Solution of Bernoulli's equation
Solution of Bernoulli's Equation
Bernoulli's equation is a special type of nonlinear ordinary differential equation (ODE) that can be solved using a specific method. The general form of Bernoulli's equation is:
$$ \frac{dy}{dx} + P(x)y = Q(x)y^n $$
where $n$ is any real number, and $P(x)$ and $Q(x)$ are continuous functions of $x$. When $n = 0$ or $n = 1$, the equation becomes linear and can be solved using methods for linear ODEs. For other values of $n$, the equation is nonlinear.
Transforming Bernoulli's Equation into a Linear ODE
The solution method for Bernoulli's equation involves transforming it into a linear ODE. This is done by making the substitution:
$$ v = y^{1-n} $$
Taking the derivative of $v$ with respect to $x$ gives:
$$ \frac{dv}{dx} = (1-n)y^{-n}\frac{dy}{dx} $$
Substituting $v$ and $\frac{dv}{dx}$ into the original Bernoulli's equation, we get:
$$ (1-n)y^{-n}\frac{dy}{dx} + (1-n)P(x)y^{1-n} = (1-n)Q(x) $$
Simplifying, we obtain a linear ODE in terms of $v$:
$$ \frac{dv}{dx} + (1-n)P(x)v = (1-n)Q(x) $$
This linear ODE can be solved using standard methods for linear ODEs, such as integrating factors.
Solving the Linear ODE
Once we have the linear ODE in terms of $v$, we can solve it using the integrating factor method. The integrating factor, $\mu(x)$, is given by:
$$ \mu(x) = e^{\int (1-n)P(x) dx} $$
Multiplying the linear ODE by $\mu(x)$, we get:
$$ \mu(x)\frac{dv}{dx} + \mu(x)(1-n)P(x)v = \mu(x)(1-n)Q(x) $$
The left-hand side of this equation is the derivative of the product $\mu(x)v$, so we can write:
$$ \frac{d}{dx}[\mu(x)v] = \mu(x)(1-n)Q(x) $$
Integrating both sides with respect to $x$ gives:
$$ \mu(x)v = \int \mu(x)(1-n)Q(x) dx + C $$
where $C$ is the constant of integration. Solving for $v$, we have:
$$ v = \frac{1}{\mu(x)}\left(\int \mu(x)(1-n)Q(x) dx + C\right) $$
Finally, we substitute back $v = y^{1-n}$ to find the solution for $y$:
$$ y^{1-n} = \frac{1}{\mu(x)}\left(\int \mu(x)(1-n)Q(x) dx + C\right) $$
$$ y = \left(\frac{1}{\mu(x)}\left(\int \mu(x)(1-n)Q(x) dx + C\right)\right)^{\frac{1}{1-n}} $$
Examples
Let's consider an example to illustrate the solution process.
Example 1:
Solve the Bernoulli's equation:
$$ \frac{dy}{dx} - \frac{2}{x}y = -\frac{2}{x^3}y^2 $$
Here, $P(x) = -\frac{2}{x}$, $Q(x) = -\frac{2}{x^3}$, and $n = 2$.
- Make the substitution $v = y^{1-2} = y^{-1}$, so $\frac{dv}{dx} = -y^{-2}\frac{dy}{dx}$.
- The equation becomes $\frac{dv}{dx} - \frac{2}{x}v = 2/x^3$.
- The integrating factor is $\mu(x) = e^{\int -2/x dx} = e^{-2\ln|x|} = x^{-2}$.
- Multiply through by the integrating factor: $x^{-2}\frac{dv}{dx} - 2x^{-3}v = 2x^{-5}$.
- Integrate both sides: $\int d(x^{-2}v) = \int 2x^{-5} dx$.
- Solving the integrals gives $x^{-2}v = -\frac{2}{3}x^{-3} + C$.
- Solve for $v$: $v = -\frac{2}{3x} + Cx^2$.
- Substitute back $v = y^{-1}$: $y^{-1} = -\frac{2}{3x} + Cx^2$.
- Finally, solve for $y$: $y = \frac{1}{-\frac{2}{3x} + Cx^2}$.
Differences and Important Points
Feature | Linear ODE | Bernoulli's Equation |
---|---|---|
Form | $\frac{dy}{dx} + P(x)y = Q(x)$ | $\frac{dy}{dx} + P(x)y = Q(x)y^n$ |
Linearity | Linear | Nonlinear (unless $n = 0$ or $n = 1$) |
Solution Method | Integrating factor, variation of parameters, etc. | Transform to linear ODE, then use linear methods |
General Solution | $y = e^{-\int P(x) dx} \left(\int Q(x)e^{\int P(x) dx} dx + C\right)$ | $y = \left(\frac{1}{\mu(x)}\left(\int \mu(x)(1-n)Q(x) dx + C\right)\right)^{\frac{1}{1-n}}$ |
The solution of Bernoulli's equation involves transforming it into a linear ODE, which can then be solved using standard methods for linear ODEs. The substitution $v = y^{1-n}$ is key to this transformation, and the integrating factor method is often used to solve the resulting linear ODE. The final solution for $y$ is obtained by substituting back for $v$ and solving for $y$.