Chapter 12

Calculus for the Life Sciences: A Modeling Approach Volume I · 22 exercises

Problem 1

Find a bound on the error of the Taylor's polynomial approximation anchored at \(a=0\) and of indicated degree to a. \(f(x)=\cos x,\) of degree \(2,\) on \([0, \pi / 4]\). b. \(f(x)=e^{x},\) of degree 4 on [0,1] . c. \(f(x)=\cos x,\) of degree 4 on \([0, \pi / 2]\). d. \(f(x)=\sin x,\) of degree \(5,\) on \([0, \pi / 2]\). e. \(f(x)=\ln (1+x)\) of degree 5 on \([0,1 / 2]\). f. \(f(x)=\sin x\) of degree 4 on \([0, \pi / 4\).

7 step solution

Problem 1

a. Compute the fourth degree polynomial, $$ p(x)=\pi_{0}+\pi_{1}(x-1)^{2}+\pi_{2}(x-1)^{2}+\pi_{3}(x-1)^{3}+\pi_{4}(x-1)^{4} $$ that matches \(f(x)=\ln x\) at the anchor point \(a=1\). b. From the pattern of coefficients in \(p\), guess the fifth degree term of a fifth degree polynomial that matches \(f(x)=\ln x\) at the anchor point \(a=1\)

1 step solution

Problem 1

Draw the graphs of $$ f(x)=\sin x \quad \text { and } \quad p(x)=x-\frac{x^{3}}{3 !}+\frac{x^{5}}{5 !} \quad \text { for } \quad-7 \frac{\pi}{10} \leq x \leq 7 \frac{\pi}{10} $$ The graphs should be indistinguishable on \(-\frac{\pi}{2} \leq x \leq \frac{\pi}{2}\). The largest separation on \(-\frac{\pi}{2} \leq x \leq \frac{\pi}{2}\) occurs at \(x=\frac{\pi}{2}\left(\right.\) and \(\left.x=-\frac{\pi}{2}\right)\). Compute \(f\left(\frac{\pi}{2}\right), p\left(\frac{\pi}{2}\right)\), and the relative error in the approximation \(f\left(\frac{\pi}{2}\right) \doteq p\left(\frac{\pi}{2}\right)\).

4 step solution

Problem 1

Show that the following functions are invertible. a. \(\quad f(x)=x^{2} \quad 0 \leq x\) b. \(f(x)=\frac{1}{x} \quad 0

9 step solution

Problem 1

For each of the functions, \(F\), draw a graph of \(F\) and the secant through \((a, F(a))\) and \((b, F(b))\) and a tangent to the graph of \(F\) that is parallel to the secant. a. \(\quad F(x)=\frac{1}{x}, \quad[a, b]=[1 / 2,2]\) b. \(\quad F(x)=\frac{1}{x^{2}+1}, \quad[a, b]=[-1,1]\) c. \(\quad F(x)=e^{x}, \quad[a, b]=[0,2]\) d. \(\quad F(x)=\sin x, \quad[a, b]=[0, \pi / 2]\)

8 step solution

Problem 2

Suppose \(y(t)\) solves $$ y^{\prime}=k y(t)(1-y(t)) \quad \text { and } \quad z(t)=M y(k t) $$ Show that \(z(t)\) solves $$ z^{\prime}(t)=k z(t)\left(1-\frac{z(t)}{M}\right) $$

5 step solution

Problem 2

Find a cubic polynomial, \(p(x)=p_{0}+p_{1} x+p_{2} x^{2}+p_{3} x^{3}\) that matches \(f(x)=e^{x}\) at \(a=0 .\) To do so, you should complete the following table. You should conclude from the table that $$ p(x)=1+x+\frac{x^{2}}{2}+\frac{x^{3}}{3 !} $$ is the cubic polynomial that matches \(f(x)=e^{x}\) at \(a=0\). Draw the graphs of \(f(x)=e^{x}\) and \(p(x)=1+x+x^{2} / 2+x^{3} / 6\) on \(-1 \leq x \leq 1\). You should find a pretty good match. The maximum separation occurs at \(x=1\) with a maximum $$ =\frac{\left|1+1+1 / 2+1 / 6-e^{1}\right|}{e^{1}} \doteq \frac{|2.6666-2.71828|}{e^{1}} \doteq 0.02 $$ There is about a \(2 \%\) relative error at \(x=1\) Compute the relative error in the approximation, \(e^{-1} \doteq p(-1)\).

5 step solution

Problem 2

Suppose you are measuring the growth of a corn plant, and observe that a. The plant is \(14 \mathrm{~cm}\) tall at 10: 00 am Monday and \(15.5 \mathrm{~cm}\) tall at \(10: 00 \mathrm{am}\) on Tuesday. What is your best guess for the height of the plant at \(10: 00 \mathrm{am}\) on Thursday? b. The plant is \(14 \mathrm{~cm}\) tall at 10: 00 am on Monday, \(15.5 \mathrm{~cm}\) tall at \(10: 00 \mathrm{am}\) on Tuesday, and \(17.5 \mathrm{~cm}\) tall at \(10: 00 \mathrm{am}\) on Wednesday. What is your best guess for the height of the plant at 10:00 am on Thursday?

4 step solution

Problem 2

Find the intervals on which \(f\) is increasing. Identify the local minima and local maxima. Plot the local minima and local maxima on a graph, and sketch a candidate graph of the function. a. \(f(x)=x^{2}-3 x+7\) b. \(f(x)=-x^{2}+5 x+16\) c. \(f(x)=3 x^{4}+8 x^{3}-6 x^{2}-24 x+17\) d. \(f(x)=x^{5}-5 x+2\) e. \(f(x)=x^{4}+4 x+8\) f. \(f(x)=x \ln x\) g. \(f(x)=x e^{-x}\) h. \(f(x)=x^{2} e^{-x}\)

6 step solution

Problem 3

Rearrange the formula, Equation 12.14, \(f(b)=f(a)+f^{\prime}\left(c_{0}\right)(b-a)\) and show that it is the a statement of the Mean Value Theorem.

4 step solution

Problem 3

Find a number \(c\) between \(a\) and \(b\) for which \(f^{\prime}(c)=f(b)-f(a) /(b-a)\). a. \(f(t)=t^{4} \quad[a, b]=[0,1]\) b. \(f(t)=t^{3}-3 t^{2}+3 t \quad[a, b]=[1,2]\) c. \(f(t)=t^{3}-3 t^{2}+3 t \quad[a, b]=[1,2]\) d. \(f(t)=\ln t \quad[a, b]=[1, e]\)

5 step solution

Problem 4

What is your best estimate of the adult avian population for January 1,2012 based on the following data? Which of the estimates for the four cases seems unlikely. $$ \begin{array}{|c|r|r|r|} \hline {\text { Adult Avian Census }} \\ \hline & \text { Jan 1, 2009 } & \text { Jan 1, 2010 } & \text { Jan 1, 2011 } \\\ \hline \text { Case 1. } & 1000 & 1050 & 1110 \\ \text { Case 2. } & 1000 & 1050 & 1100 \\ \text { Case 3. } & 1000 & 950 & 920 \\ \text { Case 4. } & 1000 & 980 & 1010 \\ \hline \end{array} $$

6 step solution

Problem 4

Find the quadratic polynomial, \(p(x)=p_{0}+p_{1} x+p_{2} x^{2},\) that matches \(f(x)=\cos x\) at the anchor point, \(a=0\). Draw the graphs of \(f(x)\) and \(p(x)\) and discuss the accuracy of the approximation, \(\cos \left(\frac{\pi}{4}\right) \doteq p\left(\frac{\pi}{4}\right)\).

7 step solution

Problem 4

Find \(p_{0}, p_{1}\), and \(p_{2}\) for which the polynomial, \(p(t)=p_{0}+p_{1} t+p_{2} t^{2}\), satisfies a. \(p(0)=5, \quad p^{\prime}(0)=-2,\) and \(p^{\prime \prime}(0)=\frac{1}{3}\). b. \(p(0)=1, \quad p^{\prime}(0)=0, \quad\) and \(\quad p^{\prime \prime}(0)=-\frac{1}{2}\). c. \(p(0)=0, \quad p^{\prime}(0)=1, \quad\) and \(\quad p^{\prime \prime}(0)=0\). d. \(p(0)=1, \quad p^{\prime}(0)=0, \quad\) and \(\quad p^{\prime \prime}(0)=-1\). e. \(p(0)=1, \quad p^{\prime}(0)=1, \quad\) and \(\quad p^{\prime \prime}(0)=1\). f. \(p(0)=17, p^{\prime}(0)=-15,\) and \(p^{\prime \prime}(0)=12\).

8 step solution

Problem 4

Show that the following functions are invertible. a. \(\quad F(t)=e^{t}\) b. \(\quad F(t)=\tan t, \quad-\frac{\pi}{2}

8 step solution

Problem 5

Add the two versions of Taylor's third order polynomial with error, Equation 12.17: $$ \begin{array}{l} f(a+h)=f(a)+f^{\prime}(a) h+\frac{f^{(2)}(a)}{2 !} h^{2}+\frac{f^{(3)}(a)}{3 !} h^{3}+\frac{f^{(4)}\left(c_{1}\right)}{3 !} h^{4} \\ f(a-h)=f(a)-f^{\prime}(a) h+\frac{f^{(2)}(a)}{2 !} h^{2}-\frac{f^{(3)}(a)}{3 !} h^{3}+\frac{f^{(4)}\left(c_{2}\right)}{4 !} h^{4}, \end{array} $$ and solve for \(f^{(2)}(a)\). You should find that (after a slight alteration) $$ f^{(2)}(a)=\frac{f(a+h)-2 f(a)+f(a-h)}{h^{2}}-\frac{f^{(4)}\left(c_{1}\right)+f^{(4)}\left(c_{2}\right)}{2} \frac{h^{2}}{12} $$ Use the intermediate value property to argue that there is a number \(c\) such that $$ f^{(2)}(a)=\frac{f(a+h)-2 f(a)+f(a-h)}{h^{2}}-f^{(4)}(c) \frac{h^{2}}{12} $$ This provides a good formula for approximating second derivatives.

5 step solution

Problem 5

Find the fourth degree polynomial, \(p(x)=p_{0}+p_{1} x+p_{2} x^{2}+p_{3} x^{3}+p_{4} x^{4}\), that matches \(f(x)=\cos x\) at the anchor point, \(a=0\). Draw the graphs of \(f(x)\) and \(p(x)\) and discuss the accuracy of the approximation, \(\cos \left(\frac{\pi}{4}\right) \doteq p\left(\frac{\pi}{4}\right)\).

5 step solution

Problem 5

Show that for the function $$ F(h)=(1+h)^{1 / h} \quad F^{\prime}(h)<0 \quad \text { for } \quad 0

7 step solution

Problem 6

Find a cubic polynomial, \(p(x)=p_{0}+p_{1} x+p_{2} x^{2}+p_{3} x^{3}\) that matches \(f(x)=e^{-x}\) at \(a=0\)

7 step solution

Problem 6

The graph of the function \(f\) defined by $$ f(t)=\left\\{\begin{array}{ll} t & \text { for } 0 \leq t<1 \\ 0 & \text { for } t=1 \end{array}\right. $$ is shown in Figure Ex. 12.1.6. It does not have a high point. Furthermore, it does not have a horizontal tangent; yet it satisfies all but one of the hypotheses of Rolle's Theorem. Which hypothesis of Rolle's Theorem does it not satisfy?

5 step solution

Problem 7

Assume that the sixth degree polynomials, \(S(x), C(x),\) and \(E(x)\) that match, respectively, \(\sin x, \cos x,\) and \(e^{x},\) are $$ \begin{array}{l} S(x)=x-\frac{x^{3}}{3 !}+\frac{x^{5}}{5 !} \\ C(x)=1-\frac{x^{2}}{2 !}+\frac{x^{4}}{4 !}-\frac{x^{6}}{6 !} \\ E(x)=1+x+\frac{x^{2}}{2 !}+\frac{x^{3}}{3 !}+\frac{x^{4}}{4 !}+\frac{x^{5}}{5 !}+\frac{x^{6}}{6 !} \end{array} $$ a. Compute \(S^{\prime}(x)\) and compare it with \(C(x)\). b. Compute \(C^{\prime}(x)\) and compare it with \(S(x)\). c. Compute \(E^{\prime}(x)\) and compare it with \(E(x)\). d. (Only for the adventurous.) Let \(i=\sqrt{-1}\). Note that \(i^{2}=-1, i^{3}=i^{2} \cdot i=-i,\) and \(i^{4}=i^{2} \cdot i^{2}=1,\) and continue this sequence. Compute \(E(i \cdot x)\) and write it in terms of \(S(x)\) and \(C(x)\).

4 step solution

Problem 7

Draw the graph of a continuous function \(F\) with domain [1,5] that has a non- negative derivative at every point between 1 and \(5,\) and for which 5 is a local minimum. The next three exercises demonstrate interesting function equivalents of the Axiom of Completeness 5.2 .1 from Section 5.2 .

2 step solution

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