Origin of PDEs + First-Order Linear & Non-Linear PDEs with Examples
Origin of Partial Differential Equations (PDEs) + First-Order Linear & Non-Linear PDEs
1. Origin of Partial Differential Equations
Partial Differential Equations arise in physical problems where the unknown function u depends on two or more independent variables (typically space and time).
Common Classical PDEs and Their Physical Origins
| PDE | Equation | Physical Meaning |
|---|---|---|
| Wave Equation | $$\frac{\partial^2 u}{\partial t^2} = c^2 \nabla^2 u$$ | Vibration of string/membrane, sound waves, electromagnetic waves |
| Heat Equation | $$\frac{\partial u}{\partial t} = \alpha \nabla^2 u$$ | Heat conduction, diffusion processes |
| Laplace Equation | $$\nabla^2 u = 0$$ | Steady-state temperature, electrostatic potential |
| Poisson Equation | $$\nabla^2 u = f(x,y,z)$$ | Electrostatics with charge density |
2. First-Order PDEs – General Form
A first-order PDE in two independent variables x, y and dependent variable u(x,y) is
\[ F(x, y, u, u_x, u_y) = 0 \] where \( p = u_x = \frac{\partial u}{\partial x} \), \( q = u_y = \frac{\partial u}{\partial y} \).3. Classification of First-Order PDEs
| Type | Form | Example |
|---|---|---|
| Linear | $a(x,y,u)\, p + b(x,y,u)\, q = c(x,y,u)$ | $x p + y q = u$ |
| Semi-linear | $a(x,y)\, p + b(x,y)\, q = c(x,y,u)$ | $x p + y q = u^2$ |
| Quasi-linear | $a(x,y,u)\, p + b(x,y,u)\, q = c(x,y,u)$ | $u p + q = 1$ |
| Fully Non-linear | Non-linear in p and q | $p^2 + q^2 = 1$ (Eikonal equation) |
4. Solution of Linear First-Order PDE (Lagrange’s Method)
Standard form:
\[ P(x,y,u) p + Q(x,y,u) q = R(x,y,u) \]Method: Solve the characteristic equations (auxiliary equations)
\[ \frac{dx}{P} = \frac{dy}{Q} = \frac{du}{R} \]Any two independent integrals give the general solution \( f(u_1, u_2) = 0 \).
Example 1 (Linear): Solve $x p + y q = z$ (where z = u(x,y))
Here P = x, Q = y, R = z
Characteristic equations:
\[ \frac{dx}{x} = \frac{dy}{y} = \frac{dz}{z} \]Integrating:
\[ \frac{dx}{x} = \frac{dy}{y} \implies \ln x - \ln y = c_1 \implies \frac{x}{y} = c_1 \] \[ \frac{dy}{y} = \frac{dz}{z} \implies \ln y - \ln z = c_2 \implies \frac{y}{z} = c_2 \]General solution: \( \frac{x}{y} = \phi\left(\frac{y}{z}\right) \)
or \( z = y \cdot \phi\left(\frac{x}{y}\right) \)
5. Solution of Non-Linear First-Order PDE (Charpit’s Method)
For general non-linear PDE: \( f(x,y,u,p,q) = 0 \)
Charpit’s auxiliary equations:
\[ \frac{dx}{f_p} = \frac{dy}{f_q} = \frac{du}{p f_p + q f_q} = \frac{dp}{-(f_x + p f_u)} = \frac{dq}{-(f_y + q f_u)} \]Key step: From the last two,
\[ f_p \, dp + (f_x + p f_u) dp = 0 \quad \text{(solve for p in terms of x,y,u,a)}\]Then substitute and integrate to get complete integral with two constants.
Example 2 (Non-linear – Clairautoc equation): Solve $u = x p + y q + f(p,q)$
Let the PDE be $f = u - x p - y q - f(p,q) = 0$
Charpit’s equations give a relation → the complete integral is
Complete integral: \( u = a x + b y + f(a,b) \)
where a, b are arbitrary constants.
(This is the standard form for all Clairaut-type equations.)
Example 3 (Fully Non-linear): Solve $p^2 + q^2 = 1$ (Eikonal equation)
Here f = p² + q² – 1 = 0
Charpit:
\[ \frac{dp}{-(f_x + p f_u)} = \frac{dp}{0} \implies dp = 0 \implies p = a \text{ (constant)} \]Then from f = 0: q = ±√(1 – a²) = b (say)
Now
\[ \frac{dx}{f_p} = \frac{dx}{2p} = \frac{dx}{2a}, \quad \frac{dy}{f_q} = \frac{dy}{2q} = \frac{dy}{2b} \]Integrate:
\[ dx = 2a ds, \quad dy = 2b ds \implies x = 2a s + c_1, \quad y = 2b s + c_2 \]Eliminate parameter s using du = p dx + q dy:
Complete integral: \( u = a x + b y + c \) where \( a^2 + b^2 = 1 \)
Summary Table
| Type | Method | Key Idea |
|---|---|---|
| Linear | Lagrange’s (Characteristics) | Solve $\frac{dx}{P} = \frac{dy}{Q} = \frac{du}{R}$ |
| Non-linear | Charpit’s Method | Introduce parameter from $f_p dp + (f_x + p f_u)dp = 0$ |
| Clairaut form | Direct | Solution $u = ax + by + f(a,b)$ |
These concepts and solved examples cover the entire topic of origin of PDEs and first-order linear/non-linear PDEs as asked in most university examinations.