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Glacius
CalculusConcept reference

Tangent lines

A tangent line is the affine function that matches a differentiable curve's value and slope at one chosen input.

On this page 7 sections
  1. Overview
  2. Match a point and a slope
  3. Keep the base point visible
  4. Local agreement
  5. Key takeaway
  6. Sources & further reading
  7. Concept connections

01Match a point and a slope#

A tangent line is the affine function that matches a differentiable curve's value and slope at one chosen input. It gives a simple local model of the curve near that input.

A line with slope mm through (a,b)(a,b) changes its output by m(xa)m(x-a) when the input moves from aa to xx. Its equation is y=b+m(xa)y=b+m(x-a).

For a tangent to ff at aa, use b=f(a)b=f(a) and m=f(a)m=f'(a):

T(x)=f(a)+f(a)(xa)\begin{gathered}T(x)=f(a)\\+f'(a)(x-a)\end{gathered}

02Keep the base point visible#

Take f(x)=x2f(x)=x^2 at a=2a=2. The curve passes through (2,4)(2,4) and has derivative f(2)=4f'(2)=4. Its tangent is T(x)=4+4(x2)=4x4T(x)=4+4(x-2)=4x-4.

Substituting x=2x=2 checks the point: T(2)=4T(2)=4. The line's slope is 44, checking the derivative. A line 4x4x has the right slope but misses the point.

Check your reasoning

A curve has f(3)=7f(3)=7 and f(3)=2f'(3)=2. Its tangent at 3 is:

  1. A7+2(x3)7+2(x-3)
  2. B7+2x7+2x
  3. C3+7(x2)3+7(x-2)
Show answer and explanation
7+2(x3)7+2(x-3)

Use the known value plus the derivative times displacement from 3.

03Local agreement#

A tangent need not stay on one side of a curve or intersect it only once. For f(x)=x3f(x)=x^3, the tangent at zero is y=0y=0, and the curve crosses that line at zero. Tangency is defined by local value and derivative agreement.

Check your reasoning

Must a tangent meet a curve at exactly one point globally?

  1. AYes; that is its definition
  2. BNo; value and slope agreement are local
  3. CYes, unless the derivative is zero
Show answer and explanation
No; value and slope agreement are local

Global intersection counts do not define tangency.

Constructing the tangent requires a finite derivative at the base point. The line is an exact object; using it to estimate the curve away from that point is a separate approximation step.

Key takeaway

Construct a tangent-line equation from a point and derivative.

  • Construct a tangent-line equation from a point and derivative.

Sources & further reading

  1. [1]

Reference this concept

Link to this page, a section, or an individual figure.

Glacius. “Tangent lines.” Math behind ML. /learn/c-tangent