Topic 6

Limits & Continuity in Two Variables

lim⁡(x,y)→(a,b)f(x,y)=L\displaystyle\lim_{(x,y)\to(a,b)} f(x, y) = L means ff gets close to LL along every way into (a,b)(a, b), not just along the axes. So can only prove that a limit does not exist: two paths, two answers. To show that a limit does exist, use continuity, algebra, or polar coordinates with a .

4 kinds of question. Open the one you are stuck on.

1

Evaluate a limit of a function of two variables by substitution

e.g. “Evaluate lim⁡(x,y)→(1,2)\displaystyle\lim_{(x,y)\to(1,2)} of a polynomial, or a fraction whose bottom is not 00 there”
  1. 1
    Plug in the point and see what you get

    If the bottom is not 00, the number you get is the limit. Polynomials, eue^u, sin⁡\sin, cos⁡\cos, log⁡\log, roots and their combinations are continuous where defined. A nonzero number over 00 means the function blows up: no limit.

  2. 2
    If it is 00\tfrac{0}{0}, simplify the formula

    Factor and cancel, multiply by a conjugate, or split into one-variable limits. As u→0u \to 0: sin⁡uu→1\dfrac{\sin u}{u} \to 1, 1−cos⁡uu2→12\dfrac{1 - \cos u}{u^2} \to \tfrac{1}{2}, eu−1u→1\dfrac{e^u - 1}{u} \to 1.

  3. 3
    Plug the point into the simplified form

Remember: Plug in; if 0/0, simplify and plug in again.

See it in a problem4 worked examples

Evaluate lim⁡(x,y)→(1,2)x2y+3x+y\displaystyle\lim_{(x,y)\to(1,2)} \dfrac{x^2y + 3}{x + y}.

  1. 1
    Plug in the point and see what you get

    Top: 1⋅2+3=51 \cdot 2 + 3 = 5. Bottom: 1+2=3≠01 + 2 = 3 \ne 0.

  2. 2
    If it is 00\tfrac{0}{0}, simplify the formula

    Not 00\tfrac{0}{0}: nothing to simplify, since the function is continuous at (1,2)(1, 2).

  3. 3
    Plug the point into the simplified form

    The limit is 53\tfrac{5}{3}.

Answer:

53\dfrac{5}{3}

Common mistakes2
  • Writing "does not exist" as soon as you see 00\tfrac{0}{0}. It means more work, not no limit.
  • Still 00\tfrac{0}{0} at the origin after simplifying? Switch to polar coordinates or try two paths (the next recipes).
2

Show a limit does not exist using two different paths

e.g. “Prove that the following limit does not exist”
  1. 1
    Try the two axes through the point

    At the origin: y=0y = 0, then x=0x = 0. Each gives a one-variable limit. Different answers: done.

  2. 2
    Same answer? Try lines y=mxy = mx

    If the result depends on mm, two values of mm give two different limits. At (a,b)(a, b) use y−b=m(x−a)y - b = m(x - a).

  3. 3
    Still the same? Try a curve that balances the powers

    Choose y=kx2y = kx^2, y=kx3y = kx^3, x=ky2x = ky^2, … so top and bottom end up with the same power.

  4. 4
    State both paths, both limits, and conclude

Remember: Two roads, two answers, no limit.

See it in a problem4 worked examples

Show that lim⁡(x,y)→(0,0)2x2−y2x2+3y2\displaystyle\lim_{(x,y)\to(0,0)} \dfrac{2x^2 - y^2}{x^2 + 3y^2} does not exist.

  1. 1
    Try the two axes through the point

    y=0y = 0: 2x2x2=2→2\dfrac{2x^2}{x^2} = 2 \to 2.  x=0\ x = 0: −y23y2=−13→−13\dfrac{-y^2}{3y^2} = -\tfrac{1}{3} \to -\tfrac{1}{3}.

  2. 2
    Same answer? Try lines y=mxy = mx

    Not needed: the axes already disagree.

  3. 3
    Still the same? Try a curve that balances the powers

    Not needed: the axes already disagree.

  4. 4
    State both paths, both limits, and conclude

    Along the xx-axis the limit is 22; along the yy-axis it is −13-\tfrac{1}{3}. Different, so no limit.

Answer:

The limit does not exist (22 along y=0y = 0, −13-\tfrac{1}{3} along x=0x = 0).

Common mistakes2
  • Concluding the limit exists because two paths, or every straight line, agree. Paths can only show that a limit does not exist.
  • Using a path that misses the point: for (x,y)→(2,0)(x, y) \to (2, 0) use lines through (2,0)(2, 0), like y=m(x−2)y = m(x - 2).
3

Evaluate a limit at the origin using polar coordinates

e.g. “Evaluate lim⁡(x,y)→(0,0)\displaystyle\lim_{(x,y)\to(0,0)} of a fraction whose top has a higher power than its bottom”
  1. 1
    Substitute x=rcos⁡θx = r\cos\theta, y=rsin⁡θy = r\sin\theta

    x2+y2=r2x^2 + y^2 = r^2, and (x,y)→(0,0)(x, y) \to (0, 0) means r→0+r \to 0^+, for every θ\theta at once.

  2. 2
    Simplify and pull out the power of rr

    Cancel the powers of rr. Aim for L+rp×L + r^p \times (a part with only θ\theta in it).

  3. 3
    Bound the θ\theta part by a constant

    Use ∣cos⁡θ∣≤1|\cos\theta| \le 1, ∣sin⁡θ∣≤1|\sin\theta| \le 1. If the θ\theta part can blow up, polar alone is not enough: try paths.

  4. 4
    Squeeze: C rp→0C\,r^p \to 0, so the limit is LL

    If no power of rr is left and the answer depends on θ\theta, the limit does not exist.

Remember: Polar, pull out r, bound theta, squeeze.

See it in a problem4 worked examples

Evaluate lim⁡(x,y)→(0,0)3xy2x2+y2\displaystyle\lim_{(x,y)\to(0,0)} \dfrac{3xy^2}{x^2 + y^2}.

  1. 1
    Substitute x=rcos⁡θx = r\cos\theta, y=rsin⁡θy = r\sin\theta

    3r3cos⁡θsin⁡2θr2\dfrac{3r^3\cos\theta\sin^2\theta}{r^2}.

  2. 2
    Simplify and pull out the power of rr

    =3rcos⁡θsin⁡2θ= 3r\cos\theta\sin^2\theta, so L=0L = 0 and p=1p = 1.

  3. 3
    Bound the θ\theta part by a constant

    ∣3cos⁡θsin⁡2θ∣≤3|3\cos\theta\sin^2\theta| \le 3.

  4. 4
    Squeeze: C rp→0C\,r^p \to 0, so the limit is LL

    0≤∣f∣≤3r→00 \le |f| \le 3r \to 0, so the limit is 00.

Answer:

00

Common mistakes3
  • Stopping with an answer that depends on θ\theta. If the limit changes with θ\theta, it does not exist.
  • Calling a part bounded when its bottom can get close to 00, like 1cos⁡2θ+r2\dfrac{1}{\cos^2\theta + r^2}. No constant bounds it.
  • Using polar at a point other than the origin without shifting: for (a,b)(a, b), set x=a+rcos⁡θx = a + r\cos\theta, y=b+rsin⁡θy = b + r\sin\theta.
4

Check whether a piecewise function is continuous at a point

e.g. “Is f(x,y)f(x, y) continuous at (0,0)(0, 0)?”
  1. 1
    Read off the value f(a,b)f(a, b) at the point
  2. 2
    Find the limit as (x,y)→(a,b)(x, y) \to (a, b)

    Use the formula for the nearby points: polar coordinates if it seems to settle, two paths if not.

  3. 3
    Compare: continuous only if the limit exists and equals the value

Remember: Value, limit, compare.

See it in a problem3 worked examples

Let f(x,y)=x2y2x2+y2f(x, y) = \dfrac{x^2y^2}{x^2 + y^2} for (x,y)≠(0,0)(x, y) \ne (0, 0) and f(0,0)=0f(0, 0) = 0. Is ff continuous at (0,0)(0, 0)?

  1. 1
    Read off the value f(a,b)f(a, b) at the point

    f(0,0)=0f(0, 0) = 0.

  2. 2
    Find the limit as (x,y)→(a,b)(x, y) \to (a, b)

    Polar: r4cos⁡2θsin⁡2θr2=r2cos⁡2θsin⁡2θ\dfrac{r^4\cos^2\theta\sin^2\theta}{r^2} = r^2\cos^2\theta\sin^2\theta, and 0≤f≤r2→00 \le f \le r^2 \to 0. The limit is 00.

  3. 3
    Compare: continuous only if the limit exists and equals the value

    Limit 00 equals f(0,0)=0f(0, 0) = 0.

Answer:

Yes, ff is continuous at (0,0)(0, 0).

Common mistakes2
  • Stopping because f(a,b)f(a, b) is defined. A value is not enough; the limit has to exist and match it.
  • Thinking that existing partial derivatives make ff continuous. They do not.

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