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6.2 Properties of Logarithms

In Section, we introduced the logarithmic functions as inverses of exponential functions and discussed a few of their functional properties from that perspective. In this section, we explore the algebraic properties of logarithms. Historically, these have played a huge role in the scientific development of our society since, among other things, they were used to develop analog computing devices called slide rules which enabled scientists and engineers to perform accurate calculations leading to such things as space travel and the moon landing . As we shall see shortly, logs inherit analogs of all of the properties of exponents you learned in Elementary and Intermediate Algebra. We first extract two properties from Theorem to remind us of the definition of a logarithm as the inverse of an exponential function.

Next, we spell out what it means for exponential and logarithmic functions to be one-to-one.

We now state the algebraic properties of exponential functions which will serve as a basis for the properties of logarithms. While these properties may look identical to the ones you learned in Elementary and Intermediate Algebra, they apply to real number exponents, not just rational exponents. Note that in the theorem that follows, we are interested in the properties of exponential functions, so the base b is restricted to b > 0 , b 1 . An added benefit of this restriction is that it eliminates the pathologies discussed in Section when, for example, we simplified ( x 2 / 3 ) 3 / 2 and obtained | x | instead of what we had expected from the arithmetic in the exponents, x 1 = x .

While the properties listed in Theorem are certainly believable based on similar properties of integer and rational exponents, the full proofs require Calculus. To each of these properties of exponential functions corresponds an analogous property of logarithmic functions. We list these below in our next theorem.

There are a couple of different ways to understand why Theorem is true. Consider the product rule: log b ( u w ) = log b ( u ) + log b ( w ) . Let a = log b ( u w ) , c = log b ( u ) , and d = log b ( w ) . Then, by definition, b a = u w , b c = u and b d = w . Hence, b a = u w = b c b d = b c + d , so that b a = b c + d . By the one-to-one property of b x , we have a = c + d . In other words, log b ( u w ) = log b ( u ) + log b ( w ) . The remaining properties are proved similarly. From a purely functional approach, we can see the properties in Theorem as an example of how inverse functions interchange the roles of inputs in outputs. For instance, the Product Rule for exponential functions given in Theorem, f ( u + w ) = f ( u ) f ( w ) , says that adding inputs results in multiplying outputs. Hence, whatever f 1 is, it must take the products of outputs from f and return them to the sum of their respective inputs. Since the outputs from f are the inputs to f 1 and vice-versa, we have that that f 1 must take products of its inputs to the sum of their respective outputs. This is precisely what the Product Rule for Logarithmic functions states in Theorem: g ( u w ) = g ( u ) + g ( w ) . The reader is encouraged to view the remaining properties listed in Theorem similarly. The following examples help build familiarity with these properties. In our first example, we are asked to `expand' the logarithms. This means that we read the properties in Theorem from left to right and rewrite products inside the log as sums outside the log, quotients inside the log as differences outside the log, and powers inside the log as factors outside the log.1

A couple of remarks about Example Example 1 are in order. First, while not explicitly stated in the above example, a general rule of thumb to determine which log property to apply first to a complicated problem is `reverse order of operations.' For example, if we were to substitute a number for x into the expression log 0.1 ( 10 x 2 ) , we would first square the x , then multiply by 10 . The last step is the multiplication, which tells us the first log property to apply is the Product Rule. In a multi-step problem, this rule can give the required guidance on which log property to apply at each step. The reader is encouraged to look through the solutions to Example Example 1 to see this rule in action. Second, while we were instructed to assume when necessary that all quantities represented positive real numbers, the authors would be committing a sin of omission if we failed to point out that, for instance, the functions f ( x ) = log 117 ( x 2 4 ) and g ( x ) = log 117 ( x + 2 ) + log 117 ( x 2 ) have different domains, and, hence, are different functions. We leave it to the reader to verify the domain of f is ( , 2 ) ( 2 , ) whereas the domain of g is ( 2 , ) . In general, when using log properties to expand a logarithm, we may very well be restricting the domain as we do so. One last comment before we move to reassembling logs from their various bits and pieces. The authors are well aware of the propensity for some students to become overexcited and invent their own properties of logs like log 117 ( x 2 4 ) = log 117 ( x 2 ) log 117 ( 4 ) , which simply isn't true, in general. The unwritten3 property of logarithms is that if it isn't written in a textbook, it probably isn't true.

As we would expect, the rule of thumb for re-assembling logarithms is the opposite of what it was for dismantling them. That is, if we are interested in rewriting an expression as a single logarithm, we apply log properties following the usual order of operations: deal with multiples of logs first with the Power Rule, then deal with addition and subtraction using the Product and Quotient Rules, respectively. Additionally, we find that using log properties in this fashion can increase the domain of the expression. For example, we leave it to the reader to verify the domain of f ( x ) = log 3 ( x 1 ) log 3 ( x + 1 ) is ( 1 , ) but the domain of g ( x ) = log 3 ( x 1 x + 1 ) is ( , 1 ) ( 1 , ) . We will need to keep this in mind when we solve equations involving logarithms in Section - it is precisely for this reason we will have to check for extraneous solutions.

The two logarithm buttons commonly found on calculators are the `LOG' and `LN' buttons which correspond to the common and natural logs, respectively. Suppose we wanted an approximation to log 2 ( 7 ) . The answer should be a little less than 3 , (Can you explain why?) but how do we coerce the calculator into telling us a more accurate answer? We need the following theorem.

The proofs of the Change of Base formulas are a result of the other properties studied in this section. If we start with b x log b ( a ) and use the Power Rule in the exponent to rewrite x log b ( a ) as log b ( a x ) and then apply one of the Inverse Properties in Theorem, we get

b x log b ( a ) = b log b ( a x ) = a x ,

as required. To verify the logarithmic form of the property, we also use the Power Rule and an Inverse Property. We note that

log a ( x ) log b ( a ) = log b ( a log a ( x ) ) = log b ( x ) ,

and we get the result by dividing through by log b ( a ) . Of course, the authors can't help but point out the inverse relationship between these two change of base formulas. To change the base of an exponential expression, we multiply the input by the factor log b ( a ) . To change the base of a logarithmic expression, we divide the output by the factor log b ( a ) . While, in the grand scheme of things, both change of base formulas are really saying the same thing, the logarithmic form is the one usually encountered in Algebra while the exponential form isn't usually introduced until Calculus.4 What Theorem really tells us is that all exponential and logarithmic functions are just scalings of one another. Not only does this explain why their graphs have similar shapes, but it also tells us that we could do all of mathematics with a single base - be it 10 , e , 42 , or 117 . Your Calculus teacher will have more to say about this when the time comes.

Exercises

In Exercises -, expand the given logarithm and simplify. Assume when necessary that all quantities represent positive real numbers.

  1. ln ( x 3 y 2 )
  2. log 2 ( 128 x 2 + 4 )
  3. log 5 ( z 25 ) 3
  4. log ( 1.23 × 10 37 )
  5. ln ( z x y )
  6. log 5 ( x 2 25 )
  7. log 2 ( 4 x 3 )
  8. log 1 3 ( 9 x ( y 3 8 ) )
  9. log ( 1000 x 3 y 5 )
  10. log 3 ( x 2 81 y 4 )
  11. ln ( x y e z 4 )
  12. log 6 ( 216 x 3 y ) 4
  13. log ( 100 x y 10 3 )
  14. log 1 2 ( 4 x 2 3 y z )
  15. ln ( x 3 10 y z )
  16. 4 ln ( x ) + 2 ln ( y )
  17. log 2 ( x ) + log 2 ( y ) log 2 ( z )
  18. log 3 ( x ) 2 log 3 ( y )
  19. 1 2 log 3 ( x ) 2 log 3 ( y ) log 3 ( z )
  20. 2 ln ( x ) 3 ln ( y ) 4 ln ( z )
  21. log ( x ) 1 3 log ( z ) + 1 2 log ( y )
  22. 1 3 ln ( x ) 1 3 ln ( y ) + 1 3 ln ( z )
  23. log 5 ( x ) 3
  24. 3 log ( x )
  25. log 7 ( x ) + log 7 ( x 3 ) 2
  26. ln ( x ) + 1 2
  27. log 2 ( x ) + log 4 ( x )
  28. log 2 ( x ) + log 4 ( x 1 )
  29. log 2 ( x ) + log 1 2 ( x 1 )
  30. 7 x 1 to base e
  31. log 3 ( x + 2 ) to base 10
  32. ( 2 3 ) x to base e
  33. log ( x 2 + 1 ) to base e
  34. log 3 ( 12 )
  35. log 5 ( 80 )
  36. log 6 ( 72 )
  37. log 4 ( 1 10 )
  38. log 3 5 ( 1000 )
  39. log 2 3 ( 50 )
  40. Compare and contrast the graphs of y = ln ( x 2 ) and y = 2 ln ( x ) .
  41. Prove the Quotient Rule and Power Rule for Logarithms.
  42. Give numerical examples to show that, in general,

    1. log b ( x + y ) log b ( x ) + log b ( y )
    2. log b ( x y ) log b ( x ) log b ( y )
    3. log b ( x y ) log b ( x ) log b ( y )
  43. The Henderson-Hasselbalch Equation: Suppose H A represents a weak acid. Then we have a reversible chemical reaction

    H A H + + A .

    The acid disassociation constant, K a , is given by

    K α = [ H + ] [ A ] [ H A ] = [ H + ] [ A ] [ H A ] ,

    where the square brackets denote the concentrations just as they did in Exercise in Section. The symbol p K a is defined similarly to pH in that p K a = log ( K a ) . Using the definition of pH from Exercise and the properties of logarithms, derive the Henderson-Hasselbalch Equation which states

    pH = p K a + log [ A ] [ H A ]

  44. Research the history of logarithms including the origin of the word `logarithm' itself. Why is the abbreviation of natural log `ln' and not `nl'?
  45. There is a scene in the movie `Apollo 13' in which several people at Mission Control use slide rules to verify a computation. Was that scene accurate? Look for other pop culture references to logarithms and slide rules.

In Exercises -, use the properties of logarithms to write the expression as a single logarithm.

In Exercises -, use the appropriate change of base formula to convert the given expression to an expression with the indicated base.

In Exercises -, use the appropriate change of base formula to approximate the logarithm.

Answers

  1. 3 ln ( x ) + 2 ln ( y )
  2. 7 log 2 ( x 2 + 4 )
  3. 3 log 5 ( z ) 6
  4. log ( 1.23 ) + 37
  5. 1 2 ln ( z ) ln ( x ) ln ( y )
  6. log 5 ( x 5 ) + log 5 ( x + 5 )
  7. 3 log 2 ( x ) + 4
  8. 2 + log 1 3 ( x ) + log 1 3 ( y 2 ) + log 1 3 ( y 2 + 2 y + 4 )
  9. 3 + 3 log ( x ) + 5 log ( y )
  10. 2 log 3 ( x ) 4 4 log 3 ( y )
  11. 1 4 ln ( x ) + 1 4 ln ( y ) 1 4 1 4 ln ( z )
  12. 12 12 log 6 ( x ) 4 log 6 ( y )
  13. 5 3 + log ( x ) + 1 2 log ( y )
  14. 2 + 2 3 log 1 2 ( x ) log 1 2 ( y ) 1 2 log 1 2 ( z )
  15. 1 3 ln ( x ) ln ( 10 ) 1 2 ln ( y ) 1 2 ln ( z )
  16. ln ( x 4 y 2 )
  17. log 2 ( x y z )
  18. log 3 ( x y 2 )
  19. log 3 ( x y 2 z )
  20. ln ( x 2 y 3 z 4 )
  21. log ( x y z 3 )
  22. ln ( z x y 3 )
  23. log 5 ( x 125 )
  24. log ( 1000 x )
  25. log 7 ( x ( x 3 ) 49 )
  26. ln ( x e )
  27. log 2 ( x 3 / 2 )
  28. log 2 ( x x 1 )
  29. log 2 ( x x 1 )
  30. 7 x 1 = e ( x 1 ) ln ( 7 )
  31. log 3 ( x + 2 ) = log ( x + 2 ) log ( 3 )
  32. ( 2 3 ) x = e x ln ( 2 3 )
  33. log ( x 2 + 1 ) = ln ( x 2 + 1 ) ln ( 10 )
  34. log 3 ( 12 ) 2.26186
  35. log 5 ( 80 ) 2.72271
  36. log 6 ( 72 ) 2.38685
  37. log 4 ( 1 10 ) 1.66096
  38. log 3 5 ( 1000 ) 13.52273
  39. log 2 3 ( 50 ) 9.64824

Adapted from Precalculus, 3rd corrected edition, by Carl Stitz and Jeff Zeager (stitz-zeager.com), licensed under CC BY-NC-SA 3.0. Changes were made: reformatted as an accessible XYZ web edition. License: CC-BY-NC-SA-3.0.