Quarry School

Toolkit behavior, then absolute maximum and minimum

Explain it like I am five

Think of a toolkit as the basic shapes you keep in a drawer. First, revisit the nine toolkit functions from section 1.1 and see where each graph rises, falls, or stays level. Then widen your view from one nearby hill to an entire mountain range. An absolute maximum is the greatest output the function actually reaches anywhere in its domain, the full set of accepted inputs. An absolute minimum is the least reached output. One value can occur at several inputs. Some graphs have no highest or lowest output. An included endpoint can supply the record height even when it is not a local turning point.

−3−2−1123−8−6−4−224(0, 4)absolute max 4
y = 4 − x2 reaches its greatest output 4 at the vertex; its formula continues downward without a least output.
Reminder
  • Toolkit functions. The nine toolkit functions are the basic graphs introduced in section 1.1. Each part above gives its formula, domain, behavior, and example.
  • Domain and endpoint notation. [−3, 2] includes both ends; [0, 2) includes 0 and excludes 2. A filled dot is included and a hollow dot is excluded.
  • Squaring negatives. (−3)2 = 9, so 4 − (−3)2 = 4 − 9 = −5.
Why it works. Absolute compares with every accepted input, so you must inspect the whole domain and check whether the proposed height is reached. A continuing graph may have outputs without any upper or lower bound. It may also approach a bound without reaching it, as 1x2 approaches 0 but stays positive. Neither case supplies a missing extremum. Finite domain endpoints deserve attention because their heights can exceed all interior heights. A highest or lowest included output remains the record even if it occurs at more than one input.
RuleThe absolute maximum is f(c) when c is in the domain and f(c) ≥ f(x) for every domain input x. The absolute minimum is f(d) when d is in the domain and f(d) ≤ f(x) for every domain input x. The value must be attained, meaning reached at an accepted input.
The same idea, five ways
Say it

Say: 'absolute maximum of 4 at x = 0' or 'there is no absolute minimum.'

Write it

Write: 'The greatest output over the entire domain is 4, attained at input 0.'

In math
  • Absolute maximum: f(c) ≥ f(x) for every x in the domain, with c in the domain.
  • Absolute minimum: f(d) ≤ f(x) for every x in the domain, with d in the domain.
  • Maximum value: f(c).
  • Maximum point: (c, f(c)).
Like

The highest or lowest reached elevation in the entire mapped region.

See it
−22−6−4−224height 4, input 0
The output 4 is the record height; input 0 locates where it is reached.
The same idea, other ways
Neighborhood versus whole region

A local record compares nearby heights on both sides; an absolute record compares every height in the whole domain. An included endpoint can be absolute without being local under this text's two-sided definition. Flat ties can satisfy the nonstrict local definition without isolated turns.

Local: nearby on both sides
Absolute: every domain input
Value: output height
Location: input
The difference is the scope of the comparison, while both values are outputs.
A bound plus a reached value

For f(x) = 4 − x2, no output exceeds 4 because x2 ≥ 0. The input 0 actually gives 4. These two facts together prove the absolute maximum. Large squares make outputs arbitrarily negative, so there is no absolute minimum.

−22−8−6−4−224maximum reached
Height 4 is an upper bound reached at input 0; the stated formula has no lower bound.
With recorded costs

If the domain is exactly the eight recorded years, the gas table has greatest output $3.68 at 2012 and least output $2.31 at 2005. Those are absolute extrema of this finite data function. The table alone cannot give absolute extrema of all unmeasured prices between those years.

input yearoutput price ($ per gallon)20052.3120062.6220072.8420083.320092.4120102.8420113.5820123.68↓ evaluate: input given, read the output below it
Compare every column in the specified finite domain before naming its absolute records.
An approached low height can be unattained

For 1x2, x = 10 gives 0.01 and x = 100 gives 0.0001. Both are positive. Every allowed x gives a positive output, and doubling its size divides the output by 4. There is always a smaller output, but 0 is never reached, so there is no absolute minimum.

−4−22424
Both branches approach height 0 without touching it; approaching a height is different from attaining it.
Toolkit functionIncreasing onDecreasing onAbsolute max and min
Constant, f(x) = cnonenone (constant on (−∞, ∞))c is both
Identity, f(x) = x(−∞, ∞)noneneither
Absolute value, f(x) = |x|(0, ∞)(−∞, 0)min 0 at x = 0; no max
Quadratic, f(x) = x2(0, ∞)(−∞, 0)min 0 at x = 0; no max
Cubic, f(x) = x3(−∞, ∞)noneneither
Reciprocal, f(x) = 1xnone(−∞, 0) and (0, ∞), each piece separatelyneither
Reciprocal squared, f(x) = 1x2(−∞, 0)(0, ∞)neither
Square root, f(x) = x(0, ∞)nonemin 0 at x = 0; no max
Cube root, f(x) = x3(−∞, ∞)noneneither
.1Toolkit 1: constant function, f(x) = c

A constant function acts like a shelf at one fixed height. The letter c stands for a fixed number, such as 3, rather than an input you change. All inputs get that same output.

  • Formula: f(x) = c.
  • Domain: (−∞, ∞). Range: {c}.
  • Increasing: none. Decreasing: none. Constant on (−∞, ∞).
  • Under the formal nonstrict definition, c is both a local maximum and a local minimum at every input.
  • There are no strict local extrema or isolated turning points.
  • Absolute maximum and minimum: c, both attained at every input.
−2241234
For c = 3, every accepted input gives height 3.
Worked exampleA decreasing line with one excluded endpoint

Let f(x) = -12x + 3 with domain -4 ≤ x < 2. On the graph, the left end at (-4, 5) is a filled dot, so x = -4 is included. The right end at (2, 2) is a hollow dot, so x = 2 is excluded. The graph is a straight line segment with slope -12 and no other pieces. Find the absolute maximum and the absolute minimum of f, if they exist. For each one, give the value and every input where it occurs.

−6−4−2246−2246(-4, 5) filled(2, 2) hollow
Graph of f(x) = -12x + 3, shown only on the domain -4 ≤ x < 2. There is a filled dot at (-4, 5) and a hollow dot at (2, 2).
  1. Identify the toolkit shape. f(x) = -12x + 3 is a linear function with slope -12 and y-intercept 3.A line has no turning point, so its highest and lowest heights on a restricted domain can only occur at the ends of that domain.
  2. Read the whole stated domain, -4 ≤ x < 2. The input x = -4 is included because it has a filled dot. The input x = 2 is excluded because it has a hollow dot. There are no arrows, so the graph stops at both ends.The domain decides which inputs are accepted. The edges of the viewing window do not set the domain. The stated inequality and the dots do.
  3. Check for unbounded behavior. The domain is a bounded interval and the line is continuous on it. So the outputs neither rise nor fall without bound.Unbounded outputs would rule out an extremum. Here that does not happen, so we compare the heights at the ends.
  4. Compute the end heights. f(-4) = -12(-4) + 3 = 2 + 3 = 5. f(2) = -12(2) + 3 = -1 + 3 = 2.These are the only candidates for extremes on a line segment.
  5. The slope is negative, so f decreases from left to right. For every accepted x with -4 ≤ x < 2, we have 2 < f(x) ≤ 5.A decreasing function gives its greatest output at the leftmost input and smaller outputs further right.
  6. Maximum: the height 5 is reached at the included input x = -4, and f(x) ≤ 5 for every domain input. No other input gives 5, because the line is strictly decreasing.An absolute maximum must be attained at an accepted input and be at least as large as every output.
  7. Minimum: the height 2 occurs only at x = 2, which is excluded. Every accepted input gives an output strictly greater than 2. For any reached height f(x₀) > 2, an input slightly to the right of x₀ gives a smaller output.A height that is approached but never reached is not an absolute extremum. No reached output is the least, so there is no absolute minimum.
Answer
  • Absolute maximum: 5
  • Location: x = -4
  • Absolute minimum: none (outputs approach 2 but never reach it, since x = 2 is excluded)
Check Test some accepted inputs. f(0) = 3 and f(1.9) = 2.05. Both are at most 5 and both are greater than 2. So 5 is reached and is never exceeded. Inputs closer to 2 give outputs closer to 2 without ever equaling it, which confirms there is no minimum.

Work to write

  1. f(-4) = -12(-4) + 3 = 5, and x = -4 is included (filled dot)
  2. f(2) = 2, but x = 2 is excluded (hollow dot), so 2 is not attained
  3. Slope -12 < 0, so f decreases on -4 ≤ x < 2
  4. Absolute maximum: 5
  5. Location: x = -4
  6. Absolute minimum: none

Absolute maximum: 5
Location: x = -4
Absolute minimum: none (outputs approach 2 but never reach it, since x = 2 is excluded)

.2Toolkit 2: identity function, f(x) = x

The identity function returns whatever number you give it, like a machine that sends your card back unchanged. A larger input is therefore always a larger output.

  • Formula: f(x) = x.
  • Domain and range: (−∞, ∞).
  • Increasing on (−∞, ∞); decreasing and constant on no interval.
  • No local maximum or minimum, and no absolute maximum or minimum.
−4−224−4−224
The identity line rises across its whole real-number domain.
Worked exampleRead a graph with no records

For f(x) = x, give behavior and extrema.

−4−224−4−224
The line continues through higher and lower outputs than any candidate record.
  1. The output increases whenever the input increases.Output and input are the same number.
  2. There are no local turns or flat comparisons and no absolute record heights.Every input has a larger-output neighbor on one side and smaller-output neighbor on the other; the domain extends without bound.
Answer
  • Increasing on (−∞, ∞).
  • Decreasing: none.
  • Constant: none.
  • Local maximum: none.
  • Local minimum: none.
  • Absolute maximum: none.
  • Absolute minimum: none.
Check Between inputs −2 and 3 the average rate is 3−(−2)3−(−2) = 1.
.3Toolkit 3: absolute value function, f(x) = |x|

Absolute value gives a number's distance from zero, so neither a leftward nor a rightward distance is negative. As you approach zero from the left, that distance shrinks; after passing zero toward the right, it grows.

  • Formula: f(x) = |x|.
  • Domain: (−∞, ∞). Range: [0, ∞).
  • Decreasing on (−∞, 0); increasing on (0, ∞); constant on no interval.
  • Local and absolute minimum: 0 at x = 0.
  • No local maximum and no absolute maximum.
−4−22424minimum
The distance reaches 0 at the vertex and grows without bound outward.
Worked exampleRead the V shaped toolkit graph

For f(x) = |x|, give its behavior and absolute extrema.

−4−22424302
The absolute-value minimum also satisfies the local valley comparison.
  1. The outputs at −3, 0, and 2 are 3, 0, and 2.Absolute value is distance from zero.
  2. Report decreasing before 0 and increasing after 0.The picture falls toward its vertex, then rises.
  3. The absolute minimum is 0 at x = 0; there is no maximum.Distances cannot be negative, zero is reached, and arbitrarily large inputs have arbitrarily large distances.
Answer
  • Decreasing on (−∞, 0).
  • Increasing on (0, ∞).
  • Absolute minimum: 0 at x = 0.
  • Absolute maximum: none.
Check |−3| = 3 and |3| = 3 are both above |0| = 0.
.4Toolkit 4: quadratic function, f(x) = x2

Squaring measures the area of a square made from a length's size. Both positive and negative inputs give nonnegative outputs. The graph is a parabola with vertex at (0, 0).

  • Formula: f(x) = x2.
  • Domain: (−∞, ∞). Range: [0, ∞).
  • Decreasing on (−∞, 0); increasing on (0, ∞); constant on no interval.
  • Local and absolute minimum: 0 at x = 0.
  • No local maximum and no absolute maximum.
−22246810(0, 0)
The parabola's vertex is its lowest output.
Worked exampleAbsolute extrema of a downward parabola on a half-open domain

Let f(x) = -(x - 2)2 + 5 with domain -1 < x ≤ 4. On the graph, the left end at (-1, -4) is a hollow dot, so x = -1 is excluded. The right end at (4, 1) is a filled dot, so x = 4 is included. The vertex is at (2, 5). Find the absolute maximum and the absolute minimum of f, if they exist, and state every input where each occurs.

−2246−6−4−2246(2, 5) vertex(-1, -4) hollow(4, 1) filled
Graph of f(x) = -(x - 2)2 + 5, a downward parabola with vertex (2, 5). Only the portion with -1 < x ≤ 4 belongs to the domain. The left end (-1, -4) is a hollow (excluded) dot, and the right end (4, 1) is a filled (included) dot. The edges of the viewing window are not domain endpoints.
  1. Identify the toolkit shape. f(x) = -(x - 2)2 + 5 is the squaring toolkit function reflected over the x-axis, shifted right 2 and up 5. It is a downward-opening parabola with vertex (2, 5).The squaring toolkit accepts every real input. Only the stated domain restricts this problem, so we know where the vertex is and which way the parabola opens.
  2. Read the whole stated domain: -1 < x ≤ 4. The domain has no arrows and is bounded on both sides. The left endpoint x = -1 is excluded (hollow dot). The right endpoint x = 4 is included (filled dot).Absolute extrema are judged only over the domain. The edges of the viewing window are not the domain endpoints; the stated inequality is.
  3. Check for unbounded behavior. The domain is a bounded interval, and every output satisfies f(x) ≤ 5. Outputs do not rise without bound, and they do not fall without bound.Unbounded rising rules out an absolute maximum, and unbounded falling rules out an absolute minimum. Neither happens here, so we must check reached heights.
  4. Check the excluded endpoint. Compute f(-1) = -(-3)2 + 5 = -9 + 5 = -4. Since x = -1 is not in the domain, the height -4 is approached as x moves toward -1 from the right but is never reached.A height that is approached but never attained cannot be an absolute extremum.
  5. Find the greatest reached output. For every x, (x - 2)2 ≥ 0, so -(x - 2)2 + 5 ≤ 5. Equality holds only when x = 2, and x = 2 is in the domain. So f(2) = 5 ≥ f(x) for every domain input, and no other input gives 5.The absolute maximum must be attained at an accepted input and must be at least every other output. The vertex meets both conditions.
  6. Look for the least reached output. The other candidate is the included endpoint: f(4) = -(2)2 + 5 = 1. But inputs near -1 give outputs below 1. For example, f(-0.9) = -8.41 + 5 = -3.41 and f(-0.99) = -8.9401 + 5 = -3.9401.Every candidate for the absolute minimum must be compared with all domain inputs, not just the endpoints and the vertex.
  7. Conclude about the minimum. Every reached output is greater than -4. For any reached value y > -4, an input closer to -1 gives a smaller output. So no reached output is less than or equal to all others.The only possible floor, -4, is unattained. Without an attained least height, there is no absolute minimum.
Answer
  • Absolute maximum: 5, occurring only at x = 2.
  • Absolute minimum: none, because outputs approach -4 as x approaches the excluded endpoint x = -1, but -4 is never reached.
Check f(2) = -(0)2 + 5 = 5. Any other domain input makes (x - 2)2 > 0, so f(x) < 5, which confirms the maximum is unique. f(4) = 1 is reached but is not the least output, since f(-0.99) = -3.9401 < 1. The outputs keep decreasing toward -4 as x approaches -1, and -4 is not attained because x = -1 is excluded.

Work to write

  1. f is a downward parabola with vertex (2, 5); domain -1 < x ≤ 4
  2. f(-1) = -4, but x = -1 is excluded, so -4 is not attained
  3. (x - 2)2 ≥ 0 ⇒ f(x) ≤ 5, with equality only at x = 2
  4. Absolute maximum value: 5
  5. Location: x = 2
  6. f(4) = 1 is not least, since outputs near x = -1 are smaller
  7. No absolute minimum (the height -4 is approached, never reached)

Absolute maximum: 5, occurring only at x = 2.
Absolute minimum: none, because outputs approach -4 as x approaches the excluded endpoint x = -1, but -4 is never reached.

.5Toolkit 5: cubic function, f(x) = x3

A cubic returns an input multiplied by itself three times. Negative inputs give negative outputs, zero gives zero, and positive inputs give positive outputs. Moving right keeps raising the output even where the middle of the graph looks nearly level.

  • Formula: f(x) = x3.
  • Domain and range: (−∞, ∞).
  • Increasing on (−∞, ∞); decreasing and constant on no interval.
  • No local maximum or minimum and no absolute maximum or minimum.
  • The flattened appearance at 0 is not a turn or a constant interval.
−22−10−8−6−4−2246810
The cubic rises through its flattened middle without a local turn.
Worked exampleA wide, flat-looking parabola reaches its lowest height at exactly one input

Let f(x) = 14(x + 1)2 + 2 with domain -4 < x ≤ 5. The graph is a wide upward-opening parabola with vertex (-1, 2). Near the vertex the curve looks almost flat: f(-2) = 2.25 and f(0) = 2.25. The left end at (-4, 4.25) is a hollow dot, so x = -4 is excluded. The right end at (5, 11) is a filled dot, so x = 5 is included. Find the absolute maximum and the absolute minimum of f, if they exist, and give every input where each one occurs.

−4−224624681012(-1, 2)(-4, 4.25) hollow(5, 11) filled(-2, 2.25)(0, 2.25)
Graph of f(x) = ¼(x + 1)2 + 2 on -4 < x ≤ 5. The curve has a flat-looking vertex at (-1, 2), a hollow dot at (-4, 4.25), and a filled dot at (5, 11). The points (-2, 2.25) and (0, 2.25) sit just above the vertex.
  1. Identify the toolkit shape: f is the squaring function x2, shifted 1 left and 2 up, and vertically compressed by a factor of 14. It opens upward with vertex (-1, 2).The form a(x - h)2 + k with a = 14 > 0, h = -1, k = 2 gives an upward parabola whose vertex is (h, k).
  2. Read the whole domain -4 < x ≤ 5. It is a bounded interval. The left end x = -4 is excluded (hollow dot). The right end x = 5 is included (filled dot). Nothing continues past either end.Only accepted inputs can produce an extreme value, so the endpoint dots must be checked first.
  3. Check for unbounded behavior. The domain is bounded, so the outputs cannot rise or fall without bound. Both extrema may exist.An extremum fails to exist by unboundedness only when the outputs grow or drop without limit on the domain.
  4. Find the lowest height. The vertex input x = -1 lies in the domain, and f(-1) = 14(0)2 + 2 = 2. Solve f(x) = 2: 14(x + 1)2 = 0, so x = -1 is the only solution. The nearby values f(-2) = 2.25 and f(0) = 2.25 are close to 2 but larger.The flat look near the vertex is misleading. The squared term is positive for every x ≠ -1, so the height 2 is reached at one input only.
  5. Find the highest height. f increases as x moves away from -1. To the left, the farthest input is near -4, where f(-4) = 14(9) + 2 = 4.25, but x = -4 is excluded. To the right, f(5) = 14(36) + 2 = 9 + 2 = 11, and x = 5 is included.The hollow dot at height 4.25 is not attained, but it is lower than 11 anyway. The included right end gives the greatest output.
  6. Compare the reached heights across the whole domain. Every output satisfies 2 ≤ f(x) ≤ 11. The value 2 occurs only at x = -1. The value 11 occurs only at x = 5, because the only other solution of (x + 1)2 = 36 is x = -7, which lies outside the domain.An absolute extremum is a reached output that is at least as large (or at least as small) as every other output, together with all inputs that produce it.
Answer
  • Absolute maximum: 11
  • Occurs at x = 5
  • Absolute minimum: 2
  • Occurs at x = -1 (only)
Check Test several domain inputs. f(-3.9) ≈ 4.10, f(-2) = 2.25, f(-1.1) = 2.0025, f(0) = 2.25, f(3) = 6, f(5) = 11. All of them lie between 2 and 11. Only x = -1 gives exactly 2. Solving f(x) = 11 gives x = 5 or x = -7, and -7 is outside -4 < x ≤ 5. The excluded end height 4.25 is never reached, and it is below 11.

Work to write

  1. Vertex (-1, 2) is in the domain; f(-1) = 2
  2. 14(x + 1)2 = 0 only when x = -1, so the minimum is reached once
  3. f(-4) = 4.25 is not attained (hollow dot)
  4. f(5) = 11 is attained (filled dot)
  5. Absolute maximum: 11 at x = 5
  6. Absolute minimum: 2 at x = -1

Absolute maximum: 11
Occurs at x = 5
Absolute minimum: 2
Occurs at x = -1 (only)

.6Toolkit 6: reciprocal function, f(x) = 1x

The reciprocal is one divided by the input. You cannot feed in zero, so the graph has separate branches on the two sides of zero. Each branch falls when you read it toward the right.

  • Formula: f(x) = 1x.
  • Domain and range: (−∞, 0) ∪ (0, ∞).
  • Decreasing on (−∞, 0) and on (0, ∞), separately; increasing and constant on no interval.
  • No local maximum or minimum and no absolute maximum or minimum.
  • It is not decreasing across the entire disconnected domain: f(−1) = −1 < 1 = f(1).
−4−224−4−224
Both branches fall; the gap at 0 must remain a split in behavior answers.
Worked exampleDecrease separately on both sides

Read behavior and extrema of f(x) = 1x.

−4−224−4−224
Read each continuous branch independently.
  1. The negative branch moves from f(−2) = −12 to f(−1) = −1.These input moves stay on one side of the excluded zero.
  2. The positive branch moves from f(1) = 1 to f(2) = 12.The larger positive denominator gives a smaller positive fraction.
  3. Report two decreasing intervals and no extrema.Each branch strictly falls, and outputs are unbounded above and below near the missing input.
Answer
  • Decreasing on (−∞, 0) and on (0, ∞), each separately.
  • Increasing: none.
  • Constant: none.
  • Local maximum: none.
  • Local minimum: none.
  • Absolute maximum: none.
  • Absolute minimum: none.
Check The across-branch pair −1 and 1 fails a decreasing comparison, so 'separately' matters.
.7Toolkit 7: reciprocal squared, f(x) = 1x2

First square the input, then divide one by that square. Every allowed output is positive. Farther from zero gives a larger denominator and a smaller output. Closer to zero gives a smaller denominator and a larger output.

  • Formula: f(x) = 1x2.
  • Domain: (−∞, 0) ∪ (0, ∞). Range: (0, ∞).
  • Increasing on (−∞, 0); decreasing on (0, ∞); constant on no interval.
  • No local maximum or minimum.
  • No absolute minimum: outputs approach 0 without reaching it. No absolute maximum: outputs grow without bound near excluded input 0.
−4−22424
The two positive branches never touch height 0 and rise without bound near input 0.
Worked exampleA reciprocal curve that sinks toward 0 but never gets there

Let f(x) = 6x with domain x ≥ 1. The left end at (1, 6) is a filled dot, so x = 1 is included. The domain continues to the right without end. A graphing window happens to stop at x = 12, but that is only where the picture is cut off. A table of values gives: f(1) = 6, f(2) = 3, f(3) = 2, f(6) = 1, f(12) = 12. Find the absolute maximum and the absolute minimum of f, if they exist, and give every input where each occurs.

input xoutput f(x) = 6/x16233261120.5↓ evaluate: input given, read the output below it
Values of f(x) = 6/x on its domain x ≥ 1. The outputs fall from 6 at x = 1 toward 0. The table stops at x = 12, but the domain continues.
  1. Identify the toolkit shape: f(x) = 6x is the reciprocal function 1x stretched vertically by 6. On x > 0 it is decreasing, and as x grows its outputs approach 0 from above.Knowing the toolkit behavior tells us how the graph acts beyond the plotted points. The reciprocal has the horizontal asymptote y = 0.
  2. Read the whole stated domain: x ≥ 1. It has an included left endpoint at x = 1 and no right endpoint. The window edge at x = 12 is not a domain endpoint.Extrema are judged over every accepted input, not only the visible part of the graph.
  3. Check for unbounded behavior. On x ≥ 1 the outputs never rise above 6 and never fall below 0, so they are bounded in both directions.An absolute maximum is ruled out automatically only when the outputs rise without bound. An absolute minimum is ruled out automatically only when they fall without bound.
  4. Test the low level 0. Solving 6x = 0 has no solution, because a fraction with numerator 6 is never 0. For any input a, the larger input 2a gives f(2a) = 3a, which is less than f(a). So no reached output is the least.A height that is approached but never attained is not an absolute minimum. Since every reached height has a lower one beyond it, there is no absolute minimum.
  5. Find the greatest reached output. f is decreasing on the domain, so the largest output occurs at the smallest accepted input, x = 1. That output is f(1) = 6. Every other input x > 1 gives 6x < 6, so x = 1 is the only location.The value 6 is attained at the included endpoint, and f(1) ≥ f(x) for every x ≥ 1.
Answer
  • Absolute maximum: 6, at x = 1 only.
  • Absolute minimum: none. The outputs approach 0 but never reach it.
Check f(1) = 61 = 6, and the filled dot means x = 1 is allowed. Large inputs give f(600) = 1100 and f(6000) = 11000, which are positive and shrinking but never 0. So 0 is never attained, and no positive output is the smallest.

Work to write

  1. Domain x ≥ 1 continues right; the window edge at x = 12 is not an endpoint
  2. f is decreasing on x ≥ 1 and approaches 0
  3. 6x = 0 has no solution, so 0 is not attained
  4. Absolute maximum: 6
  5. Location of maximum: x = 1
  6. Absolute minimum: none

Absolute maximum: 6, at x = 1 only.
Absolute minimum: none. The outputs approach 0 but never reach it.

.8Toolkit 8: square root function, f(x) = x

A square root asks which nonnegative number squares to the input. For example, 4 = 2 because 22 = 4. Real inputs must be nonnegative. The graph starts at the included input zero and rises toward the right.

  • Formula: f(x) = x.
  • Domain and range: [0, ∞).
  • This function increases throughout its domain; the course reports the open increasing interval (0, ∞).
  • Decreasing and constant on no interval.
  • Absolute minimum: 0 at x = 0. No absolute maximum.
  • The included endpoint 0 is not a local minimum under this text's two-sided-neighborhood definition.
246810−11234included end
The domain starts at included input 0, while the course reports increasing on (0, ∞).
Worked exampleAn endpoint can be an absolute minimum

For f(x) = x, give the domain, the course's increasing interval, and extrema.

246810−11234included min23
The lowest attained height is at the domain's included endpoint.
  1. Accept inputs x ≥ 0, including 0.A real square cannot be negative and 0 = 0.
  2. Read the rising graph and report increasing on (0, ∞).The course uses open behavior intervals, while the actual function also increases when comparing 0 with a larger input.
  3. The absolute minimum is 0 at x = 0; there is no absolute maximum or local extremum.All outputs are nonnegative, 0 is reached, the curve continues upward without bound, and its endpoint has no domain neighborhood on both sides.
Answer
  • Domain: [0, ∞).
  • Increasing interval reported in this course: (0, ∞).
  • Absolute minimum: 0 at x = 0.
  • Absolute maximum: none.
  • Local maximum: none.
  • Local minimum: none.
Check 0 = 0, 4 = 2, and 9 = 3 are increasing, including the accepted endpoint.
.9Toolkit 9: cube root function, f(x) = x3

A cube root reverses cubing. It asks what real number multiplied by itself three times makes the input. Negative inputs work: ∛(−8) = −2 because (−2)3 = −8. Larger inputs give larger cube roots.

  • Formula: f(x) = x3.
  • Domain and range: (−∞, ∞).
  • Increasing on (−∞, ∞); decreasing and constant on no interval.
  • No local maximum or minimum and no absolute maximum or minimum.
−8−6−4−22468−22
The cube-root curve rises through every real input.
Worked exampleNegative cube roots are accepted

Read behavior and extrema of f(x) = x3.

input xoutput ∛x−8−200273
Each output cubes back to its input, including the negative input.
  1. f(−8) = −2, f(0) = 0, and f(27) = 3.(−2)3 = −8, 03 = 0, and 33 = 27.
  2. Report increasing on (−∞, ∞), with no extrema.The curve keeps rising with no turn, level interval, or upper or lower output bound.
Answer
  • Increasing on (−∞, ∞).
  • Decreasing: none.
  • Constant: none.
  • Local maximum: none.
  • Local minimum: none.
  • Absolute maximum: none.
  • Absolute minimum: none.
Check Cubing each listed output returns its input, so the root values are correct.
.10Read the retained toolkit summary

A summary table is like a directory: it helps you retrieve a result after you have understood the separate graphs. These drawn columns repeat the original nine-function summary. Return to each function’s part if you need its reason.

  • The drawn tables retain the original increasing, decreasing, and absolute-extremum summary for all nine functions.
  • Read reciprocal decreasing intervals separately, since input 0 is excluded.
  • Constant c is both absolute values at every input, with no strict rising or falling interval.
input toolkit functionoutput increasing onconstantnoneidentity(−∞, ∞)absolute value(0, ∞)quadratic(0, ∞)cubic(−∞, ∞)reciprocalnonereciprocal squared(−∞, 0)square root(0, ∞)cube root(−∞, ∞)
The columns draw the retained summary’s increasing intervals; square-root domain inclusion remains [0, ∞).
Worked exampleReflected square root on a half-open domain: an endpoint minimum and an unreached top

Let f(x) = -x-2 + 6 with domain 2 < x ≤ 11. On the graph, the left end at (2, 6) is a hollow dot, so x = 2 is excluded. The right end at (11, 3) is a filled dot, so x = 11 is included. A table of values from the domain gives f(3) = 5, f(6) = 4 and f(11) = 3. Find the absolute maximum and the absolute minimum of f, if they exist. For each one that exists, give the value and every input where it occurs. If one does not exist, explain why.

input xoutput f(x) = -√{x - 2} + 63564113↓ evaluate: input given, read the output below it
Values of f(x) = -x-2 + 6 at the domain inputs 3, 6 and 11. The outputs fall from 5 to 4 to 3, and the included right end x = 11 gives the least output, 3.
  1. Identify the toolkit shape. The function f(x) = -x-2 + 6 is the square-root toolkit function x shifted right 2, reflected across the horizontal axis, then shifted up 6.x rises on x ≥ 0. The minus sign flips the graph vertically, so f falls steadily as x increases. A function that always falls has no turning point in the middle of its domain.
  2. Read the whole stated domain: 2 < x ≤ 11. The left end x = 2 is excluded (hollow dot at (2, 6)). The right end x = 11 is included (filled dot at (11, 3)). There are no arrows, so the graph does not continue past either end.An extremum must be attained at an input that is in the domain. Included and excluded ends must be noted before any heights are compared.
  3. Check for unbounded behavior. On 2 < x ≤ 11, the value x-2 lies between 0 and 3. So f(x) lies between 6 - 3 = 3 and 6 - 0 = 6.The outputs are trapped between 3 and 6. They neither rise nor fall without bound, so unboundedness does not rule out either extremum.
  4. Test the top level, 6. As x moves toward 2 from the right, f(x) approaches 6. Reaching 6 would need x-2 = 0, which means x = 2, and x = 2 is excluded. For every x in the domain, x-2 > 0, so f(x) < 6. Any accepted input x has a slightly smaller accepted input that gives a larger output.A height that is approached but never reached is not an absolute maximum. The hollow dot at (2, 6) marks an unattained level, and no reached output is the largest. So there is no absolute maximum.
  5. Test the bottom level, 3. At x = 11, f(11) = -9 + 6 = -3 + 6 = 3, and x = 11 is in the domain. For every x in the domain, x-2 ≤ 9 = 3, so f(x) ≥ 3. Equality needs x-2 = 3, which happens only at x = 11.The value 3 is reached at an accepted input, and no domain input gives a lower output. That makes 3 the absolute minimum, and x = 11 is the only input that produces it.
  6. Compare with the table: f(3) = 5, f(6) = 4, f(11) = 3. These outputs fall as x grows, all are at least 3, and all are below 6.Reached heights at sample inputs agree with the analysis: a falling shape with its lowest point at the included right end.
Answer
  • Absolute maximum: none. The outputs approach 6 as x approaches 2, but x = 2 is excluded, so 6 is never reached.
  • Absolute minimum: 3, at x = 11.
Check Substitute x = 11: -11-2 + 6 = -3 + 6 = 3. Take an input close to the excluded end, x = 2.01: 0.01 = 0.1, so f(2.01) = 5.9. This is below 6. Take x = 2.0001: f = 6 - 0.01 = 5.99, still below 6. The outputs climb toward 6 without reaching it, and every value stays at least 3.

Work to write

  1. f(x) = -x-2 + 6 is decreasing on 2 < x ≤ 11
  2. x = 2 is excluded (hollow dot), x = 11 is included (filled dot)
  3. f(x) → 6 as x → 2⁺, but f(x) < 6 for every domain input
  4. Absolute maximum: none (6 is approached but not attained)
  5. f(11) = -9 + 6 = 3
  6. Absolute minimum: 3
  7. Occurs at x = 11

Absolute maximum: none. The outputs approach 6 as x approaches 2, but x = 2 is excluded, so 6 is never reached.
Absolute minimum: 3, at x = 11.

.11Included endpoints can hold absolute records

The endpoint is the end of the accepted input stretch, like the end of a road. A filled dot means the point belongs to the graph. It can be the highest or lowest point even when there is no nearby road on one side.

  • Check included endpoints when comparing all domain outputs.
  • This text's local definition needs an open domain neighborhood on both sides.
  • The domain restriction can change absolute extrema even when the formula stays the same.
−22246810included endvalleyincluded end
The full restricted domain has an absolute maximum at its left endpoint.
Worked exampleAbsolute extrema of f(x) = -(x + 2)2 + 7 on a closed interval

Let f(x) = -(x + 2)2 + 7 with domain -5 ≤ x ≤ 0. The graph is a downward-opening parabola with vertex (-2, 7). The left end at (-5, -2) is a filled dot, so x = -5 is included. The right end at (0, 3) is a filled dot, so x = 0 is included. Find the absolute maximum and the absolute minimum of f, and state where each occurs.

−6−4−22−4−22468(-5, -2)(-2, 7)(0, 3)
Downward parabola f(x) = -(x + 2)2 + 7 on -5 ≤ x ≤ 0. The vertex (-2, 7) is marked, with filled endpoint dots at (-5, -2) and (0, 3).
  1. Identify the toolkit shape. f(x) = -(x + 2)2 + 7 is the squaring function x2 reflected over the x-axis, shifted 2 left and 7 up. It is a downward-opening parabola with vertex (-2, 7).The squaring toolkit function accepts every real input. Here the stated domain -5 ≤ x ≤ 0 is the only restriction.
  2. Read the whole domain: -5 ≤ x ≤ 0, with filled dots at both ends and no arrows.Filled dots mean x = -5 and x = 0 are accepted inputs. The graph stops there, so the outputs cannot rise or fall without bound.
  3. Check for heights that are approached but never reached. Both endpoints are included and the curve is unbroken between them, so there are no hollow dots or unattained levels.Only heights reached at accepted inputs can be absolute extrema.
  4. Find the greatest output. Since (x + 2)2 ≥ 0, f(x) = 7 - (x + 2)2 ≤ 7 for every x. The value 7 is reached when x + 2 = 0, which gives x = -2, and -5 ≤ -2 ≤ 0.The vertex is the highest point of a downward parabola, and here it lies inside the domain.
  5. Find the least output. Evaluate both endpoints: f(-5) = -(-3)2 + 7 = -9 + 7 = -2 and f(0) = -(2)2 + 7 = -4 + 7 = 3. Compare them: -2 < 3.A downward parabola decreases as you move away from the vertex. The lowest point on a closed interval is therefore at the endpoint farther from the vertex. That endpoint is x = -5, which is 3 units from x = -2, while x = 0 is only 2 units away.
  6. Confirm that -2 is the least reached output and find every input that gives it. On the domain, -3 ≤ x + 2 ≤ 2, so (x + 2)2 ≤ 9 and f(x) ≥ -2. Equality needs x + 2 = ±3, so x = -5 or x = 1. Only x = -5 is in the domain.The location must list every accepted input that produces the extreme value.
Answer
  • Absolute maximum: 7, at x = -2.
  • Absolute minimum: -2, at x = -5.
Check Test interior points: f(-4) = -(-2)2 + 7 = 3, f(-3) = -1 + 7 = 6, f(-1) = -1 + 7 = 6. Every value lies between -2 and 7. The right endpoint value f(0) = 3 is larger than -2, so it is not the minimum.

Work to write

  1. Domain -5 ≤ x ≤ 0, both endpoints included (filled dots)
  2. Vertex (-2, 7) is in the domain, and f(x) ≤ 7 for all x
  3. f(-5) = -2 and f(0) = 3
  4. Absolute maximum: 7
  5. Occurs at x = -2
  6. Absolute minimum: -2
  7. Occurs at x = -5

Absolute maximum: 7, at x = -2.
Absolute minimum: -2, at x = -5.

.12Hollow endpoints and unattained heights

A hollow dot is like a closed entrance: you can approach that address, but it is not accepted. The height at that excluded point cannot count as a reached record. A bound alone is not enough; an absolute extremum must happen.

  • A hollow dot is excluded from the graph.
  • A limiting height reached only at an excluded input cannot supply an absolute extremum.
  • A bounded function can still have no absolute maximum or minimum if the relevant bound is unattained.
02[0, 2)
The domain [0, 2) includes 0 and excludes 2.
Worked exampleA graph stops before its apparent highest height

For f(x) = x on domain [0, 2), find the absolute maximum and minimum.

02[0, 2)
The hollow endpoint at 2 excludes the apparent top height.
212included minacceptedaccepted
Read this line only on the stated domain [0, 2); the window boundary at 2 is excluded, as the number-line picture shows.
  1. f(0) = 0 and every accepted output is at least 0.Every accepted input is nonnegative, and the output equals the input.
  2. No accepted input produces output 2.The right endpoint is excluded.
  3. For any accepted input b, the input b+22 is still below 2 and is greater than b.It is halfway from b toward 2, so it gives a larger accepted output.
  4. There is no absolute maximum; the absolute minimum is 0 at 0.Every candidate high output is beaten, while the lower bound 0 is reached.
Answer
  • Absolute maximum: none.
  • Absolute minimum: 0 at x = 0.
Check Input 1.5 is accepted and gives output 1.5; input 1.75 is also accepted and gives a greater output. The same halfway argument works for every b < 2.
.13Explain local versus absolute in words

A nearby record and an overall record answer different questions. Think of the tallest tree near your house compared with the tallest tree in the entire forest. Either comparison can tie, and either kind of record can fail to exist.

  • Local compares nearby domain points on both sides; absolute compares every domain point.
  • A local extremum can be an isolated turn or a nonstrict flat comparison.
  • An absolute extremum can occur at an included endpoint.
  • Both values can occur at more than one input, or fail to exist.
input comparisonoutput local / absolutewhat it beatsnearby both sides / whole domainwhere it sitsinterior turn or flat / interior or included endpointcan be absentyes / yescan occur at several inputsyes / yes
The four columns draw the same local-versus-absolute comparisons as the retained comparison table.
Worked exampleA turn without an overall record

The given full curve f(x) = x3 − 12x rises to (−2, 16), falls to (2, −16), then rises again. Its left end continues downward without bound and its right end upward without bound. Explain its local and absolute extrema.

−4−224−40−32−24−16−8816243240below local minlocal maxlocal minabove local max
Exact dots sample the given smooth curve; its stated end behavior, rather than finite samples alone, excludes absolute records.
  1. There is local maximum 16 at −2 and local minimum −16 at 2.The stated direction changes make the nearby two-sided comparisons hold.
  2. There is no absolute maximum or minimum.The given end behavior beats every upper or lower candidate bound.
  3. State that local describes a neighborhood while absolute describes the whole domain.The turning values win their nearby comparisons but lose the whole-domain comparison.
Answer
  • Local maximum: 16 at x = −2.
  • Local minimum: −16 at x = 2.
  • Absolute maximum: none.
  • Absolute minimum: none.
Check f(−4.5) = −37.125 < −16 and f(4.5) = 37.125 > 16 already beat the local values; the stated unbounded ends rule out every possible absolute record.
.14Absolute records of a finite data function

A table can be a complete function when its domain is exactly the listed inputs, like a list of measured prices on eight specific dates. Then you compare every listed output to find the highest and lowest recorded values.

  • For domain exactly {2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012}, the table is the full finite function.
  • Absolute maximum: $3.68 at 2012. Absolute minimum: $2.31 at 2005.
  • A sampled peak or dip relative to adjacent years does not establish a continuous local extremum.
  • The finite table has no open domain neighborhood around a listed year, so this text's two-sided interval definition is not being applied to the sampled peak language.
input yearoutput price ($)20052.3120062.6220072.8420083.320092.4120102.8420113.5820123.68
This table is complete only for the specified eight-input domain.
Worked exampleUse all recorded columns

Let the gas-price function's domain be exactly the eight recorded years in the picture. Find its absolute maximum and minimum and describe the adjacent-year peak and dip honestly.

input yearoutput price ($)20052.3120062.6220072.8420083.320092.4120102.8420113.5820123.68↓ evaluate: input given, read the output below it
Highlight the two global records and the two adjacent-year sampled comparisons without filling in unknown dates.
  1. Scan every output column; 3.68 is greatest and 2.31 is least.All domain outputs appear in this finite table.
  2. The column under 2012 gives 3.68 and the column under 2005 gives 2.31.These are the input locations of the record outputs.
  3. The 2008 output 3.30 exceeds its adjacent recorded outputs 2.84 and 2.41; the 2009 output 2.41 is below adjacent 3.30 and 2.84.Those column comparisons describe an observed sampled peak and dip, rather than continuous behavior at unrecorded times.
Answer
  • Absolute maximum of the finite data function: $3.68 at 2012.
  • Absolute minimum of the finite data function: $2.31 at 2005.
  • Sampled adjacent-year peak: $3.30 in 2008.
  • Sampled adjacent-year dip: $2.41 in 2009.
  • Unrecorded prices and their extrema: undetermined.
Check Every listed output lies between 2.31 and 3.68, and both bounds occur in the table. The early and late endpoint years can hold the finite data function's absolute records.
Strategy: step by step
  1. Review the nine toolkit shapes and their domain restrictions before using the summary table.
  2. Look at the whole stated domain, including included endpoint dots and any arrows or stated continuation.
  3. If outputs rise without bound, there is no absolute maximum; if they fall without bound, there is no absolute minimum.
  4. A height approached but never reached is not an absolute extremum. Check excluded hollow dots and unattained levels.
  5. Compare the remaining reached heights with every domain piece. Find the greatest and least reached outputs and every input producing each.
  6. Answer with the value and location on separate lines. A viewing-window edge does not establish a domain endpoint.
Strategy
Check the whole domain and attainment
1
Is the proposed point excluded by a hollow dot or a domain restriction?
YesIts height is not reached there. It cannot supply an absolute extremum.
NoKeep it as a candidate.
↓
2
Do outputs continue beyond every upper or lower bound?
YesThere is no absolute maximum for unbounded-above outputs, or no absolute minimum for unbounded-below outputs.
NoCheck attainment instead of assuming a record exists.
↓
3
Is the best apparent height only approached, never reached?
YesThat bound is not an absolute extremum.
NoCompare the attained height with every domain piece.
↓
4
Does more than one input attain the same absolute height?
YesList every such input; there is still one maximum or minimum value.
NoGive the single value and location.
  1. Identify the exact domain and its included or excluded endpoints.
  2. Check every branch for outputs without an upper or lower bound.
  3. Check whether a proposed record height is actually reached.
  4. Compare all reached candidate heights, including included endpoints.
  5. List every input that reaches each absolute value.
Worked exampleShowing that a highest point exists

Find the absolute maximum and absolute minimum of f(x) = 4 − x2 on its whole real-number domain, if they exist.

−22−8−6−4−224(0, 4)absolute max 4
The parabola reaches height 4 at its vertex; the stated formula continues downward beyond the window.
input xoutput 4 − x²−20−1304132010−96
Sample values check the peak; the general argument establishes the bound and absence of a minimum.
  1. x2 ≥ 0 for every real input x.Positive and negative numbers have positive squares, and 02 = 0.
  2. Thus f(x) = 4 − x2 ≤ 4 for every input.Subtracting a nonnegative number leaves 4 or less.
  3. f(0) = 4 − 02 = 4.Input 0 is accepted and is the only input making the square zero.
  4. The absolute maximum is 4 at x = 0.No output is greater and this value is attained.
  5. f(10) = −96 and f(100) = −9,996; larger input sizes make the output fall without bound.x2 grows without bound and is subtracted from 4.
  6. There is no absolute minimum.Every candidate low height is eventually beaten by subtracting a still larger square.
Answer
  • Absolute maximum: 4 at x = 0.
  • Absolute minimum: none.
Check The fntable columns under −2 and 2 both show output 0, the columns under −1 and 1 show 3, and the column under 0 shows the vertex height 4. The column under 10 drops to −96. These samples support the picture; the square bound and unbounded-square argument prove the full-domain result.
Ladder: from easy to exam-hard. Press Try it first on any rung to hide its steps and use them as hints.
Rung 1Absolute extrema of a restricted parabola with an open endpoint

The function f(x) = -(x - 1)2 + 4 is defined only on the domain -1 ≤ x < 4. Its graph is a downward-opening parabola with vertex (1, 4). There is a closed (filled) dot at (-1, 0) and an open (hollow) dot at (4, -5). Find the absolute maximum and the absolute minimum of f, if they exist. For each one that exists, give the value and every input where it occurs.

−2246−6−4−2246(-1, 0) closed(1, 4) vertex(4, -5) open
The parabola f(x) = -(x - 1)2 + 4. Only the part from the closed dot at (-1, 0) to the hollow dot at (4, -5) belongs to the function, and the vertex (1, 4) is the highest point.
  1. Identify the toolkit shape: f is the square function y = x2 reflected across the x-axis, shifted 1 right and 4 up. It opens downward with vertex (1, 4).Knowing the toolkit shape tells us the graph rises up to the vertex and falls on both sides of it.
  2. Read the whole stated domain: -1 ≤ x < 4. The left endpoint x = -1 is included (closed dot). The right endpoint x = 4 is excluded (hollow dot). There are no arrows, so the graph does not continue past either end.Absolute extrema are judged only over the accepted inputs, so we must know exactly which endpoints count.
  3. Check for unbounded behavior. The domain is a bounded interval and the graph stops at both ends, so the outputs neither rise nor fall without bound.Unbounded outputs would rule out an extremum, but that does not happen here.
  4. Check the hollow dot. As x approaches 4 from the left, f(x) approaches f(4) = -(3)2 + 4 = -5. But x = 4 is not in the domain, so the height -5 is never reached. For example, f(3.9) = -(2.9)2 + 4 = -4.41, which is still above -5.A height that is approached but never attained cannot be an absolute extremum.
  5. Compare the reached heights. For -1 ≤ x < 4, the quantity x - 1 lies in [-2, 3), so (x - 1)2 lies in [0, 9). That makes f(x) lie in (-5, 4]. The greatest reached output is 4, at x = 1 only. The closed endpoint gives f(-1) = 0, which is less than 4. No least reached output exists, because the outputs get arbitrarily close to -5 without ever reaching it.The absolute maximum is the greatest attained output. The absolute minimum would have to be a least attained output, and the set (-5, 4] has no least element.
  6. State the results with value and location on separate lines.The lesson asks for the value and the location to be reported separately.
Answer
  • Absolute maximum value: 4
  • Location: x = 1
  • Absolute minimum: none (the outputs approach -5 but never reach it, because x = 4 is excluded)
Check f(1) = -(0)2 + 4 = 4, and every domain input gives (x - 1)2 ≥ 0, so f(x) ≤ 4. For a minimum, test values near the open end: f(3.99) = -(2.99)2 + 4 = -4.9401, which is above -5. Any proposed minimum m > -5 is beaten by inputs closer to 4, and -5 itself is never attained. So there is no absolute minimum.

Work to write

  1. Domain: -1 ≤ x < 4; x = 4 excluded (hollow dot)
  2. Vertex (1, 4) is the highest reached point
  3. Absolute maximum value: 4
  4. Location: x = 1
  5. f(x) → -5 as x → 4⁻, but f never equals -5
  6. No absolute minimum

Absolute maximum value: 4
Location: x = 1
Absolute minimum: none (the outputs approach -5 but never reach it, because x = 4 is excluded)

Rung 2Rung 2: Showing that a highest point exists

Find the absolute maximum and absolute minimum of f(x) = 4 − x2 on its whole real-number domain, if they exist.

−22−8−6−4−224(0, 4)absolute max 4
The parabola reaches height 4 at its vertex; the stated formula continues downward beyond the window.
input xoutput 4 − x²−20−1304132010−96
Sample values check the peak; the general argument establishes the bound and absence of a minimum.
  1. x2 ≥ 0 for every real input x.Positive and negative numbers have positive squares, and 02 = 0.
  2. Thus f(x) = 4 − x2 ≤ 4 for every input.Subtracting a nonnegative number leaves 4 or less.
  3. f(0) = 4 − 02 = 4.Input 0 is accepted and is the only input making the square zero.
  4. The absolute maximum is 4 at x = 0.No output is greater and this value is attained.
  5. f(10) = −96 and f(100) = −9,996; larger input sizes make the output fall without bound.x2 grows without bound and is subtracted from 4.
  6. There is no absolute minimum.Every candidate low height is eventually beaten by subtracting a still larger square.
Answer
  • Absolute maximum: 4 at x = 0.
  • Absolute minimum: none.
Check The fntable columns under −2 and 2 both show output 0, the columns under −1 and 1 show 3, and the column under 0 shows the vertex height 4. The column under 10 drops to −96. These samples support the picture; the square bound and unbounded-square argument prove the full-domain result.
Rung 3Absolute extrema of a parabola on a closed interval with a tied maximum

The function f(x) = (x - 2)2 - 1 is defined only on the domain -1 ≤ x ≤ 5. Its graph is an upward-opening parabola with vertex (2, -1). Both ends are included. There is a closed (filled) dot at (-1, 8) and a closed (filled) dot at (5, 8). Find the absolute maximum and the absolute minimum of f, if they exist. Give each value and every input where it occurs.

−2246−2246810(-1, 8)(2, -1)(5, 8)
Graph of f(x) = (x - 2)2 - 1. The function is defined only for -1 ≤ x ≤ 5, with filled endpoint dots at (-1, 8) and (5, 8) and the vertex at (2, -1).
  1. Identify the toolkit shape. f(x) = (x - 2)2 - 1 is the squaring function shifted right 2 and down 1. It opens upward and its vertex is (2, -1).The squaring toolkit function x2 has a lowest point at its vertex and rises on both sides. A shift moves the vertex but does not change that behavior.
  2. Read the whole stated domain: -1 ≤ x ≤ 5. Both endpoints use ≤, so x = -1 and x = 5 are accepted inputs. The graph has no arrows.The domain is fixed by the problem statement. It is not set by any viewing window. Included ends shown with filled dots are candidates for extrema.
  3. Check for unbounded behavior. The domain is a closed, bounded interval, so the outputs cannot rise or fall without bound.Unbounded outputs would rule out an extremum. Here the graph stops at two filled dots.
  4. Check for heights that are approached but never reached. There are no hollow dots, and every height on the curve from x = -1 to x = 5 is reached.Only attained values can be absolute extrema. With both ends closed, no endpoint height is excluded.
  5. List the candidates. The interior vertex is at x = 2, with f(2) = (0)2 - 1 = -1. The left end is at x = -1, with f(-1) = (-3)2 - 1 = 9 - 1 = 8. The right end is at x = 5, with f(5) = (3)2 - 1 = 9 - 1 = 8.On a closed interval, an absolute extremum of this parabola can occur only at the vertex or at an included endpoint.
  6. Compare the reached heights: -1, 8 and 8. The greatest is 8, reached at both x = -1 and x = 5. The least is -1, reached only at x = 2.The absolute maximum must be at least as large as every output, and the absolute minimum must be at most as small as every output. Every input that produces the extreme value must be reported.
Answer
  • Absolute maximum: 8, at x = -1 and x = 5.
  • Absolute minimum: -1, at x = 2.
Check Test an interior input such as x = 0: f(0) = 4 - 1 = 3, which lies between -1 and 8. Test x = 4: f(4) = 4 - 1 = 3, which also lies between them. The two ends are each 3 units from the vertex at x = 2, so by symmetry they share the height 8. No point in the domain is lower than the vertex, because (x - 2)2 ≥ 0 means f(x) ≥ -1.

Work to write

  1. f(2) = -1 (vertex, interior)
  2. f(-1) = 8 (included left end)
  3. f(5) = 8 (included right end)
  4. Absolute maximum: 8
  5. occurs at x = -1 and x = 5
  6. Absolute minimum: -1
  7. occurs at x = 2

Absolute maximum: 8, at x = -1 and x = 5.
Absolute minimum: -1, at x = 2.

Rung 4Rung 4: A graph stops before its apparent highest height

For f(x) = x on domain [0, 2), find the absolute maximum and minimum.

02[0, 2)
The hollow endpoint at 2 excludes the apparent top height.
212included minacceptedaccepted
Read this line only on the stated domain [0, 2); the window boundary at 2 is excluded, as the number-line picture shows.
  1. f(0) = 0 and every accepted output is at least 0.Every accepted input is nonnegative, and the output equals the input.
  2. No accepted input produces output 2.The right endpoint is excluded.
  3. For any accepted input b, the input b+22 is still below 2 and is greater than b.It is halfway from b toward 2, so it gives a larger accepted output.
  4. There is no absolute maximum; the absolute minimum is 0 at 0.Every candidate high output is beaten, while the lower bound 0 is reached.
Answer
  • Absolute maximum: none.
  • Absolute minimum: 0 at x = 0.
Check Input 1.5 is accepted and gives output 1.5; input 1.75 is also accepted and gives a greater output. The same halfway argument works for every b < 2.
Rung 5Rung 5: A turn without an overall record

The given full curve f(x) = x3 − 12x rises to (−2, 16), falls to (2, −16), then rises again. Its left end continues downward without bound and its right end upward without bound. Explain its local and absolute extrema.

−4−224−40−32−24−16−8816243240below local minlocal maxlocal minabove local max
Exact dots sample the given smooth curve; its stated end behavior, rather than finite samples alone, excludes absolute records.
  1. There is local maximum 16 at −2 and local minimum −16 at 2.The stated direction changes make the nearby two-sided comparisons hold.
  2. There is no absolute maximum or minimum.The given end behavior beats every upper or lower candidate bound.
  3. State that local describes a neighborhood while absolute describes the whole domain.The turning values win their nearby comparisons but lose the whole-domain comparison.
Answer
  • Local maximum: 16 at x = −2.
  • Local minimum: −16 at x = 2.
  • Absolute maximum: none.
  • Absolute minimum: none.
Check f(−4.5) = −37.125 < −16 and f(4.5) = 37.125 > 16 already beat the local values; the stated unbounded ends rule out every possible absolute record.
Rung 6Rung 6: Absolute maximum at two places

You are asked for the highest and lowest heights reached on the complete pictured domain [−2.5, 3], including both filled endpoint dots. The dots sample the original smooth curve f(x) = 16 − 1.04(x2 − 4)2 on this restricted domain; it reproduces the extreme values in the textbook illustration. Read all inputs where each absolute extreme value occurs.

−22−12−9−6−3369121518included left endpointmaximum 16local valley −0.64maximum 16endpoint minimum −10
The dots sample one smooth curve on the complete restricted domain; both endpoint dots belong, and no extension outside [−2.5, 3] is part of this problem.
−2.53[−2.5, 3]
Both ends of the allowed-input interval are included, so both endpoint outputs must be checked.
  1. Scan the pictured heights over the entire stated domain. The two tallest dots have height 16, at x = −2 and x = 2.These are the tops of the pictured curve. Algebra checks the upper bound: (x2 − 4)2 ≥ 0, so subtracting 1.04 times that square can never produce an output above 16.
  2. It is reached at two inputs, x = −2 and x = 2.Substitute x = −2 or x = 2: x2 = 4 and (x2 − 4)2 = 0, so both outputs equal 16. No other input makes x2 − 4 zero on this domain.
  3. The least y-value anywhere is −10, reached at x = 3.The curve is lowest at the included right endpoint. On [−2.5, 3], 0 ≤ x2 ≤ 9, so −4 ≤ x2 − 4 ≤ 5. Thus the distance of x2 − 4 from 0 is at most 5, and its square is at most 25. Multiplying by positive 1.04 preserves that upper bound; subtracting from 16 gives f(x) ≥ 16 − 1.04 · 25 = −10. Finally f(3) = −10 reaches the bound.
Answer
  • Absolute maximum: 16 at x = −2 and x = 2.
  • Absolute minimum: −10 at x = 3.
Check Each answer has two parts: the value (a y-value) and where it occurs (x-values). There is one absolute maximum value, 16, even though it happens at two places. The left endpoint has f(−2.5) = 10.735, above −10. The local valley at x = 0 has height −0.64, also above −10, so a nearby valley need not be the absolute minimum.
Counterexamples: what it is not, and the tempting wrong moves
✗ Not this: The tallest visible sample must be the absolute maximum.
A continuing curve can reach greater heights beyond the window; finite samples do not bound the whole domain.
✓ Instead: Check the full stated domain and end behavior.
✗ Not this: If outputs approach 0, then 0 is the absolute minimum.
1x2 stays positive at every allowed input and never reaches 0.
✓ Instead: Require the candidate height to be attained.
✗ Not this: A domain endpoint cannot be an extremum.
For x2 on [−3, 2], the included endpoint −3 gives the absolute maximum 9.
✓ Instead: Check included endpoints for absolute extrema; this text's local rule still needs both sides.
✗ Not this: An absolute maximum occurring at two inputs means two different maximum values.
Two peaks of height 16 share the same greatest output.
✓ Instead: Give one maximum value and list every input that reaches it.
Tips and tricks
  • Absolute here means over the whole domain; it does not mean the absolute value operation |x|.
  • Write both the output record and every input where it is attained.
  • A complete graph stops at its stated ends. Check its included end dots, but do not treat every picture-window edge as an endpoint.
  • Bounded is not enough. Check whether the best height is reached.
  • The toolkit summary's reciprocal intervals describe each branch separately.
Trap. Calling the highest point visible in a picture the absolute maximum when an arrow shows the graph keeps rising beyond the window. Check how the graph behaves at its ends before you name an absolute maximum or minimum.