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All the World’s a Polynomial Chris Harrow chrish@westminster.net http://casmusings.wordpress.com chrish@westminster.net http://casmusings.wordpress.com
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All the World’s a Polynomial Historically, students struggle to understand the utility and origins of Taylor Series. This session makes use of local linearity and statistical regressions to explain tangent lines in a way that is useful to all AP Calculus students before extending the approach to create Taylor Series for AP Calculus BC. This introduction is understandable by both pre-calculus and calculus students. The session will conclude with a student project around a famous Euler problem and techniques for using series to connect circular and hyperbolic trigonometry.
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How can you compute ? Perhaps a graph of near could help.
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But isn’t linear... So make it linear by zooming in (LOCAL LINEARITY), and pick some ordered pairs from the resulting “line”.
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Compute a linear “equivalent” to. But this equation is very close to. So, near,, making.
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How close was the estimate? and So the percentage error is
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Analyzing error Look at the residuals for.
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That looks quadratic! Compute an equation for the linear residuals and use that to enhance your approximation. But this equation is very close to. So,, making.
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Improving the estimate And the percentage error is
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Analyzing error again Look at the residuals for.
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And that looks cubic! Compute an equation for the cubic residuals and use that to enhance your approximation. And this equation is very close to. So,, making.
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A faster way. Compute a cubic regression on the original data. This gives the same result, but faster. I prefer the build up rather than the “black box.”
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Quartic Regressions
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What about sine & cosine?
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That’s suspicious These regressions suggest
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Connections If you can evaluate, then
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Another Strange Result
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Euler You have one series for sine: But what if you thought of sine as a polynomial via its factors? Then,
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Euler 2 But what if you thought of sine as a polynomial via its factors? Then,
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Euler 3 Two polynomials representing the same curve must be equivalent, so Comparing linear terms gives.
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Euler 4 Comparing cubic terms gives... QED
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