Unit 5 · Topic 5.7 Beta

The Second Derivative Test

At a critical point where f′(c) = 0 , the sign of f″(c) decides: positive gives a relative minimum, negative a relative maximum, zero gives no conclusion.

Practice 3: Justification

Question set for this topic

Part 1 · Hook

Why this matters

A skateboarder at the bottom of a half-pipe is at a flat spot, and the ramp curves up on both sides. At the lip of a hill the board is also flat, but the ground curves down. Flatness plus the direction of the curve tells you which you have: that is the Second Derivative Test.

Part 2 · Before you start

What this builds on

Part 3 · Prerequisite check

Quick check before you start

1. If f″(x)<0f''(x) < 0 on an interval, the graph of ff there is

  1. concave down
  2. concave up
  3. decreasing
  4. increasing
Show the answer

f″<0f'' < 0 means f′f' is decreasing: the graph bends down.

  • Correct: concave down:
  • concave up:
  • decreasing:
  • increasing:

2. f′f' changes from negative to positive at x=cx = c. Then ff has

  1. a relative minimum at cc
  2. a relative maximum at cc
  3. a point of inflection at cc
  4. no extremum at cc
Show the answer

The First Derivative Test.

  • Correct: a relative minimum at cc:
  • a relative maximum at cc:
  • a point of inflection at cc:
  • no extremum at cc:

Part 4 · See it

See it first

Three panels with a flat tangent line at x = c where f'(c) = 0. Left: concave up, f''(c) > 0, a relative minimum. Middle: concave down, f''(c) < 0, a relative maximum. Right: f''(c) = 0, and x to the fourth (a minimum), negative x to the fourth (a maximum) and x cubed (neither) show that the test says nothing.
At a critical point with f′(c)=0f'(c) = 0: concave up means a valley, concave down a peak. When f″(c)=0f''(c) = 0, anything can happen. LevlPrep original diagram.

Part 5 · Step by step

How it works, step by step

  1. f′(c)=0f'(c) = 0 and f″(c)>0f''(c) > 0the tangent line at cc is flat and the graph bends up away from it, so f(c)f(c) is a relative minimum
  2. f′(c)=0f'(c) = 0 and f″(c)<0f''(c) < 0the graph bends down from a flat point, so f(c)f(c) is a relative maximum
  3. f′(c)=0f'(c) = 0 and f″(c)=0f''(c) = 0 (or f″(c)f''(c) does not exist)the test is inconclusive; go back to the First Derivative Test
  4. A continuous ff has exactly one critical point on an interval, and it is a relative extremumthat relative extremum is also the absolute extremum on the interval

Part 6 · Key ideas

Key ideas

  • Second Derivative Test: if f′(c)=0f'(c) = 0 and f″(c)>0f''(c) > 0, ff has a relative minimum at cc; if f′(c)=0f'(c) = 0 and f″(c)<0f''(c) < 0, a relative maximum.
  • It says nothing when f″(c)=0f''(c) = 0 or when f′(c)f'(c) does not exist. Then use the First Derivative Test.
  • Justify with both facts: "f′(1)=0f'(1) = 0 and f″(1)>0f''(1) > 0."
  • One critical point on an interval, and it is a relative minimum (maximum)? Then it is the absolute minimum (maximum) there, even on an open interval.

Part 7 · Misconception

A common mistake

The wrong idea: f″(c)>0f''(c) > 0, so ff has a relative minimum at cc.

What actually happens: Concave up alone is not a minimum: f(x)=x2f(x) = x^2 at x=1x = 1 is concave up and rising. The test needs a critical point first, f′(c)=0f'(c) = 0, and then the sign of f″(c)f''(c). And when f″(c)=0f''(c) = 0, the test says nothing at all.

Part 8 · Check yourself

Check yourself

Exam-style questions. Anything you miss goes into your review queue.

Table

Values of f′f' and f″f''

ff is twice differentiable for all real numbers. The table gives values of its first and second derivatives.
Values of f′(x)f'(x) and f″(x)f''(x) at selected xx
xx-20134
f′(x)f'(x)0-2020
f″(x)f''(x)-324-10

1. At which value of xx in the table does ff have a relative maximum?

  1. x=1x = 1
  2. x=−2x = -2
  3. x=4x = 4
  4. x=3x = 3, where f″(3)<0f''(3) < 0
Show the answer

Second Derivative Test: f′(−2)=0f'(-2) = 0 and f″(−2)<0f''(-2) < 0, so ff has a relative maximum at x=−2x = -2.

  • x=1x = 1: f′(1)=0f'(1) = 0 and f″(1)>0f''(1) > 0: a relative minimum.
  • Correct: x=−2x = -2: f′(−2)=0f'(-2) = 0 and f″(−2)=−3<0f''(-2) = -3 < 0: concave down at a flat point.
  • x=4x = 4: f″(4)=0f''(4) = 0: the test gives no answer at x=4x = 4.
  • x=3x = 3, where f″(3)<0f''(3) < 0: f′(3)=2≠0f'(3) = 2 \ne 0, so x=3x = 3 is not a critical point.

2. Which justification earns credit for "ff has a relative minimum at x=1x = 1"?

  1. "f′(1)=0f'(1) = 0 and f″(1)>0f''(1) > 0."
  2. "f″(1)>0f''(1) > 0."
  3. "f′(1)=0f'(1) = 0."
  4. "f′(0)<0f'(0) < 0 and f′(3)>0f'(3) > 0, so f′f' changes sign."
Show the answer

The Second Derivative Test needs both: f′(1)=0f'(1) = 0 (critical point) and f″(1)=4>0f''(1) = 4 > 0 (concave up there), so ff has a relative minimum at x=1x = 1.

  • Correct: "f′(1)=0f'(1) = 0 and f″(1)>0f''(1) > 0.": Both conditions of the Second Derivative Test.
  • "f″(1)>0f''(1) > 0.": Concave up alone is not a minimum; ff must also have a flat tangent line there.
  • "f′(1)=0f'(1) = 0.": A critical point alone is only a candidate.
  • "f′(0)<0f'(0) < 0 and f′(3)>0f'(3) > 0, so f′f' changes sign.": Values of f′f' at two separate points do not show a sign change at x=1x = 1; f′f' might change sign more than once.

3. What does the Second Derivative Test say about ff at x=4x = 4?

  1. A relative maximum, because f″(4)≤0f''(4) \le 0
  2. A point of inflection, because f″(4)=0f''(4) = 0 and f″f'' is continuous
  3. A relative minimum, because f′(4)=0f'(4) = 0
  4. Nothing, because f″(4)=0f''(4) = 0 makes the test inconclusive
Show the answer

The Second Derivative Test needs f″(c)≠0f''(c) \ne 0. Here f″(4)=0f''(4) = 0, so it gives no conclusion; check the sign of f′f' on each side instead.

  • A relative maximum, because f″(4)≤0f''(4) \le 0: The test needs f″(4)<0f''(4) < 0 strictly.
  • A point of inflection, because f″(4)=0f''(4) = 0 and f″f'' is continuous: f″(4)=0f''(4) = 0 does not show a sign change of f″f''.
  • A relative minimum, because f′(4)=0f'(4) = 0: f′(4)=0f'(4) = 0 only makes 4 a critical point.
  • Correct: Nothing, because f″(4)=0f''(4) = 0 makes the test inconclusive: With f″(4)=0f''(4) = 0, the point could be a maximum, a minimum or neither. Use the First Derivative Test.

4. Which describes the graph of ff at x=3x = 3?

  1. Increasing and concave up
  2. Decreasing and concave down
  3. Increasing and concave down
  4. A relative maximum, because f″(3)<0f''(3) < 0
Show the answer

f′(3)=2>0f'(3) = 2 > 0, so ff is increasing; f″(3)=−1<0f''(3) = -1 < 0, so it is concave down.

  • Increasing and concave up: f″(3)<0f''(3) < 0 means concave down.
  • Decreasing and concave down: f′(3)>0f'(3) > 0 means increasing.
  • Correct: Increasing and concave down: f′(3)=2>0f'(3) = 2 > 0 and f″(3)=−1<0f''(3) = -1 < 0.
  • A relative maximum, because f″(3)<0f''(3) < 0: x=3x = 3 is not a critical point, so the test does not apply.

5. Find the absolute minimum value of f(x)=x+1xf(x) = x + \frac{1}{x} on (0,∞)(0, \infty).

No calculator. Type the exact value (a fraction, π, e or a root is fine).

Show the answer

f′(x)=1−1x2=0f'(x) = 1 - \frac{1}{x^2} = 0 at x=1x = 1 (the one critical point in (0,∞)(0, \infty)). f″(x)=2x3f''(x) = \frac{2}{x^3}, so f″(1)=2>0f''(1) = 2 > 0: a relative minimum, and as the only critical point it is the absolute minimum, f(1)=2f(1) = 2.

  • Answer: 2

6. A company's profit is P(x)P(x) dollars when it makes xx units. P′(50)=0P'(50) = 0 and P″(50)=−0.4P''(50) = -0.4. What can you conclude?

  1. Making 50 units gives a relative maximum of profit
  2. Making 50 units gives a relative minimum of profit
  3. Profit is increasing at a decreasing rate at 50 units
  4. At 50 units, profit is −0.4-0.4 dollars
Show the answer

P′(50)=0P'(50) = 0 and P″(50)<0P''(50) < 0: by the Second Derivative Test, PP has a relative maximum at x=50x = 50.

  • Correct: Making 50 units gives a relative maximum of profit: A flat point where the graph is concave down: a peak.
  • Making 50 units gives a relative minimum of profit: P″<0P'' < 0 means concave down: a maximum, not a minimum.
  • Profit is increasing at a decreasing rate at 50 units: P′(50)=0P'(50) = 0, so profit is not increasing at 50 units.
  • At 50 units, profit is −0.4-0.4 dollars: −0.4-0.4 is the value of P″P'', not of PP.

Part 9 · Summary

Summary

At a critical point where f′(c)=0f'(c) = 0, the sign of f″(c)f''(c) decides: positive gives a relative minimum, negative a relative maximum, zero gives no conclusion. State both conditions in a justification. With exactly one critical point on an interval, a relative extremum there is absolute.

Part 10 · Up next

What comes next

Part 11 · Connections

Connections