AP Precalculus · Unit 1: Polynomial and Rational Functions · Lesson 1.4

Deep Dive: Polynomial Functions and Rates of Change

🔬 Deep Dive
This is your textbook for this topic. Take your time. Read it more than once.
1.4.A1.4.A.1Concept

What Makes a Function a Polynomial?

A nonconstant polynomial function of x is any function representation that is equivalent to the analytical form below. The exponents are whole numbers counting down to 0, the coefficients ai are real numbers, n is a positive integer, and the first coefficient an is not zero.

p(x) = anxn + an−1xn−1 + … + a2x² + a1x + a0
NameWhat it isIn 2x⁴ − 5x + 1
DegreeThe highest exponent, n4
Leading termanxn2x⁴
Leading coefficientan, the number multiplying the leading term2

Pick an expression. The tool decides whether it is a nonconstant polynomial function, and for the ones that are, it reads off the degree, the leading term, and the leading coefficient.

✓ A nonconstant polynomial

Every exponent is a positive whole number (3 and 1), the constant term 7 is a real number, and the coefficients are real.

degree nleading termleading coefficient
34x³4
-2-1.5-1-0.500.511.52-20-100102030xy
⚠️The degree is the highest exponent, not the exponent of the first term you see. In 3x − 7x⁴ + 2 the degree is 4 and the leading coefficient is −7. And “equivalent to” matters: (x − 1)(x + 2)(x + 3) is a polynomial because it multiplies out to x³ + 4x² + x − 6.
💡On the exam you need to recognize polynomial functions and name their degree, leading term, and leading coefficient. You do not need to recite the formal definition.
1.4.A1.4.A.2Concept

Local and Global Maximums and Minimums

Where a polynomial function switches between increasing and decreasing, it has a local (or relative) maximum or minimum output value. Local extrema also occur at the included endpoint of a polynomial with a restricted domain.

A local maximum is a global (or absolute) maximum when it is greater than all other output values. A local minimum is a global minimum when it is less than all other output values.

global max at c: f(c) ≥ f(x) for every x in the domain
global min at c: f(c) ≤ f(x) for every x in the domain

The curve is green where the outputs are increasing and coral where they are decreasing. Every dot is a local maximum or minimum; the gold dots are also global, and the silver dots are local only.

domain: all real numbers (graph shown for −3 ≤ x ≤ 3)
-3-2-10123-20-1001020xy(−1, 2)(1, −2)
pointtypeglobal?
(−1, 2)local maximumlocal only
(1, −2)local minimumlocal only
global maximum: none (the outputs keep going up without bound on the right)global minimum: none (the outputs keep going down without bound on the left)
🔑Every global extremum is also local, but a local extremum is global only if no other output beats it. In the first graph the local maximum 2 is not global, because the outputs go higher to the right. Restrict the domain and an endpoint can become the global maximum or minimum.
1.4.A1.4.A.3Concept

A Turning Point Between Every Two Zeros

Between every two distinct real zeros of a nonconstant polynomial function, there must be at least one input value corresponding to a local maximum or local minimum.

Here is why in plain words. At one zero the output is 0. Between the zeros the graph is either all above the x-axis or all below it, and it must come back to 0 at the next zero. So it has to leave the axis, turn around, and return. The turn is the local maximum or minimum. The average rate just after the left zero and the average rate just before the right zero have opposite signs.

Choose a polynomial, then choose two neighboring real zeros. The gold stretch of the graph sits between them. Look for the local maximum or minimum hiding in that stretch, and check the average rates just inside each zero.

-3-2-10123-15-10-5051015xy(−1.15, 3.08)
zeros: f(−2) = 0 and f(0) = 0average rate on [−2, −1.9] (just inside the left zero): 7.41average rate on [−0.1, 0] (just inside the right zero): −3.99The rates have opposite signs: the function switches between increasing and decreasing in between.local maximum between the zeros: max at (−1.15, 3.08)
⚠️The statement says at least one, and it does not run backward. The polynomial x³ has a single zero and no local extrema at all, and x² + 1 has a local minimum even though it has no real zeros. Also notice that a zero can itself be an extremum: for x⁴ − 4x² the zero at x = 0 is a local maximum.
1.4.A1.4.A.4Concept

Even Degree Means a Global Extreme

A polynomial function of even degree has either a global maximum or a global minimum. With a positive leading coefficient it opens upward and has a global minimum. With a negative leading coefficient it opens downward and has a global maximum. A polynomial of odd degree has neither, because its outputs keep going up on one side and down on the other.

Read the degree and the sign of the leading coefficient, then see what kind of global extreme each polynomial has. Gold dots mark the global extremum, silver dots are other local extrema.

-3-2-10123-1001020304050xy(−1.41, −4)(1.41, −4)
degree 4 (even), leading coefficient 1 (positive)Global minimum −4 at x = −1.41 and 1.41. There is no global maximum: the outputs keep growing.

The quadratic is the simplest case

For a quadratic function, the global maximum or global minimum occurs at the vertex. If a > 0 the parabola opens up and the vertex is the global minimum. If a < 0 it opens down and the vertex is the global maximum. From f(x) = ax² + bx + c, the vertex is at x = −b/(2a); from vertex form a(x − h)² + k, it is at (h, k).

f(x) = a(x − h)² + k → vertex (h, k)

A quadratic in vertex form is f(x) = a(x − h)² + k. Slide a, h, and k. The vertex is the single point where the function switches between increasing and decreasing, and it is the global maximum or minimum.

a1.0
h2
k-3
-6-4-20246-10-8-6-4-20246810xf(x)vertex (2, -3)
f(x) = 1(x − 2)² + −3 = x² − 4x + 1vertex at x = −b/(2a) = 4/2 = 2, and f(2) = −3average rate on [h − 1, h]: −1 and on [h, h + 1]: 1 (opposite signs: the direction switches at the vertex)Opens up: the vertex is the global minimum, −3.
🔑Higher-degree even polynomials can have several local extrema, but only the lowest local minimum (positive leading coefficient) or the highest local maximum (negative leading coefficient) can be the global one. Different local minimums can share the same value, as in x⁴ − 4x², where both turning points at x = ±1.41 tie for the global minimum of −4.
1.4.A1.4.A.5Concept

Points of Inflection: Where the Bend Switches

Points of inflection of a polynomial function occur at input values where the rate of change of the function changes from increasing to decreasing or from decreasing to increasing. This is where the graph changes from concave up to concave down, or from concave down to concave up.

You already know how to read this from Lesson 1.3. List the average rates over equal-length intervals. If they were increasing and then start decreasing, the graph was concave up and then becomes concave down, and an inflection point sits where it switches.

rates increasing → concave up
rates switch direction → inflection point

Chords are green where the average rates are increasing and coral where they are decreasing, as in Lesson 1.3. A point of inflection is where the colors switch. Turn on the extrema to see that inflection points and local maximums and minimums are different things.

-3-2-10123-20-1001020xf(x)x = 0
intervalaverage ratecompared with the previous
[−3, −2.5]19.75—
[−2.5, −2]12.25▼ decreasing
[−2, −1.5]6.25▼ decreasing
[−1.5, −1]1.75▼ decreasing
[−1, −0.5]-1.25▼ decreasing
[−0.5, 0]-2.75▼ decreasing
[0, 0.5]-2.75= same
[0.5, 1]-1.25▲ increasing
[1, 1.5]1.75▲ increasing
[1.5, 2]6.25▲ increasing
[2, 2.5]12.25▲ increasing
[2.5, 3]19.75▲ increasing
From the rates: concave down, then concave up.The rates switch direction between x = −0.5 and 0.5, so an inflection point is in that stretch.Points of inflection: x ≈ 0
⚠️Inflection points are not the same as local maximums and minimums. An extremum is where the outputs switch between increasing and decreasing. An inflection point is where the rates switch between increasing and decreasing. The polynomial x³ has an inflection point at x = 0 but no extremum, and x⁴ − 6x² has its inflection points at x = ±1 while its extrema are somewhere else.
1.4.A1.4.A.1–5Math

Reading a Polynomial Like a Report Card

Every characteristic in this lesson connects back to rates of change. Use the table as a map from what you see to what it means.

You seeIt meansRates of change
Local maximumOutputs switch from increasing to decreasingRates go from positive to negative
Local minimumOutputs switch from decreasing to increasingRates go from negative to positive
Two distinct real zerosAt least one local extremum between themRates just inside the zeros have opposite signs
Even degreeA global maximum or a global minimum, by the sign of the leading coefficientQuadratic: switch occurs at the vertex
Concavity switchesA point of inflectionRates go from increasing to decreasing, or the reverse

Study the graph and try to predict each row of the report card. Click a row to check yourself. The whole page comes together here: degree, zeros, extrema, increasing and decreasing, and concavity.

-1012345-20-1001020xy
🔑Notice the pattern in these report cards: the cubic had two turning points and one inflection point, the quartics had three turning points and two inflection points, and the quintic had four turning points and three inflection points. You are not expected to prove a general rule about those counts, but you should be able to read them off a graph and justify each one with rates of change.
← Back to Lesson 1.4Try Guided Practice →Ready for 1.5? Polynomial Functions and Complex Zeros digs into the zeros themselves.