Extrema of Functions

Local Maximum

Definition of a Local Maximum

Let f(x)f(x) be defined on some neighborhood of x0x_0. If there exists δ>0\delta > 0 such that for every xx in that neighborhood, f(x)≤f(x0)f(x) \leq f(x_0)

then f(x0)f(x_0) is called a local maximum of f(x)f(x), and x0x_0 is called a local maximum point.

SymbolTypeReading/ExplanationMeaning in This Article
δ\deltaGreek letterDeltaA sufficiently small positive number
Geometric interpretation

The graph reaches a local highest point at this location.

Local Minimum

Definition of a Local Minimum

Let f(x)f(x) be defined on some neighborhood of x0x_0. If there exists δ>0\delta > 0 such that for every xx in that neighborhood, f(x)≥f(x0)f(x) \geq f(x_0)

then f(x0)f(x_0) is called a local minimum of f(x)f(x), and x0x_0 is called a local minimum point.

Geometric interpretation

The graph reaches a local lowest point at this location.

Worked Examples

Example 1

Find the extrema of f(x)=x2−4x+3f(x) = x^2 - 4x + 3.

extremumquadratic functiongraph analysis

Approach:

Decide the extrema by graphing and comparing values.

Steps:

  1. Sketch the graph: This is a quadratic function whose graph is an upward-opening parabola.

  2. Identify the extremum point: Since the parabola opens upward, the function has a minimum point and no maximum point.

  3. Find the minimum point: For a quadratic f(x)=ax2+bx+cf(x) = ax^2 + bx + c, the axis of symmetry is x=−b2ax = -\frac{b}{2a} x=−−42×1=2x = -\frac{-4}{2 \times 1} = 2

  4. Compute the extremum: f(2)=22−4×2+3=4−8+3=−1f(2) = 2^2 - 4 \times 2 + 3 = 4 - 8 + 3 = -1

  5. Verify: Take x=1x = 1, f(1)=1−4+3=0>−1f(1) = 1 - 4 + 3 = 0 > -1 Take x=3x = 3, f(3)=9−12+3=0>−1f(3) = 9 - 12 + 3 = 0 > -1 Confirms x=2x = 2 is a minimum point.

Answer: The function attains a local minimum −1-1 at x=2x = 2.

Example 2

Find the extrema of f(x)=−x2+2x+1f(x) = -x^2 + 2x + 1.

extremumquadratic functionmaximum

Approach:

Decide the extrema by graphing and comparing values.

Steps:

  1. Sketch the graph: This is a quadratic function whose graph is a downward-opening parabola.

  2. Identify the extremum point: Since the parabola opens downward, the function has a maximum point and no minimum point.

  3. Find the maximum point: For a quadratic f(x)=ax2+bx+cf(x) = ax^2 + bx + c, the axis of symmetry is x=−b2ax = -\frac{b}{2a} x=−22×(−1)=1x = -\frac{2}{2 \times (-1)} = 1

  4. Compute the extremum: f(1)=−12+2×1+1=−1+2+1=2f(1) = -1^2 + 2 \times 1 + 1 = -1 + 2 + 1 = 2

  5. Verify: Take x=0x = 0, f(0)=0+0+1=1<2f(0) = 0 + 0 + 1 = 1 < 2 Take x=2x = 2, f(2)=−4+4+1=1<2f(2) = -4 + 4 + 1 = 1 < 2 Confirms x=1x = 1 is a maximum point.

Answer: The function attains a local maximum 22 at x=1x = 1.

Example 3

A rectangle has a fixed perimeter of 2020 cm. Find the maximum possible area.

extremumapplicationarea maximization

Approach:

Build a function relationship and find the extremum by graphing.

Steps:

  1. Build the function: Let the length be xx and the width be yy. Perimeter: 2(x+y)=202(x + y) = 20, so y=10−xy = 10 - x. Area: S=xy=x(10−x)=10x−x2S = xy = x(10 - x) = 10x - x^2.

  2. Analyze the function: This is a quadratic S(x)=−x2+10xS(x) = -x^2 + 10x, opening downward, so it has a maximum.

  3. Find the maximum point: Axis of symmetry: x=−102×(−1)=5x = -\frac{10}{2 \times (-1)} = 5.

  4. Compute the maximum: S(5)=10×5−52=50−25=25S(5) = 10 \times 5 - 5^2 = 50 - 25 = 25.

  5. Verify: When x=4x = 4, S(4)=40−16=24<25S(4) = 40 - 16 = 24 < 25. When x=6x = 6, S(6)=60−36=24<25S(6) = 60 - 36 = 24 < 25.

Answer: When the rectangle is a square with sides 55 cm, the area reaches its maximum of 2525 cm².


Exercises

Exercise 1

Find the extrema of f(x)=x2+2x+1f(x) = x^2 + 2x + 1.

extremumquadratic functionminimum

Approach:

Decide the extrema by graphing and comparing values.

Steps:

  1. Sketch the graph: This is a quadratic function whose graph is an upward-opening parabola.

  2. Identify the extremum point: Since the parabola opens upward, the function has a minimum point and no maximum point.

  3. Find the minimum point: Axis of symmetry: x=−b2ax = -\frac{b}{2a}, so x=−22×1=−1x = -\frac{2}{2 \times 1} = -1.

  4. Compute the extremum: f(−1)=(−1)2+2×(−1)+1=1−2+1=0f(-1) = (-1)^2 + 2 \times (-1) + 1 = 1 - 2 + 1 = 0.

  5. Verify: Take x=−2x = -2, f(−2)=4−4+1=1>0f(-2) = 4 - 4 + 1 = 1 > 0. Take x=0x = 0, f(0)=0+0+1=1>0f(0) = 0 + 0 + 1 = 1 > 0. Confirms x=−1x = -1 is a minimum point.

Answer: The function attains a local minimum 00 at x=−1x = -1.

Exercise 2

Find the extrema of f(x)=−x2+6x−5f(x) = -x^2 + 6x - 5.

extremumquadratic functionmaximum

Approach:

Decide the extrema by graphing and comparing values.

Steps:

  1. Sketch the graph: This is a quadratic function whose graph is a downward-opening parabola.

  2. Identify the extremum point: Since the parabola opens downward, the function has a maximum point and no minimum point.

  3. Find the maximum point: Axis of symmetry: x=−62×(−1)=3x = -\frac{6}{2 \times (-1)} = 3.

  4. Compute the extremum: f(3)=−32+6×3−5=−9+18−5=4f(3) = -3^2 + 6 \times 3 - 5 = -9 + 18 - 5 = 4.

  5. Verify: Take x=2x = 2, f(2)=−4+12−5=3<4f(2) = -4 + 12 - 5 = 3 < 4. Take x=4x = 4, f(4)=−16+24−5=3<4f(4) = -16 + 24 - 5 = 3 < 4. Confirms x=3x = 3 is a maximum point.

Answer: The function attains a local maximum 44 at x=3x = 3.

Exercise 3

Is x=0x=0 an extremum point of f(x)=∫0xet2sin⁡t dtf(x) = \int_0^x e^{t^2} \sin t\,dt? If so, find the extremum.

derivativehigher-order derivativeextremum

Approach:

This question tests extremum determination for an integral-defined function. Differentiate f(x)f(x), check whether x=0x=0 is an extremum point, and compute the extremum.

Steps:

  1. By the fundamental theorem of calculus, f′(x)=ex2sin⁡xf'(x) = e^{x^2} \sin x.
  2. Compute f′(0)f'(0): f′(0)=e0sin⁡0=1×0=0f'(0) = e^{0} \sin 0 = 1 \times 0 = 0, so the derivative vanishes at x=0x=0, which is a possible extremum point.
  3. Differentiate again: f′′(x)=ddx[ex2sin⁡x]=2xex2sin⁡x+ex2cos⁡xf''(x) = \frac{d}{dx}[e^{x^2} \sin x] = 2x e^{x^2} \sin x + e^{x^2} \cos x
  4. Compute f′′(0)f''(0): f′′(0)=2×0×1×0+1×1=0+1=1>0f''(0) = 2 \times 0 \times 1 \times 0 + 1 \times 1 = 0 + 1 = 1 > 0 so x=0x=0 is a local minimum point.
  5. Compute the minimum: f(0)=∫00et2sin⁡t dt=0f(0) = \int_0^0 e^{t^2} \sin t\,dt = 0

Answer: x=0x=0 is a local minimum point of f(x)f(x), with local minimum value 00.


Summary

Symbols Used in This Article

SymbolTypePronunciation/ExplanationMeaning in This Article
f(x)f(x)Mathematical symbolf of xA function of variable xx
x0x_0Mathematical symbolx zeroThe point where the function attains an extremum
δ\deltaGreek letterDeltaA sufficiently small positive number defining a neighborhood
f(x0)f(x_0)Mathematical symbolf of x zeroThe function value at x0x_0

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