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SAT · Advanced Math · TOPIC LESSON

Nonlinear functions

Connect shape, formula, table and context for quadratic, exponential and other nonlinear rules.

SAT35 min study guide10 indexed sections

BY THE END, YOU CAN

  • Choose forms that reveal vertices, zeros, initial values and growth factors.
  • Model quadratic and exponential relationships and interpret their graphs.
  • Evaluate and recover inputs in polynomial, rational and radical functions.

BEFORE YOU START

  • Function notation and coordinate graphs.
  • Factoring, exponents and nonlinear equations.

Original educational lesson. Work through the examples before revealing the practice answers. This lesson supports SAT Math and Reading and Writing skill study; it does not reproduce official questions or guarantee a score.

LEARN THROUGH ORIGINAL PRACTICE

Original SAT-style worked examples and practice

The teaching passages, worked examples and exercises in this lesson are original. They are not official College Board questions or past-exam reproductions. Blueprint and observed-practice analytics describe separate factual metadata; those source questions are not displayed here.

01 / UNDERSTAND & APPLY

A nonlinear rate is not constant

A linear function has constant additive change per equal input step. A quadratic has constant second differences for equally spaced inputs; an exponential has a constant multiplicative ratio when outputs are nonzero. Polynomial, rational and radical functions have other characteristic structures and domains.

A finite table alone does not prove that one family is the true model. Use the model type stated in the problem or justified by its mechanism; then verify consistency with the given points.

02 / UNDERSTAND & APPLY

Choose a quadratic form for the feature

Standard form ax² + bx + c displays the y-intercept c. Factored form a(x − r)(x − s) displays zeros r and s. Vertex form a(x − h)² + k displays vertex (h,k), axis of symmetry x = h and an extremum k: a minimum when a > 0 and maximum when a < 0.

The leading coefficient controls the opening direction and vertical scale. It does not by itself give either intercept. A vertex output is a height; its input is the location of that height.

Full-size scientific diagram. Swipe or scroll horizontally; keyboard users can focus the diagram and use arrow keys.

Vertex and zeros of a quadraticVertex and zeros of a quadratic. Axes marked every two units; line and point labels give exact values.xy-2-222446688vertex (2,−1)(0,3)f(x) = (x − 2)² − 1Also f(x) = (x − 1)(x − 3)Minimum output: −1
The parabola f(x) = (x − 2)² − 1 has vertex (2,−1), zeros 1 and 3, and y-intercept 3.

ORIGINAL WORKED EXAMPLE

Find the most revealing form

Rewrite f(x) = 2x² − 12x + 23 to find its minimum.

  1. Factor 2 from the quadratic and linear terms: f(x) = 2(x² − 6x) + 23.
  2. Complete the square inside: x² − 6x = (x − 3)² − 9.
  3. Thus f(x) = 2(x − 3)² + 5.
  4. The squared term is nonnegative and the coefficient is positive, so the minimum output is 5 at x = 3.

Answer Minimum 5 at x = 3

03 / UNDERSTAND & APPLY

Create a quadratic from physical structure

Products of changing dimensions often produce quadratics. If a rectangle has perimeter 36 meters and width w, its length is 18 − w, so area is A(w) = w(18 − w). The model domain requires 0 < w < 18. Completing the square gives A(w) = 81 − (w − 9)², showing its maximum.

A curve drawn over all real inputs is a mathematical extension. A contextual graph may include only nonnegative time, positive lengths or the interval before an object reaches the ground.

ORIGINAL WORKED EXAMPLE

A changing rectangle

For a rectangle with perimeter 36 m, what width gives maximum area, and what is that area?

  1. From 2w + 2l = 36, get l = 18 − w.
  2. Area is A(w) = 18w − w² = 81 − (w − 9)².
  3. This is largest when the square is zero, at w = 9.
  4. Then l = 9 and the area is 81 square meters.

Answer Width 9 m; maximum area 81 m²

04 / UNDERSTAND & APPLY

Interpret factors and time steps

An exponential model y = a·b^t has initial value a at t = 0 and multiplies by b for each one-unit increase in t. For a positive starting quantity, b > 1 gives growth and 0 < b < 1 gives decay. A percent increase r uses b = 1 + r; a decrease r uses b = 1 − r, with r written as a decimal.

In a·b^(t/k), b is the factor over k time units. The one-unit factor is b^(1/k). Do not confuse the factor 1.12 with a 112% increase: it represents a 12% increase.

ORIGINAL WORKED EXAMPLE

Find an exponential rule from two observations

A modeled colony has 240 cells at t = 0 and 540 cells at t = 2 days. Assume N(t) = a·b^t with b > 0. Find the daily factor.

  1. At t = 0, a = 240.
  2. At t = 2: 240b² = 540, so b² = 2.25.
  3. Use the positive root b = 1.5.
  4. The colony increases by 50% per modeled day, so N(t) = 240(1.5)^t.

Answer Daily factor 1.5; N(t) = 240(1.5)^t

05 / UNDERSTAND & APPLY

Equivalent exponential forms reveal different periods

A quantity that halves every three hours can be modeled as Q(t) = 96(1/2)^(t/3). This form displays the three-hour factor. The equivalent form Q(t) = 96[(1/2)^(1/3)]^t displays the hourly factor. The quantity remains positive for all real t in the mathematical model and approaches zero without reaching it for finite positive t.

An additive shift changes the horizontal limiting level: 10 + 96(1/2)^(t/3) tends toward 10, and its initial value is 106 rather than 96.

Full-size scientific diagram. Swipe or scroll horizontally; keyboard users can focus the diagram and use arrow keys.

Exponential decay and a vertical shiftTwo curves plot Q = 96(1/2)^(t/3) and Q = 10 + 96(1/2)^(t/3) for 0 to 12 hours. The shifted curve is always 10 units above the first. A dashed line marks Q = 10.t (hours)Q03691220406080100Green: Q = 96(1/2)^(t/3)Orange: Q = 10 + 96(1/2)^(t/3)Initial values: 96 and 106Limiting levels: 0 and 10Same halving of the excessabove each limiting level.
A vertical shift changes the initial value and limiting level. The excess above either level halves every three hours.

ORIGINAL WORKED EXAMPLE

Find the input for an exponential output

For Q(t) = 96(1/2)^(t/3), when is Q(t) = 12?

  1. Divide by 96: (1/2)^(t/3) = 1/8.
  2. Write 1/8 as (1/2)³.
  3. Equal powers of the same positive base other than 1 have equal exponents, so t/3 = 3.

Answer t = 9 hours

06 / UNDERSTAND & APPLY

Changes inside and outside the rule

For g(x) = a f(x − h) + k, replacing x by x − h moves the graph right h, multiplying outside by a scales outputs and reflects across the x-axis when a < 0, and adding k shifts outputs upward k. Track domain restrictions through input changes.

For example, g(x) = −(x + 2)² + 5 has vertex (−2,5), opens downward and has maximum 5. Its y-intercept is 1, obtained by evaluating at x = 0. A shift of a graph does not mean every coefficient simply increases by that shift.

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A square-root graph with its domain endpointThe base graph y = √x starts at (0,0). The graph y = √(x − 4) + 1 starts at the included point (4,1), shifted right four and up one.xy024681012345Orange: y = √xGreen: y = √(x − 4) + 1Shift right 4, up 1Green starts at (4,1)Domain x ≥ 4; range y ≥ 1
The principal square root imposes a domain endpoint. Input and output shifts move that endpoint; they do not create negative radicands.

07 / UNDERSTAND & APPLY

Roots connect formulas and graphs

For y = f(x), the solutions to f(x) = 0 are x-intercepts, and f(0) is the y-intercept when zero is in the domain. In a factored polynomial, each factor reveals a root. A root with odd multiplicity crosses the axis; a root with even multiplicity touches without changing sign locally.

Evaluate a polynomial by substituting the whole input. To recover inputs from an output, set the rule equal to that output and solve, including every real solution that lies in the domain.

Full-size scientific diagram. Swipe or scroll horizontally; keyboard users can focus the diagram and use arrow keys.

Simple and repeated polynomial rootsThe cubic p(x) = (x − 1)²(x + 2) crosses the horizontal axis at x = −2 and touches it at x = 1. The graph uses x from approximately −2.5 to 2.3 with y clipped to the displayed range.xp(x)-2-112-6-3369p(x) = (x − 1)²(x + 2)At x = −2: crosses the axisAt x = 1: touches the axisThe double root stays onedistinct zero.
Factored form displays both roots and their multiplicities. The double root at 1 does not create a second distinct zero.

ORIGINAL WORKED EXAMPLE

A polynomial output request

Let p(x) = (x − 1)²(x + 2). Find p(0) and all zeros.

  1. p(0) = (−1)²(2) = 2, giving y-intercept (0,2).
  2. A zero occurs when x − 1 = 0 or x + 2 = 0.
  3. Thus the distinct zeros are 1 and −2. The double root 1 touches the axis, while the simple root −2 crosses.

Answer p(0) = 2; zeros 1 and −2

08 / UNDERSTAND & APPLY

Domains are part of the function

A rational function excludes denominator zeros. For R(x) = 12/(x − 2), x = 2 is excluded; the graph has a vertical asymptote there and approaches y = 0 for large |x|. It never has output zero. In contrast, a canceled factor can create a hole rather than an asymptote.

A real square-root function requires a nonnegative radicand and returns a nonnegative principal root before any outside transformation. For S(x) = √(x − 4) + 1, the domain is x ≥ 4 and the range is y ≥ 1.

Full-size scientific diagram. Swipe or scroll horizontally; keyboard users can focus the diagram and use arrow keys.

An asymptote and a removable holePanel A plots 1/(x − 1), which has a vertical asymptote at x = 1. Panel B plots (x² − 1)/(x − 1), which equals the line x + 1 except for an open circle at (1,2). Both exclude x = 1.x-213-224A: f(x) = 1/(x − 1)x = 1: vertical asymptotex-213-224B: g(x) = (x² − 1)/(x − 1)hole (1,2)g(x) = x + 1 only when x ≠ 1
The denominator restriction remains after cancellation. A noncanceled denominator zero can produce an asymptote; cancellation here produces a hole.

ORIGINAL WORKED EXAMPLE

Recover a rational input

If R(x) = 12/(x − 2), find x when R(x) = 3.

  1. Exclude x = 2.
  2. Solve 12/(x − 2) = 3: 12 = 3(x − 2).
  3. Then x − 2 = 4 and x = 6.
  4. Check R(6) = 12/4 = 3.

Answer x = 6

ORIGINAL WORKED EXAMPLE

Recover a radical input

For S(x) = √(x − 4) + 1, find x when S(x) = 6.

  1. Subtract 1: √(x − 4) = 5.
  2. Square: x − 4 = 25, so x = 29.
  3. This lies in the domain x ≥ 4, and S(29) = 5 + 1 = 6.

Answer x = 29

09 / UNDERSTAND & APPLY

Move among tables, graphs and contexts

For equally spaced x-values 0,1,2,3, outputs 2,5,10,17 have differences 3,5,7 and second differences 2,2. They fit f(x) = x² + 2x + 2. Outputs 3,6,12,24 instead have ratios 2 and fit 3·2^x. Read graph points as input/output statements with units, not just plotted dots.

A rational context might be time T(v) = 180/v hours for a 180-km journey at speed v > 0 km/h. The table pairs (30,6), (60,3), (90,2) show decreasing time with increasing speed, but the decrease is not a fixed amount per equal speed change. A calculator table can test a model, while exact algebra explains its parameters.

10 / UNDERSTAND & APPLY

Original practice: select the revealing representation

Keep inputs, outputs and feature locations distinct.

ORIGINAL PRACTICE · 1

Find the vertex of f(x) = 3(x + 2)² − 7.

Reveal answer & reasoning

(−2,−7)

Vertex form is a(x − h)² + k, so h = −2 and k = −7.

ORIGINAL PRACTICE · 2

Find the zeros of f(x) = (x − 5)(x + 3).

Reveal answer & reasoning

5 and −3

Each zero makes one factor zero.

ORIGINAL PRACTICE · 3

A quantity decreases 8% per year from 700. Give its exponential model.

Reveal answer & reasoning

Q(t) = 700(0.92)^t

An 8% decrease retains 92% each year, hence factor 0.92.

ORIGINAL PRACTICE · 4

In P(t) = 40·3^(t/4), what does the factor 3 describe?

Reveal answer & reasoning

Tripling every 4 time units

Increasing t by 4 raises the exponent by 1 and multiplies output by 3.

ORIGINAL PRACTICE · 5

Find all x with f(x) = 10 for f(x) = x² + 1.

Reveal answer & reasoning

x = −3 or 3

x² + 1 = 10 gives x² = 9 and both signs.

ORIGINAL PRACTICE · 6

Find the domain of g(x) = √(2x − 6).

Reveal answer & reasoning

x ≥ 3

The radicand must satisfy 2x − 6 ≥ 0.

ORIGINAL PRACTICE · 7

Which input is excluded from h(x) = 5/(x + 4)?

Reveal answer & reasoning

x = −4

It makes the denominator zero.

ORIGINAL PRACTICE · 8

For f(x) = x², describe g(x) = f(x − 3) + 2.

Reveal answer & reasoning

Shift right 3 and up 2; vertex (3,2)

The input shift occurs inside the function and the output shift outside.

ORIGINAL PRACTICE · 9

For equal input steps, outputs are 5,15,45,135. What exponential factor fits?

Reveal answer & reasoning

3

Each output divided by the preceding output equals 3.

ORIGINAL PRACTICE · 10

A quadratic height model is H(t) = −2(t − 4)² + 35. What is the maximum height and when?

Reveal answer & reasoning

35 height units at t = 4

The negative squared term is at most zero, reaching zero at t = 4.

KEEP THE BIG IDEAS

Quick revision

  • Choose standard, factored or vertex form to expose the requested quadratic feature.
  • Exponential factors apply over a specified input interval.
  • A graph and table must obey the same function rule and domain.
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