares solution that has at most rank(A) nonzeros.<br />

Underdetermined Systems<br />

Underdetermined linear systems involve more unknowns than equations. The<br />

solution to such underdetermined systems is not unique. The matrix left<br />

division operation in <strong>MATLAB</strong> finds a basic solution, which has at most m<br />

nonzero components.<br />

Here is a small, random example:<br />

R = [6 8 7 3; 3 5 4 1]<br />

R =<br />

6 8 7 3<br />

3 5 4 1<br />

rand('state', 0);<br />

1-20

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