Math 121 - MODULE 3
Math 121 - MODULE 3
Math 121 - MODULE 3
“The rate at which the substances change is proportional to the quantity of substance present at
any time.”
EXPONENTIAL GROWTH
𝑑𝑃
= 𝑘𝑃
𝑑𝑡
𝑑𝑃
( = 𝑘𝑃) 𝑑𝑡
𝑑𝑡
𝑑𝑃 = 𝑘𝑃𝑑𝑡
𝑑𝑃
= 𝑘𝑑𝑡
𝑃
𝑑𝑃
∫ = ∫ 𝑘𝑑𝑡
𝑃
ln 𝑃 = 𝑘𝑡 + 𝑐
𝑒 ln 𝑃 = 𝑒 𝑘𝑡+𝑐
𝑒 ln 𝑃 = 𝑒 𝑘𝑡 • 𝑒 𝑐
𝑃 = 𝑐𝑒 𝑘𝑡
So, when 𝑡 = 0
𝑃(𝑡) = 𝑐𝑒 𝑘𝑡
𝑃(0) = 𝑐𝑒 𝑘(0)
𝑃(0) = 𝑐𝑒 0
𝑃(0) = 𝑐
𝑐 = 𝑃0
Therefore,
𝑷 = 𝑷𝟎 𝒆𝒌𝒕
Systems that exhibit exponential growth increase according to the mathematical model,
𝑷 = 𝑷𝟎 𝒆𝒌𝒕
where 𝑷𝟎 represents the initial state of the system and 𝒌 is a positive constant (𝒌 > 𝟎), called
the growth constant.
Examples:
1. The table below shows the rabbit population on a certain island where 𝑡 is the number of
years beginning with year 2000.
(a) Determine the relative growth rate.
(b) Write a general equation for the population 𝑃(𝑡).
(c) Estimate the population in 2010.
(d) How many years will it take for the population to double?
YEAR POPULATION
2000 1500
2001 1577
2002 1658
2003 1743
2004 1832
2005 1926
Solution:
𝑷(𝒕) = 𝑷𝟎 𝒆𝒌𝒕
To solve for the value of the growth rate
We have to solve for the value of 𝑘.
𝑘, first is to determine 𝑃0 .
𝑃(𝑡) = 𝑃0 𝑒 𝑘𝑡
Base on the table given, 𝑃(0) = 1500 at
First is to identify 𝑃0 , year 2000.
𝑃(0) = 1500
Using the model, we can get the value of
When 𝑡 = 0, 𝑃(0) 𝑃0 .
𝑃(0) = 𝑃0 𝑒 𝑘(0)
1500 = 𝑃0 𝑒 𝑘(0)
1500 = 𝑃0 (1)
𝑃0 = 1500
𝑷(𝒕) = 𝟏𝟓𝟎𝟎𝒆𝒌𝒕
𝑷(𝒕) = 𝟏𝟓𝟎𝟎𝒆𝒌𝒕
Use 𝑡 = 1; 𝑃(1) = 1577 at year 2001
ln 1.0513 = ln 𝑒 𝑘
0. 05 = 𝑘
Answer:
𝒌 = 𝟎.05, which means that the population increases at the rate of 5% every year.
𝑷(𝒕) = 𝟏𝟓𝟎𝟎𝒆𝟎.𝟎𝟓𝒕
(c) Population in 2010
(d) How many years will it take for the population to double?
This means that we will have to get the number of years it will take to have a total
population of 3000 which is twice of 1500.
2 = 𝑒 0.05𝑡
ln 2 = ln 𝑒 0.05𝑡
ln 2 = 0.05𝑡 ln 𝑒
ln 2 = 0.05𝑡
ln 2
𝑡=
0.05
𝑡 = 13.86 𝑦𝑒𝑎𝑟𝑠
For this example, the units on time 𝑡 will be hours, because the growth is being measured in
terms of hours. The beginning amount at 𝑡 = 0 so, for this problem, 𝑃0 = 100. The ending
amount is 𝑃 = 450 at 𝑡 = 6.
𝑃 = 𝑃0 𝑒 𝑘𝑡
At time=0, 𝑃(0) = 𝑃0 = 100
After 6 hours, 𝑃(6) = 450
𝑃(6) = 100𝑒 𝑘(6)
450
= 𝑒 6𝑘
100
4.5 = 𝑒 6𝑘
ln 4.5 = ln 𝑒 6𝑘
ln 4.5 = 6𝑘
𝑘 = 0.25067
Answer:
3. A 25-year old student is offered an opportunity to invest some money in a retirement account
that pays 5 annual interest compounded continuously. How much does the student need to
invest today to have 1,000,000 when she retires at age of 65? What if she could earn 6
annual interest compounded continuously instead?
Solution:
We have,
𝑃 = 1,000,000
𝑡 = 65 − 25 = 40
𝑃 = 𝑃0 𝑒 𝑘𝑡
1,000,000 = 𝑃0 𝑒 0.05(40)
If a quantity grows exponentially, the doubling time is the amount of time it takes the quantity to
double. It is given by
𝐥𝐧 𝟐
Doubling Time =
𝒌
Example:
Assume a population of fish grows exponentially. A pond is stocked initially with 500 fish. After 6
months, there are 1000 fish in the pond. The owner will allow his friend and neighbors to fish on
his pond after the fish population reaches 10,000. When will the owner’s friends be allowed to
fish?
Solution:
It took the population of fish 6 months to double in size. So, if 𝑡 represents time in months, by the
doubling-time formula,
ln 2
6=
𝑘
ln 2
𝑘=
6
Thus, the population is given by,
𝑃 = 𝑃0 𝑒 𝑘𝑡
ln 2
( 6 )(𝑡)
𝑃 = 𝑃0 𝑒
ln 2
( 6 )(𝑡)
1,000,000 = 500𝑒
ln 2
( 6 )(𝑡)
20 = 𝑒
ln 2
( 6 )(𝑡)
ln 20 = ln 𝑒
ln 2
ln 20 = ( )𝑡
6
6 ln 20
=𝑡
ln 2
𝑡 = 25.93
Answer:
The owner’s friends have to wait 𝟐𝟓. 𝟗𝟑 months to fish in the pond
Exponential functions can also be used to model populations that shrink (from disease, for
example), or chemical compounds that break down over time. We say that such systems exhibit
exponential decay, rather than exponential growth. The model is nearly the same, except there
is negative sign in the exponent.
𝑷 = 𝑷𝟎 𝒆−𝒌𝒕
where 𝑷𝟎 represents the initial state of the system and 𝒌 > 𝟎 is a constant, called the decay
constant.
Half-Life
If a quantity decays exponentially, the half-life is the amount of the time it takes the quantity to be
reduced by half. It is given by
𝐥𝐧 𝟐
Half-Life =
𝒌
Example:
(Radiocarbon Dating)
One of the most common applications of an exponential decay model is carbon dating. Carbon-
14 decays (emits a radioactive particle) at a regular and consistent exponential rate. Therefore,
if we know how much carbon was originally present in an object and how much carbon remains,
we can determine the age of the object. The half-life of carbon-14 is approximately 5730
years—meaning, after that many years, half the material has converted from the original
carbon-14 to the new nonradioactive nitrogen-14. If we have 100 g carbon-14 today, how much
is left in 50 years? If an artifact that originally contained 100 g of carbon now contains 10 g of
carbon, how old is it? Round the answer to the nearest hundred years.
Solution:
ln 2
5730 =
𝑘
ln 2
𝑘=
5730
So,
𝑃 = 𝑃0 𝑒 𝑘𝑡
ln 2
−(5730)𝑡
𝑃 = 100𝑒
In 50 years,
ln 2
−(
𝑃 = 100𝑒 5730)(50)
𝑃 = 99.40
1 ln 2
−( )𝑡
= 𝑒 5730
10
𝑡 = 19,035
Answer:
Exercise 1.
1. Suppose a radioactive substance decays at a rate of 3.5% per hour. What percent of the
substance is left after 6 hours?
2. Nadia owns a chain of fast food restaurants that operated 200 stores in 2014. If the rate of
increase is 8 annually, how many stores does the restaurant operate in 2022?
3. A colony of bacteria increases from 300 to 250 in 14 days. Write an exponential growth
function for the number of bacteria in the colony as a function of time.
4. In 1990, a small town had a population of 15,000 people. Since 1990, the town has
increased 3% per year. What was the population in 2019?
Newton’s law of cooling says that an object cools at a rate proportional to the difference between
the temperature of the object and the temperature of the surroundings.
𝑑𝑢
∝ ( 𝑢 − 𝑢𝑜 )
𝑑𝑡
𝑑𝑢
= − 𝑘 ( 𝑢 − 𝑢𝑜 )
𝑑𝑡
𝑑𝑢
= − 𝑘 𝑑𝑡
( 𝑢 − 𝑢𝑜 )
𝑑𝑢
∫ = −𝑘 ∫ 𝑑𝑡
( 𝑢 − 𝑢𝑜 )
ln( 𝑢 − 𝑢𝑜 ) − ln 𝑐 = −𝑘𝑡
( 𝑢 − 𝑢𝑜 )
ln = −𝑘𝑡
𝑐
( 𝑢−𝑢𝑜 )
𝑒 ln 𝑐 = 𝑒 −𝑘𝑡
( 𝑢−𝑢𝑜 )
= 𝑒 −𝑘𝑡
𝑐
𝑢 − 𝑢𝑜 = 𝑐𝑒 −𝑘𝑡
𝒖 = 𝒖𝒂 + 𝒄𝒆−𝒌𝒕
Examples:
1. A thermometer reading 18ºF is brought into a room where the temperature is 70ºF; 1 minute
later the thermometer reading is 31ºF. Determine the temperature reading as a function of
time and in particular. Find the temperature reading 5 minutes after the thermometer is first
brought into the room.
Solution:
𝒕 𝒖 𝒖𝒂
0 18ºF 70ºF
1 31ºF 70ºF
18 = 70 + 𝒄
𝑐 = −52
Thus,
𝒖 = 𝒖𝒂 − 𝟓𝟐𝒆−𝒌𝒕
31 = 70 − 52𝒆−𝒌(𝟏)
31 = 70 − 52𝒆−𝒌
39
𝑒 −𝑘 =
52
Thus,
39
ln 𝑒 −𝑘 = ln
52
39
−𝑘 = ln
52
𝑘 = 0.29
Substitute,
Answer:
𝒖 = 𝒖𝒂 − 𝟓𝟐𝒆−𝟎.𝟐𝟗𝒕
𝑢 = 70 − 52𝑒 −0.29(5)
Answer:
𝒖 = 𝟓𝟕. 𝟔𝟔°𝐅 ≈ 𝟓𝟖°𝐅
2. A thermometer reading 75°F is taken out where the temperature is 20°F. The reading is 30°F,
4 minutes later. Find (a) the thermometer reading 7 minutes after the thermometer was
brought outside, and (b) the time taken for the reading to drop from 75°F to within a half
degree of the air temperature.
Solution:
𝒕 𝒖 𝒖𝒂
0 𝟕𝟓°𝐅 𝟐𝟎°𝐅
4 𝟑𝟎°𝐅 𝟐𝟎°𝐅
7 ? 𝟐𝟎°𝐅
𝒖 = 𝒖𝒂 + 𝒄𝒆−𝒌𝒕
𝑐 = 75 − 20
𝑐 = 55
Substitute,
𝑡 10 0.5
ln = ln
4 55 55
0.5
𝑡 ln 55
=
4 ln 10
55
0.5
4 ln
𝑡= 55
10
ln
55
Answer:
𝒕 = 𝟏𝟏. 𝟎𝟑 𝒎𝒊𝒏𝒔
2. At 1:00 PM, a thermometer reading 70°F is taken outside where the air temperature is
−10°F (10 below zero). At 1:02 PM, the reading is 26°F. At 1:05 PM, the thermometer is
taken back indoors where the air temperature is 70°F. What is the thermometer reading
at 1:09 PM?
Rate of Change of
Substance in a Volume = Rate of Entrance – Rate of Exit
Mathematically,
𝒅𝒙
= 𝒓 𝒊 𝒄𝒊 − 𝒓 𝒐 𝒄𝒐
𝒅𝒕
Where:
𝑟𝑖 − volumetric flow rate at the entrance
𝑉𝑜 − initial volume
𝑥 − the amount of substance at any time 𝑡
Example.
1. A tank contains 80 gallons (gal) of pure water. A brine solution with 2 lb/gal of salt enters at 2
gal/min, and the well stirred mixtures leaves at the same rate. Find (a) the amount of salt in the tank
at any time, and (b) the time at which the brine leasing will contain 1 lb/gal or salt.
Solution:
Brine Solution:
Stirrer
𝑐1 = 2 𝑙𝑏/𝑔𝑎𝑙
IN
OUT
Mixture
𝑐1 = 2 𝑙𝑏/𝑔𝑎𝑙
𝑣𝑜 = 2 𝑔𝑎𝑙/𝑚𝑖𝑛
Exercise 3:
1. A tank contains 200 liters of fluid in which 30 grams of salt are dissolved. Brine containing 1 gram of
salt per liter is then pumped into the tank at the rate of 4 liters per minute and the solution mixed well
is pumped out of the same rate.
(a) Find the number of grams of salt in the tank at any time t in minutes.
(b) Find the amount of salt in the tank after 5 minutes.
𝑮𝒎𝟏 𝒎𝟐
𝑭=
𝒓𝟐
Where:
𝐹 − force of attraction between two heavenly bodies
𝐺 − the universal gravitational constant
𝑚1 , 𝑚2 − respective masses
𝑟 − distance between centers of mass
Let 𝐾 ′ = 𝐺𝑚1 𝑚2
𝑲′
𝑭= − − − − − (𝟏)
𝒓𝟐
By Newton’s Second Law:
𝐹 = 𝑚𝑎
Where:
𝐹 − net force acting on the body
𝑚 − mass of the body
𝑎 − resulting acceleration
From (1)
𝐾′
= 𝑚𝑎
𝑟2
Since the direction of force of the weight of the body is opposite the direction of motion.
𝑟 = 𝑅 (at the surface)
Thus,
𝑘
−𝑔 = 2
𝑅
𝑘 = −𝑔𝑅 2
From
𝑘
𝑎=
𝑟2
−𝑔𝑅 2
𝑎=
𝑟2
By the Chain Rule:
𝑑𝑣 𝑑𝑟 𝑑𝑣 𝑣𝑑𝑣
𝑎= = =
𝑑𝑡 𝑑𝑡 𝑑𝑟 𝑑𝑟
And so,
𝑑𝑣 −𝑔𝑅 2
𝑣 =
𝑑𝑟 𝑟2
𝑣𝑑𝑣 = −𝑔𝑅 2 𝑟 −2 𝑑𝑟
∫ 𝑣𝑑𝑣 = − 𝑔𝑅 2 ∫ 𝑟 −2 𝑑𝑟
𝑣2
= 𝑔𝑅 2 𝑟 −1 + 𝑐
2
𝑣 2 = 2𝑔𝑅 2 𝑟 −1 + 2𝑐
At the earth surface,
𝑣 = 𝑣0 , 𝑟 = 𝑅
𝑣0 2 = 2𝑔𝑅 2 𝑅 −1 + 2𝑐
2𝑐 = 𝑣0 2 − 2𝑔𝑅
Thus,
From the equation, it can be seen that V will remain positive (in outward direction) if and only if
𝑣0 2 − 2𝑔𝑅 ≥ 0. Otherwise the particle will reach a distance r where V will be zero or the moon
will stop after which the body then proceeds back to the earth.
∴ 𝑣0 2 − 2𝑔𝑅 = 0
𝒗𝒆 = √𝟐𝒈𝑹
Example:
1. The radius of the moon is roughly 1080 miles. The acceleration of gravity at the surface of
the moon is about 0.165 g, where g is the acceleration of gravity at the surface of the earth.
Determine the velocity of escape for the moon.
Solution:
𝑔𝑚 = 0.165𝑔
𝑚𝑖
𝑔𝑚 = 0.165 (6.09 x 10− 3 )
𝑠𝑒𝑐 2
𝑚𝑖
𝑔𝑚 = 0.165 (6.09 x 10− 3 )
𝑠𝑒𝑐 2
𝑚𝑖
𝑔𝑚 = 1.00485 x 10−3
𝑠𝑒𝑐 2
𝑅𝑚 = 1080 𝑚𝑖𝑙𝑒𝑠
Exercise 4:
1. Determine, to two significant figures, the velocity of escape of the earth of the celestial
𝑚𝑖
bodies listed below. The data are rough and g may be taken to be 6.1 x 10− 3 .
𝑠𝑒𝑐 2
Sun 28 g 432000
𝑑𝑥
= −𝑘𝑥
𝑑𝑡
𝑑𝑥
= −𝑘𝑑𝑡
𝑥
𝑑𝑥
∫ = −𝑘 ∫ 𝑑𝑡
𝑥
ln 𝑥 = −𝑘𝑡 + 𝑐1
Let 𝑐1 = ln 𝑐,
ln 𝑥 = −𝑘𝑡 + ln 𝑐
𝑥
ln = −𝑘𝑡
𝑐
𝑥
𝑒 ln 𝑐 = 𝑒 −𝑘𝑡
𝒙 = 𝒄𝒆−𝒌𝒕
Where:
𝑥 − amount of unconverted substance
Example:
1. Suppose that a chemical reaction proceeds according to the law given. If half of the substance A
has been converted at the end of 10 seconds, find when the nine-tenths of the substance will have
seen converted.
Solution:
𝑥 = 𝑐𝑒 −𝑘𝑡
When 𝑡 = 0, 𝑥 = 𝐴,
𝐴 = 𝑐𝑒 −𝑘(0)
𝑐=𝐴
Substitute,
𝑥 = 𝐴𝑒 −𝑘𝑡
1
𝐴 = 𝐴𝑒 −𝑘(10)
2
1
1 10
𝑒 −𝑘 =( )
2
Substitute,
𝑡
1 10
𝑥 = 𝐴( )
2
1
When 𝑥 = 𝐴 , 𝑡 =?,
10
𝑡
1 1 10
𝐴 = 𝐴( )
10 2
1 𝑡 1
ln = ln ( )
10 10 2
1
10 ln ( )
𝑡= 10
1
ln ( )
2
Answer:
𝒕 = 𝟑𝟑. 𝟐𝟐𝒔𝒆𝒄𝒐𝒏𝒅𝒔 ≈ 𝟑𝟑 𝒔𝒆𝒄𝒐𝒏𝒅𝒔
Exercise 5:
1. The conversion of substance B follows the law given above. If only a fourth of the substance has
been converted at the end of ten second, find when the nine-tenths of the substance will have
been converted.
Orthogonal Trajectories
The equation,
𝑀𝑑𝑥 + 𝑁𝑑𝑦 = 0
Differentiate,
𝑑𝑦 𝑁
=
𝑑𝑥 𝑀
𝑁𝑑𝑥 − 𝑀𝑑𝑦 = 0
Example:
Find the orthogonal trajectories of the given families of curves.
1. 𝑥 − 4𝑦 = 𝑐
Solution:
𝑥 − 4𝑦 = 𝑐
Differentiate,
𝑑𝑦 1
=
𝑑𝑥 4
The orthogonal trajectories,
𝑑𝑦
= −4
𝑑𝑥
𝑑𝑦 = −4𝑑𝑥
4𝑑𝑥 + 𝑑𝑦 = 0
∫ 4𝑑𝑥 + ∫ 𝑑𝑦 = ∫ 0
Answer:
𝟒𝒙 + 𝒚 = 𝒌
2. 𝑥 2 − 𝑦 2 = 𝑐1
Solution:
𝑥 2 − 𝑦 2 = 𝑐1
Differentiate,
2𝑥𝑑𝑥 − 2𝑦𝑑𝑦 = 0
𝑑𝑦 𝑥
=
𝑑𝑥 𝑦
Orthogonal trajectories,
𝑑𝑦 −𝑦
=
𝑑𝑥 𝑥
𝑑𝑦 −𝑑𝑥
=
𝑦 𝑥
𝑑𝑦 𝑑𝑥
+ =0
𝑦 𝑥
𝑑𝑦 𝑑𝑥
∫ +∫ =∫ 0
𝑦 𝑥
ln 𝑦 + ln 𝑥 = ln 𝑐2
ln 𝑥𝑦 = ln 𝑐2
𝑒 ln 𝑥𝑦 = 𝑒 ln 𝑐2
Answer:
𝒙𝒚 = 𝒄𝟐
Exercise 6:
𝒅𝒗 𝒅𝒉
𝒂(𝒕) = ; 𝒗(𝒕) =
𝒅𝒕 𝒅𝒕
𝒅𝟐 𝒉
𝒈=
𝒅𝒕𝟐
𝑑ℎ
= 𝑔𝑡 + 𝑣0
𝑑𝑡
Integrate one more time to obtain,
𝟏 𝟐
𝒉(𝒕) = 𝒈𝒕 + 𝒗𝟎 𝒕 + 𝒉𝟎
𝟐
The above equation describes the height of a falling object, from an initial height ℎ0 at an initial velocity
𝑣0 , as a function of time.