4.3 KiB
date | type |
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11.09.2024 | math |
Separable ODE
- What is it?
A separable ODE is a type of first-order differential equation where the variables can be separated on opposite sides of the equation. In other words, it can be written in the form:
\frac{dy}{dx} = g(x)h(y),
where the right-hand side is a product of a function of x
and a function of y
. This allows the equation to be rewritten so that all $y$-terms are on one side and all $x$-terms are on the other.
- What are the solution steps?
To solve a separable ODE, follow these steps:
-
Rewrite the equation: Separate the variables by moving all terms involving
y
to one side and all terms involvingx
to the other:\frac{1}{h(y)} \, dy = g(x) \, dx.
-
Integrate both sides: Integrate both sides with respect to their respective variables:
\int \frac{1}{h(y)} \, dy = \int g(x) \, dx.
-
Solve for
y(x)
: Find the general solution by solving fory
in terms ofx
. This may involve finding an explicit or implicit form. -
Apply initial conditions (if any): If an initial condition is provided (e.g.,
y(x_0) = y_0
), substitute it into the general solution to find the particular solution.
Example: Consider the separable ODE:
\frac{dy}{dx} = xy.
Separating variables:
\frac{1}{y} \, dy = x \, dx.
Integrating both sides:
\ln |y| = \frac{x^2}{2} + C.
Solving for y
, we get:
y(x) = Ce^{x^2/2}.
Equidimensional (Euler–Cauchy) Equation
An Equidimensional (Euler–Cauchy) equation is a type of second-order linear differential equation with variable coefficients that are powers of the independent variable x
. It has the form:
x^2 y'' + ax y' + b y = 0,
where a
and b
are constants.
- How do we solve it?
To solve the Euler–Cauchy equation:
-
Use the substitution:
y = x^m
, wherem
is a constant to be determined. -
Find derivatives: Compute
y'
andy''
in terms ofm
:y' = mx^{m-1}, \quad y'' = m(m-1)x^{m-2}.
-
Substitute into the original equation: Substitute
y
,y'
, andy''
into the differential equation and simplify. -
Solve the characteristic equation: The resulting equation will be a quadratic in terms of
m
:m(m-1) + am + b = 0.
Solve this quadratic equation for
m
. -
Form the general solution: Depending on the roots
m_1
andm_2
, the general solution will be:- If
m_1 \neq m_2
:y(x) = C_1 x^{m_1} + C_2 x^{m_2}
. - If
m_1 = m_2
:y(x) = (C_1 + C_2 \ln x) x^{m_1}
.
- If
Example:
Solve x^2 y'' - 4xy' + 6y = 0
.
-
Substitute
y = x^m
,y' = mx^{m-1}
, andy'' = m(m-1)x^{m-2}
. -
The characteristic equation becomes:
m(m-1) - 4m + 6 = 0 \implies m^2 - 5m + 6 = 0.
-
Solving, we find
m_1 = 2
,m_2 = 3
. -
The general solution is:
y(x) = C_1 x^2 + C_2 x^3.
Linear ODEs of Order 1
A linear ODE of order 1 is a first-order differential equation that can be written in the form:
\frac{dy}{dx} + P(x)y = Q(x),
where P(x)
and Q(x)
are functions of x
.
- What are the rules for finding out if
\epsilon
is homogeneous?
An ODE is homogeneous if Q(x) = 0
. Thus, the equation becomes:
\frac{dy}{dx} + P(x)y = 0.
In this case, the solution involves finding an integrating factor:
\mu(x) = e^{\int P(x) \, dx}.
Multiplying through by \mu(x)
makes the left side an exact derivative:
\frac{d}{dx} \left( \mu(x) y \right) = 0,
which can then be integrated to solve for y(x)
.
Examples of Different Types of Differential Equations
-
Non-linear:
- An ODE that cannot be written in a linear form, for example:
\frac{dy}{dx} = y^2 + x.
The function
y^2
makes it nonlinear. -
Linear, Homogeneous:
- An ODE where the function and its derivatives appear linearly and the right-hand side is zero:
\frac{d^2y}{dx^2} - 3\frac{dy}{dx} + 2y = 0.
Here, all terms involve
y
or its derivatives to the first power, and the equation is set to 0. -
Linear, Non-homogeneous:
- A linear ODE with a non-zero right-hand side:
\frac{d^2y}{dx^2} - 3\frac{dy}{dx} + 2y = e^x.
The term
e^x
makes it non-homogeneous.