Chapter 1: Problem 91
Simplify each expression and write it in the standard form \(a+b i\). \((6-i)(6+i)\)
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Chapter 1: Problem 91
Simplify each expression and write it in the standard form \(a+b i\). \((6-i)(6+i)\)
These are the key concepts you need to understand to accurately answer the question.
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Use the indicated base to logarithmically transform each exponential relationship so that a linear relationship results. Then use the indicated base to graph each relationship either in log or semilog transformed coordinates so that a straight line results. $$ y=2^{x} ; \text { base } 2 $$
Logistic Transformation Suppose that $$ f(x)=\frac{1}{1+e^{-(b+m x)}} $$ where \(b\) and \(m\) are constants. A function of the form (1.15) is called a logistic function. The logistic function was introduced by the Dutch mathematical biologist Verhulst around 1840 to describe the growth of populations with limited food resources. (a) Show that $$ \ln \frac{f(x)}{1-f(x)}=b+m x $$ This transformation is called the logistic transformation. (b) Given some data, a table of values of \(x\), and the function \(f(x)\) at each value \(x\), explain how to plot the data to produce a straight line, and to estimate the constant \(b\) and \(m\) from the model.
Hummingbird Flight Hummingbird wing-beat frequency decreases as bird mass increases. Altshuler et al. (2010) made the following measurements of bird size (measured in mass, \(B\), in \(g\) ) and wind beat frequency (frequency, \(f\), in \(\mathrm{Hz}\) ). \begin{tabular}{lcc} \hline & & Wing Beat \\ Species & Body Mass (B, & Frequency ( \(\boldsymbol{f},\), \\ & Measured in g) & Measured in Hz) \\ \hline Giant hummingbird & \(22.025\) & \(14.99\) \\ Volcano hummingbird & \(2.708\) & \(43.31\) \\ Blue-mantled thornbill & \(6.000\) & \(29.27\) \\ \hline \end{tabular} Assume that there is a power-law dependence of \(f\) upon \(B\) : $$ f=b B^{a} $$ for some constants \(a\) and \(b\). By plotting \(\log f\) against \(\log B\), estimate the parameters \(a\) and \(b\).
The size distribution of zooplankton in a lake is typically a hump-shaped curve; that is, the number of zooplankton of a given size increases with size up to a critical size and then decreases with size for organisms larger than that critical size. Brooks and Dodson (1965) studied the effects of introducing a planktivorous fish in a lake. They found that the composition of zooplankton after the fish was introduced shifted to smaller individuals. In the same coordinate system, sketch the size distribution of zooplankton before and after the introduction of the planktivorous fish.
sketch the graph of each function. Do not use a graphing calculator. (Assume the largest possible domain.) $$ y=\ln (x-3) $$
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