ON PROBLEM SOLVING
A
major part of your time in Calculus and other courses is devoted to solving
problems. It is worth your while to
develop sound techniques. Here are a few
suggestions.
Think. Before plunging into a problem, take a moment
to think. Read the problem again. Think about it. What are its essential features? Have you seen a problem like it before? What techniques are needed?
Try
to make a rough estimate of the answer.
It will help you understand the problem and will serve as a check
against unreasonable answers. A car will
not go 1,000 miles in 3 hours; a weight dropped from 10,000 feet will not hit
the earth at 5 mph; the volume of a tank is not -275 gal.
Examine
the data. Be sure you understand what is
given. Translate the data into
mathematical language. Whenever
possible, make a clear diagram and label it accurately. Place axes to simplify computations. If you get stuck, check that you are using
all the data.
Avoid sloppiness.
(a) Avoid
sloppiness in language. Mathematics
is written in English sentences. A
typical mathematical sentence is "y
= 4x + 1." The equal sign is the verb in this sentence;
it means "equals" or "is equal to." The equal sign is not to be used in place of
"and", nor as a punctuation mark.
Quantities
on opposite sides of an equal sign must be equal.
Use
short simple sentences. Avoid pronouns
such as "it" and "which".
Give names and use them. Consider
the following example.
"To
find the minimum of it, differentiate it and set it equal to zero, then solve
it which if you substitute it, it is the minimum."
Better: "To find the minimum of f(x), set its derivative f '(x) equal to zero. Let x0 be the solution
of the resulting equation. Then f(x0) is the minimum value of f(x)."
(b) Avoid
sloppiness in computation. Do
calculations in a sequence of neat, orderly steps. Include all steps except utterly trivial
ones. This will help eliminate errors,
or at least make errors easier to find.
Check any numbers used; be sure that you have not dropped a minus sign
or transposed digits.
(c) Avoid
sloppiness in units. If you start
out measuring in feet, all lengths must be in feet, all areas in square feet,
and all volumes in cubic feet. Do not
mix feet and acres, seconds and years.
(d) Avoid
sloppiness in the answer. Be sure to
answer the question that is asked. If
the problem asks for the maximum value of f(x),
the answer is not the point where the maximum occurs. If the problem asks for a formula, the answer
is not a number.
EXAMPLE Find
the minimum of f(x) = x2 - 2x + 1.
Solution 1:
2x -
2
x =
1
12 - 2 . 1 + 1
0
Unbearable. This is just a collection of marks on the
paper. There is absolutely no indication
of what these marks mean or of what they have to do with the problem. When you write, it is your responsibility to
inform the reader what you are doing.
Assume he is intelligent, but not a mind reader.
Solution 2:
= 2x - 2 = 0 =
2x = 2 = x = 1
=
f(x) = 12 - 2
. 1 + 1 = 0.
Poor.
The equal sign is badly mauled.
This solution contains such enlightening statements as "0 = 2 =
1," and it does not explain what the writer is doing.
Solution 3:
= 2x - 2 =
0, 2x = 2, x = 1.
This is better than Solution 2, but contains two errors.
Error 1: The first statement,
"= 2x - 2 = 0," muddles two separate steps. First the derivative is computed, then the
derivative is equated to zero. Error
2: The solution is incomplete because it
does not give what the problem asks for, the minimum value of f.
Instead, it gives the point x at
which the minimum is assumed.
Solution 4: The derivative of f is
f '
= 2x - 2.
At a minimum, f ' = 0. Hence
2x -
2 = 0, x = 1.
The corresponding value of f is
f(1)
=
12 - 2 . 1 +
1 = 0.
If x
> 1, then f '(x) = 2(x-1) > 0,
so f is increasing. If x
< 1, then f '(x) = 2(x-1) < 0, so f
is decreasing. Hence f is minimal at x =
1, and the minimum values of f is 0.
This
solution is absolutely correct, but long.
For homework assignments the following is satisfactory (check with your
instructor):
Solution 5:
f '(x) = 2x - 2.
At min, f ' = 0, 2x - 2 = 0, x = 1. For x
> 1, f '(x) = 2(x-1) > 0, f: for x < 1, f '(x) = 2(x-1) < 0, f.
Hence x
= 1 yields min,
f min = f(1) = 12 - 2 . 1 + 1 = 0.
The
next solution was submitted by a student who took a moment to think.
Solution 6:
f(x) = x2 - 2x + 1 = (x-1)2 > 0.
But
f(1)
= (1-1)2 = 0.
Hence the minimum value of f(x) is 0.
- from A
First Course in Calculus
by Flanders, Korfhage and Price