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Lagrange's Mean Value Theorem

Last Updated : 09 Sep, 2025
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In calculus, Lagrange’s Mean Value Theorem (LMVT) is a special theorem that connects the derivative of a function with its overall change on an interval. It tells us that if a function is continuous and differentiable, then there exists at least one point where the slope of the tangent is the same as the slope of the secant line.

Lagrange-Theorem
Lagrange's Mean Value Graph


Formula used in Lagrange's Mean Value Theorem :

f'(c) = \frac{f(b) - f(a)}{b - a}

Statement

Lagrange’s Mean Value Theorem states that, for a function f(x) satisfying the following conditions,

  • f(x) is continuous in the closed interval a ≤ x ≤ b, i.e., x∈[a, b].
  • f(x) is differentiable in the open interval a < x < b, i.e., x∈(a, b).

Then, there exists a point c in the open interval a < c < b such that

f'(c) = \frac{f(b) - f(a)}{b - a}

Proof of Lagrange's Mean Value Theorem

To prove LMVT, consider the function f(x) and the auxiliary function g(x) defined by:

g(x) = f(x) - (\frac{f(b) - f(a)}{b - a}) (x -a)

  1. The function g(x) is continuous on [a, b] and differentiable on (a,b)
  2. At x = a, g(a) = f(a).
  3. At x = b, g(b) = f(b) - (\frac{f(b) - f(a)}{b - a}) (b − a) = f(b)−(f(b)−f(a)) = f(a).

Thus, g(a) = g(b), and by Rolle's Theorem, there exists a point c ∈ (a, b) such that g′(c) = 0.

Differentiating g(x):

g′(x) = f′(x) - \frac{f(b) - f(a)}{b - a}

Setting g′(c) = 0:

f′(c) = \frac{f(b) - f(a)}{b - a}

Hence, the theorem is proven.

Example 1: Consider f(x) = x2 on the interval [1, 3].

Step 1: Verify the conditions:

f(x) = x2 is continuous on [1, 3] and differentiable on (1, 3).

Step 2: Calculate [f(b) - f(a)] / (b - a):
[f(3) - f(1)] / (3 - 1) = (9 - 1) / 2 = 4

Step 3: Find f'(x):
f'(x) = 2x

Step 4: Solve f'(c) = 4:
2c = 4
c = 2

Therefore, c = 2 satisfies the Mean Value Theorem.

Example 2: Consider f(x) = sin(x) on the interval [0, π/2].

Step 1: Verify the conditions:
sin(x) is continuous on [0, π/2] and differentiable on (0, π/2).

Step 2: Calculate [f(b) - f(a)] / (b - a):
[sin(π/2) - sin(0)] / (π/2 - 0) = (1 - 0) / (π/2) = 2/π

Step 3: Find f'(x):
f'(x) = cos(x)

Step 4: Solve cos(c) = 2/π:
c = arccos(2/π) ≈ 0.6435 radians

Therefore, c ≈ 0.6435 satisfies the Mean Value Theorem.

Example 3: Consider f(x) = ln(x) on the interval [1, e].

Step 1: Verify the conditions:
ln(x) is continuous on [1, e] and differentiable on (1, e).

Step 2: Calculate [f(b) - f(a)] / (b - a):
[ln(e) - ln(1)] / (e - 1) = (1 - 0) / (e - 1) = 1/(e - 1)

Step 3: Find f'(x):
f'(x) = 1/x

Step 4: Solve 1/c = 1/(e - 1):
c = e - 1

Therefore, c = e - 1 satisfies the Mean Value Theorem

Example 4: f(x) = x3 on the interval [0, 2]

f(x) = x3 on the interval [0, 2]

Step 1: f(x) = x3 is continuous on [0, 2] and differentiable on (0, 2).

Step 2: [f(2) - f(0)] / (2 - 0) = (8 - 0) / 2 = 4

Step 3: f'(x) = 3x2

Step 4: Solve 3c2 = 4
c = √(4/3) ≈ 1.15

Example 5: f(x) = ex on the interval [0, 1]

Step 1: ex is continuous on [0, 1] and differentiable on (0, 1).

Step 2: [f(1) - f(0)] / (1 - 0) = (e - 1) / 1 = e - 1

Step 3: f'(x) = ex

Step 4: Solve ec = e - 1
c = ln(e - 1) ≈ 0.54

Example 6: f(x) = cos(x) on the interval [0, π]

Step 1: cos(x) is continuous on [0, π] and differentiable on (0, π).

Step 2: [f(π) - f(0)] / (π - 0) = (-1 - 1) / π = -2/π

Step 3: f'(x) = -sin(x)

Step 4: Solve -sin(c) = -2/π
c = arcsin(2/π) ≈ 0.69

Example 7: f(x) = x2 - 3x + 2 on the interval [1, 4]

Step 1: x2 - 3x + 2 is continuous on [1, 4] and differentiable on (1, 4).

Step 2: [f(4) - f(1)] / (4 - 1) = [(16 - 12 + 2) - (1 - 3 + 2)] / 3 = 6/3 = 2

Step 3: f'(x) = 2x - 3

Step 4: Solve 2c - 3 = 2
c = 2.5

Example 8: f(x) = √x on the interval [1, 9]

Step 1: √x is continuous on [1, 9] and differentiable on (1, 9).

Step 2: [f(9) - f(1)] / (9 - 1) = (3 - 1) / 8 = 1/4

Step 3: f'(x) = 1 / (2√x)

Step 4: Solve 1 / (2√c) = 1/4
c = 4

Example 9: f(x) = x3 - x on the interval [-1, 2]

Step 1: x3 - x is continuous on [-1, 2] and differentiable on (-1, 2).

Step 2: [f(2) - f(-1)] / (2 - (-1)) = [(8 - 2) - (-1 + 1)] / 3 = 6/3 = 2

Step 3: f'(x) = 3x2 - 1

Step 4: Solve 3c2 - 1 = 2
3c2 = 3
c = ±1

Both c = 1 and c = -1 satisfy the theorem.

Example 10: f(x) = ln(x+1) on the interval [0, e-1]

Step 1: ln(x+1) is continuous on [0, e-1] and differentiable on (0, e-1).

Step 2: [f(e-1) - f(0)] / ((e-1) - 0) = [ln(e) - ln(1)] / (e-1) = 1 / (e-1)

Step 3: f'(x) = 1 / (x+1)

Step 4: Solve 1 / (c+1) = 1 / (e-1)
c+1 = e-1
c = e-2 ≈ 0.72

Practice Problems on Lagrange's Mean Value Theorem

Question 1: Find the value of c guaranteed by the Mean Value Theorem for f(x) = x2 + 2x on the interval [0, 3].

Question 2: Verify that f(x) = x3 satisfies the conditions of the Mean Value Theorem on [-1, 2], and find all values of c that satisfy the conclusion of the theorem.

Question 3: Determine whether there is a value of c that satisfies the Mean Value Theorem for f(x) = |x| on the interval [-2, 2].

Question 4: Find the value of c guaranteed by the Mean Value Theorem for f(x) = sin(x) on the interval [0, π/3].

Question 5: For f(x) = ex, find the value of c guaranteed by the Mean Value Theorem on the interval [ln 2, ln 5]

Question 6: Verify that f(x) = 1/x satisfies the conditions of the Mean Value Theorem on [1, 4], and find the value of c that satisfies the conclusion of the theorem.

Question 7: Find all values of c that satisfy the Mean Value Theorem for f(x) = x4 - 2x2 on the interval [-1, 1].

Question 8: Determine whether there is a value of c that satisfies the Mean Value Theorem for f(x) = tan(x) on the interval [0, π/4].

Question 9: For f(x) = ln(x2 + 1), find the value of c guaranteed by the Mean Value Theorem on the interval [0, 1].

Question 10: Verify that f(x) = cos(x) satisfies the conditions of the Mean Value Theorem on [0, 2π], and find all values of c in this interval that satisfy the conclusion of the theorem


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