Bernoulli Equations and Substitutions
Convert a nonlinear power equation to a linear equation without losing valid solutions.
Builds on Exact Equations and Potential Curves
The bigger question: Which structure makes a first-order equation solvable?
On this page
The idea
A Bernoulli equation has the form . For , the substitution makes it linear on a branch where the powers and division are valid. The cases are already linear.
Visual guide
Nonlinear variable
- Original y
Linear variable
- Transformed v = 1/y
Method and assumptions
Divide by and use . The transformed equation is . Solve by an integrating factor, then transform back. Check separately whenever the original equation is defined there.
Worked example: logistic form
For , let . Then , so and . Initial value gives . The excluded equilibrium also solves the original equation.
Try it yourself.
Choose an answer and explain your reasoning to yourself. Use a hint if you get stuck.
Hint 1 · Find a starting point
Divide by yⁿ and look for a derivative.
Hint 2 · Take the next step
d(y¹⁻ⁿ)/dt=(1−n)y⁻ⁿy′.
Show the reasoning
Answer: v=y¹⁻ⁿ
v=y¹⁻ⁿ gives v′+(1−n)pv=(1−n)q. Excluded zero solutions require a separate check.
Before moving on: what would make one of the other answers wrong? Saying why is part of understanding.
Worked example: a cubic term
For with positive , set . Then and . With , . The positive solution is while its bracket remains positive.
Interpreting the result
The inverse substitution can introduce branch restrictions or a finite-time singularity. A linear transformed solution need not correspond to a real original solution on its entire interval.
Practice
- What substitution handles exponent ?
- What happens when ?
- List equilibria of .
Show worked solutions
- on a nonzero branch.
- The equation becomes , already linear.
- Solve : .
Further study
MIT OpenCourseWare: Differential Equations provides a full university course with additional lectures and exercises.
Pause before the next idea.
Can you explain how the visualization connects to this lesson’s goal? If a step still feels uncertain, put this lesson on your review list and try the check again another day.