Logarithm-- Inverse of an Exponential Function

Key Questions

  • Definition

    log_bx=y if and only if b^y=x

    Logarithmic functions are the inverse of the exponential functions with the same bases.


    Example

    If you wan to find the value of

    log_2 8=?,

    then convert the question in terms of exponential function

    2^{?}=8=2^3 => ?=3.

    Hence, log_2 8=3.


    I hope that this was helpful.

  • Answer:

    See explanation, where I show how to find log_2(7) ~~ 2.8

    Explanation:

    Since you were not specific as to what base of logarithm you wanted, I will take the liberty of showing you how to calculate logarithms base 2 in binary. They are perhaps the easiest to do by hand. Elsewhere I have shown a method to calculate common (base 10) logarithms, but that involves a lot of raising numbers to the 10th power so is rather tedious.

    Let us calculate log_2 7.

    From now on express numbers in binary...

    We want to calculate log_(10_2) 111_2

    10_2^(10_2) = 100_2 < 111_2 < 1000_2 = 10_2^(11_2)

    So the digits before the binary point are color(blue)(10)

    Next divide 111_2 by 10_2^(10_2)=100_2 to get 1.11_2

    Square 1.11_2 to get 11.0001_2

    Since this is greater than 10_2, the first digit after the binary point is color(blue)(1)

    Divide by 10_2 to get 1.10001_2

    Square 1.10001_2 to get 10.0101100001_2

    Since this is greater than 10_2, the second digit after the binary point is color(blue)(1)

    Divide by 10_2 to get 1.00101100001_2

    Square 1.00101100001_2 to get 1.0101111111011011000001_2

    Since this is less than 10_2, the third digit after the binary point is color(blue)(0)

    Square 1.0101111111011011000001_2 to get 1.11100011100110100101000001010111110110000001_2

    Since this is less than 10_2, the fourth digit after the binary point is color(blue)(0)

    To cut down on the arithmetic, I will approximate this as 1.11100011100110100101_2

    Square 1.11100011100110100101_2 to get 11.1001000110001111101001101110010001011001_2

    Since this is greater than 10_2, the fifth digit after the binary point is color(blue)(1)

    Divide by 10_2 to get 1.11001000110001111101001101110010001011001_2

    I'll stop here, but I hope you get the idea.

    Putting the digits we have found together we get:

    log_(10_2) 111_2 ~~ 10.11001_2 = 2+25/32 ~~ 2.8

    Actually log_2(7) ~~ 2.80735

  • The logarithm base b of a number n is the number x that when b is raised to xth power, the resulting value is n

    log_b n = x <=> b^x = n

    Example:

    log_2 8 = x

    => 2^x = 8
    => 2^x = 2^3
    => x = 3

    log_5 1 = x
    => 5^x = 1
    => 5^x = 5^0
    => x = 0

  • Logarithms of negative numbers are not defined in the real numbers, in the same way that square roots of negative numbers aren't defined in the real numbers. If you are expected to find the log of a negative number, an answer of "undefined" is sufficient in most cases.

    It is possible to evaluate one, however, the answer will be a complex number. (a number of the form a + bi, where i = sqrt(-1))

    If you're familiar with complex numbers and feel comfortable working with them, then read on.

    First, let's start with a general case:

    log_b (-x) = ?

    We will use the change-of-base rule and convert to natural logarithms, to make things easier later:

    log_b(-x) = ln(-x)/lnb

    Note that ln(-x) is the same thing as ln(-1 * x). We can exploit the addition property of logarithms, and separate this part into two separate logs:

    log_b(-x) = (lnx + ln(-1))/lnb

    Now the only problem is figuring out what ln(-1) is. It might look like an impossible thing to evaluate at first, but there is a pretty famous equation known as Euler's Identity that can help us.

    Euler's Identity states:

    e^(ipi) = -1

    This result comes from power series expansions of sine and cosine. (I won't explain that too in-depth, but if you are interested, there is a nice page here which explains a bit more)

    For now, let us simply take the natural log of both sides of Euler's Identity:

    ln e^(ipi) = ln(-1)

    Simplified:

    ipi = ln(-1)

    So, now that we know what ln(-1) is, we can substitute back into our equation:

    log_b(-x) = (lnx + ipi)/lnb

    Now you have a formula for finding logs of negative numbers. So, if we want to evaluate something like log_2 10, we can simply plug in a few values:

    log_2(-10) = (ln10 + ipi)/ln2

    approx 3.3219 + 4.5324i

  • Log base "a" of "x" is the same quotient of log base"b" of "x" and log base "b" of "a".

    This allows us to convert a base that is not easily solvable into the division of of logs with common base that is easy to solve.

    log_a(x)=(log_b(x))/(log_b(a))

    log_10(100)=(log_e(100))/(log_e(10))=(ln(100))/(ln(10))=2

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