Superposition and Fundamental Solutions
Explain why two independent solutions determine a second-order homogeneous family.
Builds on Cooling, Mixing and RC Circuits
The bigger question: How do free motion and forcing combine?
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The idea
A linear differential operator respects addition and scalar multiplication. If , then also solves the homogeneous equation. For a second-order equation, two independent solutions form a fundamental pair.
Visual guide
- cos t
- sin t
- 2 cos t − 3 sin t
Method and assumptions
For with continuous coefficients, test independence with the Wronskian . If it is nonzero at one point, the pair spans every solution on that interval. For , write using any one particular solution.
Worked example: oscillation basis
For , choose . Their Wronskian is . Conditions select .
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
The general solution needs two independent degrees of freedom.
Hint 2 · Take the next step
One solution must not be a constant multiple of the other.
Show the reasoning
Answer: Linearly independent
Independent solutions span the two-parameter solution family on a regular interval.
Before moving on: what would make one of the other answers wrong? Saying why is part of understanding.
Worked example: dependent candidates
The functions and both solve , but their Wronskian is zero. Their combinations cannot produce . The independent pair is required to describe all initial states.
Interpreting the result
Superposition applies to homogeneous linear equations. Adding two solutions with the same nonzero forcing doubles that forcing. Nonlinear equations generally do not allow superposition at all.
Practice
- Find the Wronskian of .
- Solve with .
- If , what is ?
Show worked solutions
- , so they are independent.
- .
- by linearity, not .
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.