Partial Differential Equations
What Are Partial Differential Equations?
Section titled “What Are Partial Differential Equations?”A partial differential equation (PDE) is simply an equation that involves:
- An unknown function (like
) - The partial derivatives of that function (like
or )
Think of it this way: if you have a function that depends on multiple variables (like temperature depending on both position and time), a PDE describes how that function changes.
Simple Examples:
(the function plus its derivatives equals something) (the function multiplied by its derivative)
Key Properties of PDEs
Section titled “Key Properties of PDEs”The order is simply the highest derivative in the equation.
- First-order: involves
, - Second-order: involves
, , etc.
Degree
Section titled “Degree”The degree is the highest power of the highest-order derivative (after cleaning up fractions and square roots).
Linear vs Non-linear
Section titled “Linear vs Non-linear”Linear PDE: The unknown function and its derivatives appear “nicely” - no powers, no products between them. Non-linear PDE: Has powers of derivatives or products between derivatives.
Helpful Notation (Shorthand)
Section titled “Helpful Notation (Shorthand)”Instead of writing long partial derivatives, mathematicians use shortcuts:
For a function
(how changes with ) (how changes with )
For second derivatives:
(mixed derivative)
Types of First-Order PDEs (From Simple to Complex)
Section titled “Types of First-Order PDEs (From Simple to Complex)”1. Linear PDEs
Section titled “1. Linear PDEs”What they look like:
Key feature: Everything is “straight” - no powers, no products between
Examples:
(very simple!)
2. Semi-linear PDEs
Section titled “2. Semi-linear PDEs”What they look like:
Key feature: The derivatives
Examples:
(notice on the right)
3. Quasi-linear PDEs
Section titled “3. Quasi-linear PDEs”What they look like:
Key feature: The coefficients of
Examples:
4. Non-linear PDEs
Section titled “4. Non-linear PDEs”What they look like: Anything that doesn’t fit the above patterns.
Key feature: Has powers of derivatives or products between derivatives.
Examples:
(has and ) (product of derivatives)
Lagrange’s Method: Solving Quasi-linear PDEs
Section titled “Lagrange’s Method: Solving Quasi-linear PDEs”The Problem
Section titled “The Problem”We want to solve equations of the form:
where
The Big Idea
Section titled “The Big Idea”Instead of working directly with the PDE, we convert it to a system of ordinary differential equations (which are easier to solve).
The Magic Formula
Section titled “The Magic Formula”For the PDE
Think of this as three ratios that are all equal.
Step-by-Step Solution Method
Section titled “Step-by-Step Solution Method”Step 1: Put your PDE in the form
Step 2: Write the auxiliary equations:
Step 3: Solve these equations to find two independent solutions:
(first constant) (second constant)
Step 4: The general solution is any relationship between
Important Tips
Section titled “Important Tips”- You need two independent solutions (meaning one isn’t just a multiple of the other)
- At least one solution must involve
- The auxiliary equations are often solved by pairing them up (like
)
Why This Works (Intuitive Explanation)
Section titled “Why This Works (Intuitive Explanation)”The auxiliary equations
Practice Problems to Try
Section titled “Practice Problems to Try”Work through these examples to build your understanding:
- Easy:
- Medium:
- Simple:
- Trigonometric:
- Basic: