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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:

Why Existence and Uniqueness Matter

Before spending effort solving an IVP, it is wise to ask two fundamental questions:

  1. Existence: Does a solution exist at all?
  2. 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:

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?

Answer: f(x,y) = sin(xy) is continuous everywhere. ∂f/∂y = x cos(xy) is also continuous everywhere. Both hypotheses are satisfied, so yes, a unique solution is guaranteed near (0, 3).

2. For dy/dx = sqrt(y), y(0) = 0, does uniqueness hold?

Answer: f(x,y) = y1/2 is continuous for y ≥ 0. But ∂f/∂y = 1/(2y1/2) is not continuous at y = 0. Uniqueness is not guaranteed. Indeed, both y = 0 and y = x²/4 satisfy the IVP.

3. For dy/dx = ln(y), y(1) = 1, does the theorem apply?

Answer: f(x,y) = ln(y) is continuous for y > 0. ∂f/∂y = 1/y is continuous for y > 0. Since y0 = 1 > 0, both conditions hold. Yes, a unique solution exists near (1, 1).

4. Why does the solution to dy/dx = y², y(0) = 1 not exist for all x?

Answer: The solution y = 1/(1-x) blows up to infinity as x approaches 1. The theorem only guarantees a local solution; global existence depends on the specific behavior of the equation.

5. State the two conditions needed for the Picard-Lindelöf theorem to guarantee a unique solution.

Answer: (1) f(x, y) must be continuous in a rectangle containing (x0, y0). (2) ∂f/∂y must be continuous in that same rectangle.

Key Takeaways

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