#15: OPTIMIZATION
Optimization
is the process of finding values that make a given quantity the largest - or smallest -
possible
within certain constraints. If you can write the given quantity as a function of a single
variable,
then you can use calculus to find the maximum or minimum value.
- Draw a picture! A picture can provide a lot of information in a condensed
format
- Clearly identify the quantity you want to optimize. Give it a variable name and think
about all
the formulas or information you know about the quantity. If you do not have the
formulas
memorized, you may need to look them up.
- Determine the quantities that remain fixed in the problem and which can vary. Give
the ones
that can vary variable names. Even if you do not use all of them, you can easily refer to
the ones
you do need. Besides, until you get the problem completely set up, you don't know
which ones
you will need.
- Use the formulas to write the variable you need to optimize as a function of a
single
variable.
- Determine the domain of the your function that makes sense for your
problem.
- Use calculus to maximize or minimize your function.
- If you
are
having trouble determining a function for the quantity you need, try to find another
variable that,
if you optimize it, you will optimize the original quantity. Ask yourself questions like
What is physically bounding my quantity?, What is the worst case
scenario?
1. Situation:
You want to make an ornate mirror. You have decided that the shape of the frame
will be
elliptical, two feet wide and 3 feet tall. The mirror portion will be a rectangle inscribed
inside the
ellipse. You want to maximize the area of the mirror. That is, you want to find the
dimensions of
the rectangle of greatest area which can be inscribed in the frame.
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- You want to maximize the area of the rectangular section. Since the mirror is
symmetric,
you can look at the upper right quarter of the mirror, and maximize its area. Call the
quarter area
A
- The size and shape of the frame is fixed. If you put the origin of your
coordinate system in the center of the mirror, then find the equation of the edge of the
frame.
- The corner of the rectangle must be on the edge of the frame. From the equation
you have
just written, solve for one of the variables in terms of the other.
- The area of the
quarter
mirror is A = xy. Use the relationship you found between x and y to
find
the area in terms of one variable.
- Determine what values of your variable make sense for this problem.
- Find the
critical points of A.
- Make a table to determine the maximum area.
- Find the dimensions of the rectangular portion of the mirror.
2. Situation:
You are doing some duct work in a
building. You need to get a long piece of metal to the area you are working in. To get to
this area
you need to crawl through the duct which has a right angle turn in it. The width of the
duct before
the turn is 3 feet. The width after the turn is 2.5 feet. What is the longest piece of metal
you can
get around the corner? (Assume the width of the metal can fit into the duct and the
metal can't
bend)
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- You want to find the length of the longest piece of metal that can fit around the
corner.
- The fixed variables are the dimensions of the duct and that the metal must be
straight (can't
bend). To determine equations to formulate this problem, think about what happens to
the piece
of metal if it is too big. The worst case is when the metal just makes it around the
corner,
touching both walls and the inner corner as it squeezes by. Therefore, if you find the
minimum
distance of a line touching both walls and the inner corner, that will give you the biggest
piece of
metal that will fit around the corner. With this new approach, you are looking at the
length of a
line segment between the intercepts touching both
walls and passing through the inner corner which is the point (2.5,3).
Draw a
picture representing this.
- The slope of the line, m, will vary as well as
where the
line touches the walls, at x = a and y = b. Write the equation of the line
through
the point (2.5,3) in terms of the slope m.
- Find the intercepts, a
and
b, in terms of m.
- Find the formula for the length of the line
s in terms of a
and b.
- Write s in terms of b.
- Find the domain of
s.
- Find the critical points for s.
- Make a table.
- Find the length of the largest piece of metal that can get around the
corner.
TRY IT #1: Rework all the above
steps in
the previous problem except find the length of the line s in terms of a.
Verify that you get the same
length for the piece of metal.
- Write the intercept form of a straight line.
- Use the fact that the line goes through the point (2.5,3) to find b
in terms of a.
- Find the formula for the length of the line s in terms of a and
b.
- Write
s in terms of a.
- Find the domain of s.
- Find the critical points for s.
- Make a table.
- Find the length of the largest piece of metal that can get around the corner.
rbyrne@math.cudenver.edu
ROXANNE BYRNE :UNIVERSITY OF
COLORADO AT DENVER: ©:2002, Roxanne Byrne