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Let's
say we have some quantity of stuff, call it "S."
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And
as time passes, the amount of stuff changes. |
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The
rate that the amount of stuff changes as time passes |
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can
be written as a derivative: |
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There
are many situations where the rate that stuff grows |
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depends
on how much stuff we have at the moment. |
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Maybe
sometimes we want to measure time in nanoseconds |
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and
sometimes we want to measure time in hours. |
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The
way to compensate for that is with a constant. |
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Math
types like to use "k" for this constant |
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for
some particular reason. |
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This
equation says: |
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The
rate that the amount of stuff changes as time passes |
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is
equal to the amount of stuff we have times some constant. |
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The
constant could have been put anywhere in the equation |
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but
things work easiest putting it there. |
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The
problems usually go something like this: |
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The
rate that some particular stuff grows |
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is proportional to how much stuff there is at that time. |
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We
start with 10 pounds of stuff (S), |
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4
hours later we have 15 pounds of stuff. |
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When
will we have 20 pounds of stuff? |
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What
we have been asked for is the value of time (t). |
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Our
equation does not have "t," |
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but
it does have the derivative of t (dt). |
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We
have to find the integral of our equation to get t. |
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This
could be difficult to deal with, |
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but
wait! We just saw that: |
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So
let's do some algebra to get dS/S by itself |
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on
one side of the equation. |
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now
find the integral of both sides: |
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(remember
that k is a constant, S and t are variables) |
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Actually,
a constant would be created on both sides, |
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but we can lump it all
together. |
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But
to go any further, we need to find out what C is. |
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The
natural log of the quantity "stuff we have" (ln S) |
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is
equal to the time that's passed (t) |
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times
the unit correcting constant (k) plus ... What? |
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It's
something to do with the quantity of stuff we originally started
with. |
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In
fact it is the quantity of stuff we started with. |
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We
call the quantity of stuff we started with So. |
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The
little o subscript means "Original" stuff. |
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So
replacing the + C, we have: |
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ln S = k t
+ ln So
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When
logs with the same base, in this case e, |
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are
on the same side of the equation we can combine them. |
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So
let's move this puppy around a bit ... |
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Now
a cute little trick, the law of exponents says that ... |
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If X = Y,
then eX = eY
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so
we can say ... |
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The
left side of this thing is pretty nasty, |
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but
a few pages ago we translated the meaning of logs into English. |
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Let's
do that here and see what we get: |
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It
says, e raised to the power that e must be raised to, |
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to
get S/So. |
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That
means: |
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Go
through that again, it's really important. |
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Go
ahead, we'll wait ... |
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So
now we have: |
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Generally,
this is written as: |
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S = Soekt
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This
is probably the most significant, |
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most
often used equation form in all of calculus. |
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So
here's what we've got: |
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S
= Soekt
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S:
A variable, the amount of stuff we have after some time has passed. |
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So:
A variable, the amount of stuff we originally had |
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e:
A constant, 2.71828 ... |
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k:
A constant, we don't know the value of yet. |
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t:
A variable, time, in particular the amount of time that has passed. |
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Variables
can change but constants don't (that's why they are constants) |
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If
we know S, So, and t for any particular time interval |
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we
can calculate k. |
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Then
use that equation for any problem involving that particular
stuff |
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that
we ever see! |
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OK,
Now we're ready to go. |
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The
problem that we had way back when was: |
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The
rate that some particular stuff grows |
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is
proportional to how much stuff there is at that time. |
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STOP! |
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That
sentence means that this is the right equation form to use. |
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One
where the stuff grows based on how much we have at that time. |
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We
start with 10 pounds of stuff (S), |
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4
hours later we have 15 pounds of stuff. |
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STOP! |
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That's
enough information to get us going. |
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We
know how much stuff we started with |
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and
how much stuff we have later, after a certain time. |
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We
have: |
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So
= 10 |
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S
= 15 |
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t
= 4 |
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k
= the thing we want to find |
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So
our equation is: |
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15
= 10e4k
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Now
we solve for k: |
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STEP
1: |
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Lose
the exponent by taking the log (ln) of both sides of the equation. |
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ln
15 = ln 10 + ln e4k
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ln
15 = ln 10 + 4k
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(Don't
forget that ln e means the power that e must be raised to, to get e.
Which is 1)
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STEP
2: |
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Get
k by itself and solve for it. |
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Now
get out your calculator ... |
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k
= 0.10137
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The
entire problem read: |
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We
start with 10 pounds of stuff, |
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4
hours later we have 15 pounds of stuff. |
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When
will we have 20 pounds of stuff? |
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So
now ... |
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So
= 15 |
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S
= 20 |
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k
= 0.10137 |
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t
= what we need to find |
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So
let's do it! |
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Don't
forget, ln e = 1 ! |
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That
means 2.838 hours after the stuff grew to 15 it grew to 20. |
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Notice
that it took 4 hours to grow the 5 from 10 to 15, |
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but
only 2.838 hours to grow the 5 from 15 to 20. |
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Do
you know why? |
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If
you understand what's going on here, you should. |
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Next
Example: |
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Secret
organism "Q" doubles in size every 6 hours, |
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how
long does it take to get 100 times as big? |
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Q = Qoekt
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Step
1: Find k ... |
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Qo
= 1 |
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Q
= 2 |
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t
= 6 |
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k
= the thing we want to find |
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2 =
e6k
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ln
2 = 6k
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k = 0.11552 |
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So
the equation for Secret Organism Q growth is: |
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Q = Qoe0.11552t
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So
to solve the "How long does it take to get 100 times as
big" problem ... |
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Qo
= 1 |
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Q
= 100 |
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k
= 0.11552 |
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t
= the thing we want to find |
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Q = Qoe0.11552t
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100
= e0.11552t |
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ln
100 = 0.11552t |
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t
= 39.86 hours
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Last
Example: |
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Quantity
"D" reduces it's amount to half in 3 hours. |
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How
long does it take for it to reduce it's amount to 1/10? |
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Hey,
this one is getting smaller! |
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No
big deal, it works exactly the same way. |
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Do
will be bigger than D, but so what? |
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Do
= 2 |
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D
= 1 |
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t
= 3 |
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k
= the thing we want to find |
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1 =
2e3k
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ln
1 = ln 2 + 3k
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k
= - 0.2310
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WOW!
If the stuff is getting smaller, k will be negative. |
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THAT
is the only difference. |
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Now
let's find the time it takes D to get one tenth as big ... |
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D = Doekt
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Do
= 10 |
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D
= 1 |
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k
= - 0.2310 |
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t
= the thing we want to find |
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1 = 10e-0.2310t
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ln 1 = ln 10
-0.231t
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t
= 9.968 hours
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So
it takes 9.968 hours for the amount of Quantity D |
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to
be reduced to one tenth of the starting amount. |
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At
the end of a second 9.968 hours, |
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there
will be one tenth as much as there was at the end of the first 9.968
hours. |
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And
so on ... |
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copyright 2005 Bruce Kirkpatrick |
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