Exponents and Logarithms

Exponential and logarithmic functions are among the most important in calculus. The natural exponential function e x is its own derivative, which makes it appear throughout differential equations, integration, and growth models. The natural logarithm ln x is the inverse of e x and has equally elegant calculus properties.

Rule Statement
Product of powers a r a s = a r + s
Power of a power ( a r ) s = a r s
Logarithm definition log b x = r b r = x
Natural log ln x = log e x
Change of base log b x = ln x ln b

Rules for Working with Exponents

Rule Example or Explanation
( a r ) ( a s ) = a r + s ( a 2 ) ( a 3 ) = ( a a ) ( a a a ) = a 5
( a r ) s = a r s ( a 2 ) 3 = a 2 a 2 a 2 = a 6
( a b ) r = a r b r ( a b ) 2 = ( a b ) ( a b ) = a 2 b 2
a s a r = a s r a 5 a 2 = a a a a a a a = a 3
a 0 = 1 (if a 0 ) ( a r ) ( a 0 ) = a 0 + r a 0 = 1
a r = 1 a r 1 a r = a 0 a r = a 0 r = a r
a m / n = a m n ( m , n integers) a 1 / 2 = a , a 3 / 2 = 1 a 3

Logarithms

Suppose b > 0 and b 1 . If x = b r , then r is said to be the logarithm of x to the base b , written:

r = log b x .

For example:

2 3 = 8 log 2 8 = 3 10 4 = 0.0001 log 10 0.0001 = 4.
  • Because b is positive, x = b r > 0 for any real number r . If x < 0 , the expression log b x is undefined.
  • The logarithm with base e = 2.718281828 (Euler's number) is called the natural logarithm, written ln x : y = ln x x = e y . The function e x is also written exp ( x ) .
  • Change of base formula: For any positive b ( b 1 ): log b x = ln x ln b .

Rules for Working with Logarithms

Let a , b > 0 . Then:

  • ln ( a b ) = ln a + ln b
  • ln ( a r ) = r ln a
  • ln a n = ln a 1 / n = 1 n ln a
  • ln a b = ln ( a b 1 ) = ln a ln b
  • ln 1 = 0

Frequently Asked Questions

What makes the natural logarithm "natural"? The base e 2.71828 arises naturally in calculus: it is the unique base for which the derivative of b x equals b x itself (with no extra constant factor). Because of this, d d x e x = e x and d d x ln x = 1 x , which are the cleanest possible forms. Any other base introduces a constant factor of ln b .

Why can't you take the logarithm of a negative number? Because b r > 0 for any real r and any positive base b . The output of an exponential function is always positive, so its inverse (the logarithm) can only accept positive inputs. The logarithm of a negative number would require complex numbers.

How do I use logarithm rules to simplify ln x 3 x + 1 e 2 x ? Apply the rules step by step: ln x 3 x + 1 e 2 x = ln ( x 3 ) + ln ( x + 1 ) ln ( e 2 x ) = 3 ln x + 1 2 ln ( x + 1 ) 2 x .