====== Differences ====== This shows you the differences between two versions of the page.
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gibson:teaching:fall-2013:math445:lecture11 [2013/10/09 19:17] gibson |
gibson:teaching:fall-2013:math445:lecture11 [2013/10/09 19:27] (current) gibson |
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Below are two sample codes for making contour plots of a | Below are two sample codes for making contour plots of a | ||
function of two variables. In the first sample code, the | function of two variables. In the first sample code, the | ||
- | function f is expressed as a function of two separate scalar | + | function $f(x,y) = x^2 + y^2$ is expressed as a function |
- | variables x and y. | + | of two separate scalar variables x and y. |
<code> | <code> | ||
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</code> | </code> | ||
- | The second script expresses f as a function of a vector variable x. | + | The second script suggests a good initial guess for zeros of |
+ | the function | ||
+ | |||
+ | <latex> | ||
+ | f\left(\begin{array}{c} x_1 \\ x_2 \end{array}}\right) = | ||
+ | \left(\begin{array}{l} x_1^2 + x_2^2 - 7 \\ x_1^{-1} - x_2 \end{array} \right) | ||
+ | </latex> | ||
+ | |||
+ | i.e. points $x$ for which $f(x) = 0$. The script plots contour lines near $f_1=0$ and $f_2=0$. | ||
+ | The intersection of these curves are points where both components of $f$ are near zero, and | ||
+ | so serve as good guesses for a Newton search. | ||
<code> | <code> |