Some Applications
Related To The Material of This Course
Below are
a dozen or so exercises that show some of the range of applications of Multivariable
Calculus. You should be able to solve these problems and similar ones by
the end of the course. If applications like these appeal to you, then you will
enjoy applying the tools and techniques you will be learning in our class.
8.
A Toddler’s Surface Area. At
age 2 years, a typical boy is 86 cm tall, weighs 13 kg and is growing at a ate
of 9 cm/year and 2 kg/year. Use the Dubois and DuBois surface area formula for weight x and height y to estimate the rate at which the body surface area is growing.
9.
Hardy-Weinberg Three alleles (alternative forms of
a gene) A, B and O determine the four human blood types: A (AA or AO), B (BB or
BO), O (OO) and AB. The Hardy-Weinberg law
asserts that the proportion of individuals in a population who carry two
different alleles is given by the formula where p, q, and r are the proportions
of alleles A, B, and O, respectively, in the population. Show that P must be
les than or equal to 2/3
10. Cobb-Douglas Production Functions If x units of capital and y units of labor are required to
manufacture f(x,y) units of a certain
commodity, the Cobb-Douglas production function is defined by where k is a constant and a and b are positive
numbers a + b = 1. Suppose that
and that each
unit of capital costs C dollars and
each unit of labor costs L
dollars. If the total amount available
for these costs is M dollars, so xC + yL = M, how many units of
capital and labor will maximize production?
11. Volume of the earth. Because of rotation, the earth is not perfectly
spherical bt is slightly flattened at the poles, with a polar radius of 6356 km
and an equatorial radius of 6378 km. As a result, the shape of the earth’s
surface can be approximated by the ellipsoid with a = b
= 6378 and c = 6356. Estimate the
volume of the earth.
12.
Gypsy Moths on the Loose. We
can model the spread of an aerosol in the atmosphere by a combination of wind
and diffusion using a function of three variables. The concentration of the aerosol reaches a
steady state independent of time at a point x given by if
the aerosol is released from the origin and the wind is blowing in the positive
x-direction with velocity v0. Here Q is the rate of release of the chemical and
sy,
sz
and n are empirically determined
constants. We measure distance in centimeters, velocity in centimeters per
second, and concentration in parts per cubic centimeter. The values sy
= 0.4, sz = 0.2
and n = 0.25 give good results for
wind velocities less than 500 cm/s. Among other applications, we can model the
diffusion of insect pheromones.
Pheromones are “odor” chemicals
released by animals for chemical communication within a species. For a single
female gypsy moth, Q is on the order
of 3 ´ 1013
particles per cubic centimeter. Given that a male gypsy moth can detect as few as 10
0 particles per cubic cm, use the Lagrange multipliers method to determine the
maximum distance downward from a female
moth that a male moth can detect a female gypsy moth.
13. Optimal
Investment Policy. An organization
wants to determine an optimal allocation of investment between labor and
capital stock over an extended period of time, beginning at time t = 0 and ending at time t = T (which may be infinite). If s and e represent the fraction of the output
allocated to investment in capital stock and human labor, respectively, then we
want to choose s and e so that we maximize . Here w
represents fractional employment, f(r/w)
is the output per employed worker, r
is the capital-labor ratio, and g
is the consumption rate. Note that we require
where n is the rate of growth of population
and d
is the rate of depreciation of capital and
we also need
where m is the
death rate. Use Stokes’s Theorem to find the optimal allocation plan.