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Ch 1.1:
Basic Mathematical Models; Direction Fields
Differential equations are equations containing derivatives.
The following are examples of physical phenomena
involving rates of change:
Motion of fluids
Motion of mechanical systems
Flow of current in electrical circuits
Dissipation of heat in solid objects
Seismic waves
Population dynamics
A differential equation that describes a physical process is
often called a mathematical model.
Example 1: Free Fall (1 of 4)
Formulate a differential equation describing motion of an
object falling in the atmosphere near sea level.
Variables: time t, velocity v
Newton’s 2nd
Law: F = ma = m(dv/dt) ←net force
Force of gravity: F = mg ←downward force
Force of air resistance: F = γ v ←upward force
Then
Taking g = 9.8 m/sec2
, m = 10 kg, γ = 2 kg/sec,
we obtain
vmg
dt
dv
m γ−=
v
dt
dv
2.08.9 −=
Example 1: Sketching Direction Field (2 of 4)
Using differential equation and table, plot slopes (estimates)
on axes below. The resulting graph is called a direction
field. (Note that values of v do not depend on t.)
v v'
0 9.8
5 8.8
10 7.8
15 6.8
20 5.8
25 4.8
30 3.8
35 2.8
40 1.8
45 0.8
50 -0.2
55 -1.2
60 -2.2
vv 2.08.9 −=′
Example 1:
Direction Field Using Maple (3 of 4)
Sample Maple commands for graphing a direction field:
with(DEtools):
DEplot(diff(v(t),t)=9.8-v(t)/5,v(t),
t=0..10,v=0..80,stepsize=.1,color=blue);
When graphing direction fields, be sure to use an
appropriate window, in order to display all equilibrium
solutions and relevant solution behavior.
vv 2.08.9 −=′
Example 1:
Direction Field & Equilibrium Solution (4 of 4)
Arrows give tangent lines to solution curves, and indicate
where soln is increasing & decreasing (and by how much).
Horizontal solution curves are called equilibrium solutions.
Use the graph below to solve for equilibrium solution, and
then determine analytically by setting v' = 0.
49
2.0
8.9
02.08.9
:0Set
=⇔
=⇔
=−⇔
=′
v
v
v
v
vv 2.08.9 −=′
Equilibrium Solutions
In general, for a differential equation of the form
find equilibrium solutions by setting y' = 0 and solving for y:
Example: Find the equilibrium solutions of the following.
,bayy −=′
a
b
ty =)(
)2(352 +=′+=′−=′ yyyyyyy
Example 2: Graphical Analysis
Discuss solution behavior and dependence on the initial
value y(0) for the differential equation below, using the
corresponding direction field.
yy −=′ 2
Example 3: Graphical Analysis
Discuss solution behavior and dependence on the initial
value y(0) for the differential equation below, using the
corresponding direction field.
35 +=′ yy
Example 4:
Graphical Analysis for a Nonlinear Equation
Discuss solution behavior and dependence on the initial
value y(0) for the differential equation below, using the
corresponding direction field.
)2( +=′ yyy
Example 5: Mice and Owls (1 of 2)
Consider a mouse population that reproduces at a rate
proportional to the current population, with a rate constant
equal to 0.5 mice/month (assuming no owls present).
When owls are present, they eat the mice. Suppose that
the owls eat 15 per day (average). Write a differential
equation describing mouse population in the presence of
owls. (Assume that there are 30 days in a month.)
Solution:
4505.0 −= p
dt
dp
Example 5: Direction Field (2 of 2)
Discuss solution curve behavior, and find equilibrium soln.
4505.0 −=′ pp
Example 6: Water Pollution (1 of 2)
A pond contains 10,000 gallons of water and an unknown
amount of pollution. Water containing 0.02 gram/gal of
pollution flows into pond at a rate of 50 gal/min. The mixture
flows out at the same rate, so that pond level is constant.
Assume pollution is uniformly spread throughout pond.
Write a differential equation for the amount of pollution at
any given time.
Solution (Note: units must match)
yy
y
y
005.01
min
gal50
gal10000
gram
min
gal50
gal
gram02.
−=′












−











=′
Example 6: Direction Field (2 of 2)
Discuss solution curve behavior, and find equilibrium soln.
yy 005.01−=′

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Ch01 1

  • 1. Ch 1.1: Basic Mathematical Models; Direction Fields Differential equations are equations containing derivatives. The following are examples of physical phenomena involving rates of change: Motion of fluids Motion of mechanical systems Flow of current in electrical circuits Dissipation of heat in solid objects Seismic waves Population dynamics A differential equation that describes a physical process is often called a mathematical model.
  • 2. Example 1: Free Fall (1 of 4) Formulate a differential equation describing motion of an object falling in the atmosphere near sea level. Variables: time t, velocity v Newton’s 2nd Law: F = ma = m(dv/dt) ←net force Force of gravity: F = mg ←downward force Force of air resistance: F = γ v ←upward force Then Taking g = 9.8 m/sec2 , m = 10 kg, γ = 2 kg/sec, we obtain vmg dt dv m γ−= v dt dv 2.08.9 −=
  • 3. Example 1: Sketching Direction Field (2 of 4) Using differential equation and table, plot slopes (estimates) on axes below. The resulting graph is called a direction field. (Note that values of v do not depend on t.) v v' 0 9.8 5 8.8 10 7.8 15 6.8 20 5.8 25 4.8 30 3.8 35 2.8 40 1.8 45 0.8 50 -0.2 55 -1.2 60 -2.2 vv 2.08.9 −=′
  • 4. Example 1: Direction Field Using Maple (3 of 4) Sample Maple commands for graphing a direction field: with(DEtools): DEplot(diff(v(t),t)=9.8-v(t)/5,v(t), t=0..10,v=0..80,stepsize=.1,color=blue); When graphing direction fields, be sure to use an appropriate window, in order to display all equilibrium solutions and relevant solution behavior. vv 2.08.9 −=′
  • 5. Example 1: Direction Field & Equilibrium Solution (4 of 4) Arrows give tangent lines to solution curves, and indicate where soln is increasing & decreasing (and by how much). Horizontal solution curves are called equilibrium solutions. Use the graph below to solve for equilibrium solution, and then determine analytically by setting v' = 0. 49 2.0 8.9 02.08.9 :0Set =⇔ =⇔ =−⇔ =′ v v v v vv 2.08.9 −=′
  • 6. Equilibrium Solutions In general, for a differential equation of the form find equilibrium solutions by setting y' = 0 and solving for y: Example: Find the equilibrium solutions of the following. ,bayy −=′ a b ty =)( )2(352 +=′+=′−=′ yyyyyyy
  • 7. Example 2: Graphical Analysis Discuss solution behavior and dependence on the initial value y(0) for the differential equation below, using the corresponding direction field. yy −=′ 2
  • 8. Example 3: Graphical Analysis Discuss solution behavior and dependence on the initial value y(0) for the differential equation below, using the corresponding direction field. 35 +=′ yy
  • 9. Example 4: Graphical Analysis for a Nonlinear Equation Discuss solution behavior and dependence on the initial value y(0) for the differential equation below, using the corresponding direction field. )2( +=′ yyy
  • 10. Example 5: Mice and Owls (1 of 2) Consider a mouse population that reproduces at a rate proportional to the current population, with a rate constant equal to 0.5 mice/month (assuming no owls present). When owls are present, they eat the mice. Suppose that the owls eat 15 per day (average). Write a differential equation describing mouse population in the presence of owls. (Assume that there are 30 days in a month.) Solution: 4505.0 −= p dt dp
  • 11. Example 5: Direction Field (2 of 2) Discuss solution curve behavior, and find equilibrium soln. 4505.0 −=′ pp
  • 12. Example 6: Water Pollution (1 of 2) A pond contains 10,000 gallons of water and an unknown amount of pollution. Water containing 0.02 gram/gal of pollution flows into pond at a rate of 50 gal/min. The mixture flows out at the same rate, so that pond level is constant. Assume pollution is uniformly spread throughout pond. Write a differential equation for the amount of pollution at any given time. Solution (Note: units must match) yy y y 005.01 min gal50 gal10000 gram min gal50 gal gram02. −=′             −            =′
  • 13. Example 6: Direction Field (2 of 2) Discuss solution curve behavior, and find equilibrium soln. yy 005.01−=′