5 1 Eigenvalues And Eigenvectors Mathematics Libretexts
\( \newcommand{\vecs}[1]{\overset { \scriptstyle \rightharpoonup} {\mathbf{#1}} } \) \( \newcommand{\vecd}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash {#1}}} \) \( \newcommand{\dsum}{\displaystyle\sum\limits} \) \( \newcommand{\dint}{\displaystyle\int\limits} \) \( \newcommand{\dlim}{\displaystyle\lim\limits} \) \( \newcommand{\vecs}[1]{\overset { \scriptstyle \rightharpoonup} {\mathbf{#1}} } \)
\( \newcommand{\vecd}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash {#1}}} \) \( \newcommand{\dsum}{\displaystyle\sum\limits} \) \( \newcommand{\dint}{\displaystyle\int\limits} \) \( \newcommand{\dlim}{\displaystyle\lim\limits} \) What is the asymptotic behavior of this system? What will the rabbit population look like in 100 years?
A simple example is that an eigenvector does not change direction in a transformation: For a square matrix A, an Eigenvector and Eigenvalue make this equation true: Let's do some matrix multiplies to see if that is true. Notice how we multiply a matrix by a vector and get the same result as when we multiply a scalar (just a number) by that vector. We start by finding the eigenvalue. We know this equation must be true:
\( \newcommand{\vecs}[1]{\overset { \scriptstyle \rightharpoonup} {\mathbf{#1}} } \) \( \newcommand{\vecd}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash {#1}}} \) \( \newcommand{\dsum}{\displaystyle\sum\limits} \) \( \newcommand{\dint}{\displaystyle\int\limits} \) \( \newcommand{\dlim}{\displaystyle\lim\limits} \)
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\( \newcommand{\vecs}[1]{\overset { \scriptstyle \rightharpoonup} {\mathbf{#1}} } \) \( \newcommand{\vecd}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash
\( \newcommand{\vecs}[1]{\overset { \scriptstyle \rightharpoonup} {\mathbf{#1}} } \) \( \newcommand{\vecd}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash {#1}}} \) \( \newcommand{\dsum}{\displaystyle\sum\limits} \) \( \newcommand{\dint}{\displaystyle\int\limits} \) \( \newcommand{\dlim}{\displaystyle\lim\limits} \) \( \newcommand{\vecs}[1]{\overset { \scriptstyle \rightharpoonup} {\mathbf{#...
\( \newcommand{\vecd}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash {#1}}} \) \( \newcommand{\dsum}{\displaystyle\sum\limits} \) \( \newcommand{\dint}{\displaystyle\int\limits} \)
\( \newcommand{\vecd}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash {#1}}} \) \( \newcommand{\dsum}{\displaystyle\sum\limits} \) \( \newcommand{\dint}{\displaystyle\int\limits} \) \( \newcommand{\dlim}{\displaystyle\lim\limits} \) What is the asymptotic behavior of this system? What will the rabbit population look like in 100 years?
A Simple Example Is That An Eigenvector Does Not Change
A simple example is that an eigenvector does not change direction in a transformation: For a square matrix A, an Eigenvector and Eigenvalue make this equation true: Let's do some matrix multiplies to see if that is true. Notice how we multiply a matrix by a vector and get the same result as when we multiply a scalar (just a number) by that vector. We start by finding the eigenvalue. We know this e...
\( \newcommand{\vecs}[1]{\overset { \scriptstyle \rightharpoonup} {\mathbf{#1}} } \) \( \newcommand{\vecd}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash
\( \newcommand{\vecs}[1]{\overset { \scriptstyle \rightharpoonup} {\mathbf{#1}} } \) \( \newcommand{\vecd}[1]{\overset{-\!-\!\rightharpoonup}{\vphantom{a}\smash {#1}}} \) \( \newcommand{\dsum}{\displaystyle\sum\limits} \) \( \newcommand{\dint}{\displaystyle\int\limits} \) \( \newcommand{\dlim}{\displaystyle\lim\limits} \)
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