Logarithmic Functions
Definition
A definition is a precise description of what a concept, a term, or an object means. Understanding definitions is the foundation of learning any field, and every concept has its own exact meaning.
A logarithmic function refers to a function of the form , where and .
| Symbol | Type | Pronunciation/Explanation | Meaning in This Document |
|---|---|---|---|
| Mathematical symbol | log base a of x | Logarithm of x with base a | |
| Mathematical symbol | a | Base of the logarithm, must be greater than 0 and not equal to 1 | |
| Mathematical symbol | x | Argument of the logarithm, must be greater than 0 | |
| Mathematical symbol | Blackboard bold R (Real numbers) | Represents the set of real numbers, all real numbers | |
| Mathematical symbol | Open interval | Left-open right-infinite interval |
Mathematical language
The rigorous definition of a logarithmic function is: for any positive real number and positive real number , exists and has a uniquely determined real value, and satisfies .
Logarithmic functions are the inverse functions of exponential functions, describing the process of finding the exponent from the result of exponential operations, with important applications in science, engineering, and mathematics.
is read as: ” equals the logarithm of with base ”.
For example:
- is read as: ” equals the logarithm of with base 2”
- is read as: ” equals the logarithm of with base 10”
- can also be written as , read as ” equals the natural logarithm of ”
- Domain:
- Range:
- When , the function is monotonically increasing
- When , the function is monotonically decreasing
- Graph passes through point
- Approaches y-axis asymptotically
Logarithmic functions have an important property called the change of base formula, which allows us to convert logarithms between different bases.
Mathematical formula
A formula is a symbolic expression of quantitative relations and structural patterns, and an essential tool for solving mathematical problems. Key formulas should be mastered and applied flexibly.
For any positive numbers , , (where , , ), we have:
Common Forms
-
Using natural logarithm as base:
-
Using common logarithm as base:
-
Using 2 as base:
Proof
Let , then .
Take logarithm with base on both sides:
Using the power property of logarithms:
Therefore:
That is:
Application Examples
Example 1: Calculate
Using the change of base formula:
Example 2: Calculate
Using the change of base formula:
Example 3: Prove
Using the change of base formula:
Therefore:
Exercise 1
Given the logarithmic function , find its domain and range.
Approach:
The argument of a logarithm with and must be positive, so the domain is ; since runs through all positive numbers on , its inverse takes every real value.
Steps:
- For the logarithmic expression to be meaningful the argument must satisfy , so the domain is .
- is the inverse of the exponential function , whose range is , so the range of the inverse is .
- As we have and as we have , so the graph covers every real value on its domain.
Answer:
Domain: ; Range: .
Exercise 2
Determine which of the following functions are logarithmic functions: , , , .
Approach:
The criterion for a logarithmic function is that it can be written as with and , that is, the argument sits inside the logarithm and the base is a constant; match each of the four functions against that form.
Steps:
- is a logarithmic function with base and .
- is a power function, so it is neither a logarithmic nor an exponential function.
- is a logarithmic function with the natural constant as base, that is .
- is an exponential function; the argument does not sit inside a logarithm, so it is not a logarithmic function.
Answer:
, are logarithmic functions, , are not.
Exercise 3
Draw approximate graphs of and , and compare their monotonicity.
Approach:
Every logarithmic graph passes through the fixed point , and its direction of monotonicity is decided solely by how the base compares with ; that fixes the shape of both curves and allows the comparison.
Steps:
- The graph of a logarithmic function always passes through and has the -axis as an asymptote.
- For the base , so the function is monotonically increasing on ; the graph rises along the -axis from the lower left.
- For the base , so the function is monotonically decreasing on ; the graph falls along the -axis from the upper left.
- Since , the two graphs are symmetric about the -axis and their directions of monotonicity are opposite.
Answer:
is monotonically increasing, is monotonically decreasing.
Exercise 4
Given , , determine its asymptote on the y-axis.
Approach:
An asymptote is a line the graph approaches arbitrarily closely without ever meeting it; for with it is enough to study the behaviour of the function as tends to .
Steps:
- From and for , we see that and hence as .
- To the left of the -axis the graph therefore drops without bound as and hugs the -axis.
- Since the domain is , the graph never meets the -axis, so the -axis, that is , is the vertical asymptote.
Answer:
The y-axis () is its asymptote.
Exercise 5
Determine whether is a logarithmic function, and explain why.
Approach:
To decide whether a function is logarithmic, check only whether it can be written as with a base satisfying and .
Steps:
- The base of is , which does not satisfy the requirement .
- An arbitrary real power of a negative base cannot be defined for every positive argument, for instance is not a real number.
- Since the base of a logarithmic function must be positive, cannot be treated as a logarithmic function.
Answer:
No. The base of a logarithmic function must be greater than 0 and not equal to 1.
Exercise 6
Use the change of base formula to calculate .
Approach:
Use the change of base formula to rewrite the logarithm with base in terms of natural logarithms so that approximate values can be used, then verify the result directly from the definition.
Steps:
- The change of base formula gives .
- Substituting the values, and .
- Dividing gives .
- Checking directly from the definition, , so , in agreement with the change of base computation.
Answer:
Using the change of base formula: .
Or directly calculate: , so .
Exercise 7
Use the change of base formula to calculate .
Approach:
Use the change of base formula to rewrite the logarithm with base in terms of natural logarithms, then verify the result directly from the definition.
Steps:
- The change of base formula gives .
- Substituting the values, and .
- Dividing gives .
- Checking directly from the definition, , so , in agreement with the change of base computation.
Answer:
Using the change of base formula: .
Or directly calculate: , so .
Exercise 8
Prove: .
Approach:
Rewrite both sides with natural logarithms through the change of base formula, multiply the two fractions and watch the intermediate factor cancel out.
Steps:
- By the change of base formula, .
- Likewise, .
- Multiplying, , where the non-zero factor cancels.
- Applying the change of base formula once more, , which proves the identity.
Answer:
Using the change of base formula: ,
Therefore:
Exercise 9
Given , , if , , find the value of .
Approach:
The two given function values are direct consequences of the logarithmic identities, so they impose no extra restriction on the base; verify each of them and then check the allowed range of the base.
Steps:
- For every base with and we have , so always holds.
- Likewise , so always holds as well.
- Neither condition adds a new constraint, so the only remaining restriction is the given , which already guarantees a positive base different from .
Answer:
Since is always true, and is also always true; therefore, as long as , satisfies the conditions, and can be any value greater than 1.
Exercise 10
Which of the following functions are logarithmic functions?
(A)
(B)
(C)
(D)
Approach:
Check for each option whether it can be written as with and , that is, whether the argument appears inside a logarithm.
Steps:
- (A) has base with , so it is a logarithmic function.
- (B) is a power function and its argument does not appear inside a logarithm, so it is not a logarithmic function.
- (C) has base with , so it is a logarithmic function.
- (D) is an exponential function and does not have the form of a logarithmic function.
Answer:
(A), (C) are logarithmic functions, (B), (D) are not.
Exercise 11
Given , , what is the monotonicity of ?
Approach:
The monotonicity of a logarithmic function is decided solely by how the base compares with : a base above gives an increasing function, a base between and gives a decreasing one.
Steps:
- For any , since the exponential function is monotonically decreasing on , so .
- A larger argument therefore gives a smaller logarithmic value, so is monotonically decreasing on .
- Accordingly the graph passes through and falls along the -axis from the upper left, mirroring the case about the -axis.
Answer:
is monotonically decreasing.
Exercise 12
Given , , find the value of .
Approach:
Rewrite with base , so that the given values and appear directly, and then split products and quotients with the logarithm laws.
Steps:
- The change of base formula gives .
- Factor the argument and the base separately: and .
- Expand with the product and quotient laws of logarithms: .
- Substituting , and gives .
Answer:
Using the change of base formula:
Symbols Used in This Article
| Symbol | Type | Pronunciation/Explanation | Meaning in This Article |
|---|---|---|---|
| Mathematical symbol | log base a of x | Logarithm of x with base a | |
| Mathematical symbol | natural log of x | Natural logarithm of x | |
| Mathematical symbol | log base 2 of x | Logarithm of x with base 2 | |
| Mathematical symbol | log base 10 of x | Logarithm of x with base 10 | |
| Mathematical symbol | a | Base of the logarithm, must be greater than 0 and not equal to 1 | |
| Mathematical symbol | Open interval | Left-open right-infinite interval | |
| Mathematical symbol | Blackboard bold R (Real numbers) | Represents the set of real numbers, all real numbers |
