Chapter 15: Problem 14
Evaluate the following limits. $$\lim _{(x, y) \rightarrow(1,-3)}(3 x+4 y-2)$$
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Chapter 15: Problem 14
Evaluate the following limits. $$\lim _{(x, y) \rightarrow(1,-3)}(3 x+4 y-2)$$
These are the key concepts you need to understand to accurately answer the question.
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Floating-point operations In general, real numbers (with infinite decimal expansions) cannot be represented exactly in a computer by floating-point numbers (with finite decimal expansions). Suppose floating-point numbers on a particular computer carry an error of at most \(10^{-16} .\) Estimate the maximum error that is committed in evaluating the following functions. Express the error in absolute and relative (percent) terms. a. \(f(x, y)=x y\) b. \(f(x, y)=\frac{x}{y}\) c. \(F(x, y, z)=x y z\) d. \(F(x, y, z)=\frac{x / y}{z}\)
Graph several level curves of the following functions using the given window. Label at least two level curves with their z-values. $$z=\sqrt{x^{2}+4 y^{2}} ;[-8,8] \times[-8,8]$$
Probability of at least one encounter Suppose in a large group of people, a fraction \(0 \leq r \leq 1\) of the people have flu. The probability that in \(n\) random encounters you will meet at least one person with flu is \(P=f(n, r)=1-(1-r)^{n} .\) Although \(n\) is a positive integer, regard it as a positive real number. a. Compute \(f_{r}\) and \(f_{n^{*}}\) b. How sensitive is the probability \(P\) to the flu rate \(r ?\) Suppose you meet \(n=20\) people. Approximately how much does the probability \(P\) increase if the flu rate increases from \(r=0.1\) to \(r=0.11(\text { with } n \text { fixed }) ?\) c. Approximately how much does the probability \(P\) increase if the flu rate increases from \(r=0.9\) to \(r=0.91\) with \(n=20 ?\) d. Interpret the results of parts (b) and (c).
Check assumptions Consider the function \(f(x, y)=x y+x+y+100\) subject to the constraint \(x y=4\) a. Use the method of Lagrange multipliers to write a system of three equations with three variables \(x, y,\) and \(\lambda\) b. Solve the system in part (a) to verify that \((x, y)=(-2,-2)\) and \((x, y)=(2,2)\) are solutions. c. Let the curve \(C_{1}\) be the branch of the constraint curve corresponding to \(x>0 .\) Calculate \(f(2,2)\) and determine whether this value is an absolute maximum or minimum value of \(f\) over \(C_{1} \cdot(\text {Hint}: \text { Let } h_{1}(x), \text { for } x>0, \text { equal the values of } f\) over the \right. curve \(C_{1}\) and determine whether \(h_{1}\) attains an absolute maximum or minimum value at \(x=2 .\) ) d. Let the curve \(C_{2}\) be the branch of the constraint curve corresponding to \(x<0 .\) Calculate \(f(-2,-2)\) and determine whether this value is an absolute maximum or minimum value of \(f\) over \(C_{2} .\) (Hint: Let \(h_{2}(x),\) for \(x<0,\) equal the values of \(f\) over the curve \(C_{2}\) and determine whether \(h_{2}\) attains an absolute maximum or minimum value at \(x=-2 .\) ) e. Show that the method of Lagrange multipliers fails to find the absolute maximum and minimum values of \(f\) over the constraint curve \(x y=4 .\) Reconcile your explanation with the method of Lagrange multipliers.
Find the absolute maximum and minimum values of the following functions over the given regions \(R .\) \(f(x, y)=x^{2}+y^{2}-2 y+1 ; R=\left\\{(x, y): x^{2}+y^{2} \leq 4\right\\}\) (This is Exercise \(47, \text { Section } 15.7 .)\)
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