Solution to the set of differential equations from the Lotka-Volterra
model for the Predator-Prey problem
Depiction of solution to simultaneous equations for a
sink with rotational motion
Differential equations often arise in physics as consequences of Newton's second law:
(recall that the notation
means
``take the derivative with respect to t. There
is usually some physical description (often resulting in a
mathematical model) of the force F -
one that relates the force
to the position of the moving particle (such as the distance of a
massive particle from a gravitational source or of an electrically
charged particle from another charged particle) or its velocity
(think of air resistance as an example). The other side of the
equation is purely mathematical, and if the mass of the particle is
constant it involves the derivative of the particle's velocity - in
other words, it involves the second derivative of the
position of the particle. Thus, the mathematical problem that results
from applying Newton's second law often takes the form of a
differential equation for the position as a function of time. Since
the differential equation involves second derivatives of the
position, it is called a second-order differential equation.
Example: Undamped simple harmonic motion.
As a (highly idealized) example, consider the motion of a cart of mass
M attached to a nearby wall by means of a spring (see the figure). The
spring exerts no force when the cart is at its equilibrium position
x = 0. If the cart is displaced by a distance x, then the spring
exerts a restoring force proportional to the displacement and
opposite in direction, i.e., F = -kx, where k is a positive
constant whose magnitude is a measure of the stiffness of the spring
(this expression for the force was postulated by Robert Hooke, and is
sometimes called Hooke's law).

By Newton's second law, we have F = Mx´ ´ = -kx.
We need a function whose second derivative is a negative
multiple of itself. Exponential functions will not do in this situation,
since the second derivative of
is
, and
r² must be positive if r is real.
This provokes the idea of considering the exponentials
of complex numbers (which we could do), or we could just look for
another function.
If you ask Maple to dsolve the differential equation
x´ ´ + x = 0, it will tell you that two possible answers
are: x = sin t and x = cos t.
(Verify this!) The relevant properties of the sine
and cosine functions we need are:

Now we can use the stretch rule from the
previous section to get that two possible solutions to
are
and
.
When you take a course in
differential equations, you will learn that the most general solution
of
is
for constants c_1 and c_2.
How are c_1 and c_2 determined? Often they are determined because we know some initial conditions, i.e., where the cart started and how fast it was going (just like in the falling object problems last week). For instance, suppose you know that
From the differential equation, we see that
. From
x(0) = 1, we see that c_2 = 1 (Why?). Then we have to compute
the derivative:
Then we can use x´ (0) = 6 to get c_1 = 2. The solution of our initial-value problem is

Get more experience with dsolve by tackling exercise
3-14.

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