Lesson 3: Existence and Uniqueness of Solutions
Estimated time: 25-30 minutes
Learning Objectives
By the end of this lesson, you will be able to:
- State the Existence and Uniqueness Theorem for first-order IVPs
- Check the hypotheses of the theorem for a given IVP
- Identify situations where existence or uniqueness may fail
- Understand the concept of the interval of existence
Why Existence and Uniqueness Matter
Before spending effort solving an IVP, it is wise to ask two fundamental questions:
- Existence: Does a solution exist at all?
- Uniqueness: If a solution exists, is it the only one?
If uniqueness fails, the same initial condition could lead to multiple different futures -- a serious problem in modeling physical systems where we expect deterministic behavior.
The Picard-Lindelöf Theorem
Existence and Uniqueness Theorem (Picard-Lindelöf): Consider the IVP
dy/dx = f(x, y), y(x0) = y0
If f(x, y) and ∂f/∂y are both continuous in some rectangle R containing the point (x0, y0), then there exists an interval I containing x0 on which a unique solution y = φ(x) to the IVP exists.
Key Points About the Theorem
- Continuity of f alone guarantees existence (Peano's theorem).
- Continuity of ∂f/∂y additionally guarantees uniqueness.
- The theorem is local: it guarantees a solution near (x0, y0), not necessarily for all x.
- If the hypotheses fail at a point, the theorem says nothing -- a solution might still exist, but we cannot be sure.
Applying the Theorem
Example 1: Checking Hypotheses
Does the IVP dy/dx = x² + y, y(0) = 1 have a unique solution near (0, 1)?
Solution:
Step 1: Identify f(x, y) = x² + y.
Step 2: Check continuity of f. Polynomials are continuous everywhere. ✔
Step 3: Compute ∂f/∂y = 1. This is continuous everywhere. ✔
Conclusion: Both conditions are satisfied in any rectangle around (0, 1). The IVP has a unique solution on some interval containing x = 0.
Example 2: Where Uniqueness Fails
Consider the IVP dy/dx = y1/3, y(0) = 0.
Solution:
Step 1: f(x, y) = y1/3 is continuous for all y. ✔ (existence is guaranteed)
Step 2: ∂f/∂y = (1/3)y-2/3 = 1/(3y2/3).
At y = 0, this is undefined (not continuous). ✘
Conclusion: The uniqueness hypothesis fails at the initial point. Indeed, this IVP has multiple solutions:
y1(x) = 0 (the trivial solution)
y2(x) = (2x/3)3/2 for x ≥ 0
Both satisfy the DE and the initial condition y(0) = 0.
Example 3: Checking a Rational Function
Does the IVP dy/dx = y/(x - 1), y(0) = 2 have a unique solution near x = 0?
Solution:
f(x, y) = y/(x - 1) is continuous as long as x ≠ 1.
∂f/∂y = 1/(x - 1) is continuous as long as x ≠ 1.
Since (0, 2) is not near x = 1, both conditions hold in a rectangle around (0, 2) that stays away from x = 1.
Conclusion: A unique solution exists on some interval containing x = 0 (at least on an interval within (-∞, 1)).
Interval of Existence
The theorem guarantees a solution exists on some interval, but that interval may not extend to all of (-∞, ∞). A solution can cease to exist if it:
- Blows up (goes to ±∞ in finite time), or
- Reaches a point where f or ∂f/∂y is discontinuous.
Example 4: Finite-Time Blow-Up
Solve dy/dx = y², y(0) = 1.
Solution: This is separable: dy/y² = dx. Integrating: -1/y = x + C. From y(0) = 1: C = -1. So y = 1/(1 - x).
As x → 1-, y → +∞. The solution exists only on (-∞, 1). Despite f(x,y) = y² being smooth everywhere, the solution blows up in finite time.
Check Your Understanding
1. For the IVP dy/dx = sin(xy), y(0) = 3, does the Existence and Uniqueness Theorem guarantee a unique solution?
2. For dy/dx = sqrt(y), y(0) = 0, does uniqueness hold?
3. For dy/dx = ln(y), y(1) = 1, does the theorem apply?
4. Why does the solution to dy/dx = y², y(0) = 1 not exist for all x?
5. State the two conditions needed for the Picard-Lindelöf theorem to guarantee a unique solution.
Key Takeaways
- The Existence and Uniqueness Theorem requires continuity of both f and ∂f/∂y near the initial point.
- Continuity of f alone guarantees existence; adding continuity of ∂f/∂y ensures uniqueness.
- When ∂f/∂y fails to be continuous (e.g., at y = 0 for f = y1/3), multiple solutions may pass through the same initial point.
- Even when a unique solution exists, it may only be defined on a finite interval (blow-up in finite time).
- Always check the hypotheses before applying the theorem.
Ready for More?
Next Lesson
In Lesson 4, you will learn Euler's Method, a numerical technique for approximating solutions step by step.
Start Lesson 4