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AP Calculus AB Practice Quiz: Approximating Values of a Function Using Local Linearity and Linearization

Written by AP Content Team, Verified for 2026 AP Exams, Last updated: May 2026

Test your understanding with short quizzes. This quiz has 9 questions to check your progress.

Question 1 of 9

Let f be a differentiable function with f(3) = 5 and f'(3) = -2. What is the approximation for f(3.1) found by using the tangent line to the graph of f at x = 3?

All Questions (9)

Let f be a differentiable function with f(3) = 5 and f'(3) = -2. What is the approximation for f(3.1) found by using the tangent line to the graph of f at x = 3?

A) 4.8

B) 4.9

C) 5.0

D) 5.2

Correct Answer: A

The equation of the tangent line (local linear approximation) at x=a is L(x) = f(a) + f'(a)(x-a). Here, a=3, f(3)=5, and f'(3)=-2. So, L(x) = 5 - 2(x-3). To approximate f(3.1), we calculate L(3.1) = 5 - 2(3.1 - 3) = 5 - 2(0.1) = 5 - 0.2 = 4.8.

Let f be a twice-differentiable function. The tangent line to the graph of f at x = 5 is used to approximate values of f. If f''(x) < 0 for all x in the interval [4, 6], which of the following statements is true?

A) The approximation for f(5.1) is an underestimate.

B) The approximation for f(5.1) is an overestimate.

C) The approximation for f(5.1) is exact.

D) It cannot be determined if the approximation is an overestimate or an underestimate.

Correct Answer: B

The condition f''(x) < 0 means that the graph of f is concave down. When a function is concave down, its tangent line lies above the curve. Therefore, any approximation using the tangent line will be greater than the actual function value, resulting in an overestimate.

The concept of using a tangent line to approximate the value of a function f(x) near a point x=a is based on which principle?

A) The Mean Value Theorem

B) The Intermediate Value Theorem

C) The local linear approximation of the function

D) The global behavior of the function

Correct Answer: C

The tangent line provides a good approximation for a function's value near the point of tangency because the function is 'locally linear'. This means that if you zoom in sufficiently on the point, the curve and its tangent line become nearly indistinguishable. The tangent line is the graph of this local linear approximation.

Use the tangent line to the graph of f(x) = √x at x = 9 to approximate f(8.8).

A) 2.9667

B) 2.9600

C) 3.0333

D) 3.0400

Correct Answer: A

First, find the point and the slope. The point is (9, f(9)) = (9, 3). The derivative is f'(x) = 1/(2√x). The slope at x=9 is f'(9) = 1/(2√9) = 1/6. The tangent line equation is y - 3 = (1/6)(x - 9). The approximation is L(8.8) = 3 + (1/6)(8.8 - 9) = 3 + (1/6)(-0.2) = 3 - 0.2/6 = 3 - 1/30 ≈ 3 - 0.0333 = 2.9667.

The local linear approximation of a function g at x=2 is L(x) = -4x + 11. Which of the following must be true?

A) g(2) = 11 and g'(2) = -4

B) g(2) = 3 and g'(2) = -4

C) g(2) = -4 and g'(2) = 11

D) g(2) = -4 and g'(2) = 3

Correct Answer: B

The formula for local linear approximation is L(x) = g(a) + g'(a)(x-a). For a=2, this is L(x) = g(2) + g'(2)(x-2). Expanding this gives L(x) = g'(2)x + (g(2) - 2g'(2)). We are given L(x) = -4x + 11. By comparing the coefficients of x, we see that g'(2) = -4. By comparing the constant terms, we have g(2) - 2g'(2) = 11. Substituting g'(2) = -4 gives g(2) - 2(-4) = 11, which simplifies to g(2) + 8 = 11, so g(2) = 3.

Let f(x) = x^3 - 2x. The tangent line at x=1 is used to approximate f(1.1). Which of the following statements correctly describes the approximation?

A) The approximation is -0.9, and it is an underestimate.

B) The approximation is -0.9, and it is an overestimate.

C) The approximation is -1.1, and it is an underestimate.

D) The approximation is -1.1, and it is an overestimate.

Correct Answer: A

First, find the approximation. f(1) = 1^3 - 2(1) = -1. f'(x) = 3x^2 - 2, so f'(1) = 3(1)^2 - 2 = 1. The tangent line is y - (-1) = 1(x - 1), or y = x - 2. The approximation for f(1.1) is L(1.1) = 1.1 - 2 = -0.9. Next, determine if it's an over/underestimate by checking concavity. f''(x) = 6x. At x=1, f''(1) = 6 > 0, so the function is concave up. A tangent to a concave up function lies below the curve, making the approximation an underestimate.

The tangent line to the graph of a function f at the point (2, 4) is y = 3(x-2) + 4. What is the estimate for f(1.9) using this tangent line?

A) 3.7

B) 3.9

C) 4.1

D) 4.3

Correct Answer: A

The equation of the tangent line is given, which is the local linear approximation. To estimate f(1.9), simply substitute x = 1.9 into the equation: y = 3(1.9 - 2) + 4 = 3(-0.1) + 4 = -0.3 + 4 = 3.7.

A function f is known to be decreasing and concave up on the interval (0, 5). Let L(x) be the tangent line approximation to f(x) at x=2. Which of the following correctly relates f(2.1) and L(2.1)?

A) f(2.1) < L(2.1) < f(2)

B) L(2.1) < f(2.1) < f(2)

C) f(2) < f(2.1) < L(2.1)

D) f(2) < L(2.1) < f(2.1)

Correct Answer: B

Since f is concave up, the tangent line lies below the curve, which means the approximation L(2.1) is an underestimate of the actual value f(2.1). Thus, L(2.1) < f(2.1). Since f is decreasing on the interval, its values decrease as x increases. Therefore, f(2.1) < f(2). Combining these two inequalities gives the relationship L(2.1) < f(2.1) < f(2).

The table below gives selected values for a twice-differentiable function f and its derivatives. Use the tangent line to the graph of f at x=1 to approximate f(1.2). Is this an overestimate or an underestimate? | x | f(x) | f'(x) | f''(x) | |---|---|---|---| | 1 | 5 | -3 | 4 |

A) Approximation is 4.4; it is an overestimate.

B) Approximation is 4.4; it is an underestimate.

C) Approximation is 5.6; it is an overestimate.

D) Approximation is 5.6; it is an underestimate.

Correct Answer: B

The tangent line approximation at x=1 is L(x) = f(1) + f'(1)(x-1). Using the table values, L(x) = 5 + (-3)(x-1). The approximation for f(1.2) is L(1.2) = 5 - 3(1.2 - 1) = 5 - 3(0.2) = 5 - 0.6 = 4.4. To determine if this is an over- or underestimate, we look at the sign of the second derivative. At x=1, f''(1) = 4, which is positive. A positive second derivative indicates the function is concave up. For a concave up function, the tangent line lies below the curve, so the approximation is an underestimate.