Example · Undergraduate

Terms

TermThis exampleWhy
symmetric –
positive definite matrix – The matrix \(A = \begin{bmatrix} 1 & 1 \\ -1 & 1 \end{bmatrix}\) is not positive definite under the usual convention, because it is not symmetric, even though $x^{\top} A x = x_1^2 + x_2^2 > 0$ for every nonzero $x$. Authors who do not require symmetry call it positive definite.
positive semidefinite ✗

Distinctions using this example

  • Positive definite vs. positive semidefinite: The matrix \(\begin{bmatrix} 1 & 1 \\ -1 & 1 \end{bmatrix}\) satisfies $x^{\top} A x = x_1^2 + x_2^2 > 0$ for every nonzero $x$, but it is not symmetric, so under the usual convention it is neither positive definite nor positive semidefinite. Authors who do not require symmetry call it positive definite.

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