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Complete Course of Mathematics
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Introduction to Logarithms and Antilogarithms (relation to Indices) Laws and Properties of Logarithms Simple Applications of Logarithms and Antilogarithms


Logarithms and Antilogarithms



Introduction to Logarithms and Antilogarithms (relation to Indices)


The Connection Between Exponentiation and Logarithms

The concept of a logarithm is deeply rooted in the operation of exponentiation (raising a base to a power). In fact, logarithms and exponentiation are inverse operations of each other. This relationship is analogous to the inverse relationship between addition and subtraction, or between multiplication and division.

Let's consider an exponential expression: $b^y = x$. In this expression:

The exponential equation $b^y = x$ answers the question: "What number ($x$) do you get when you raise the base ($b$) to the power of $y$ (i.e., multiply $b$ by itself $y$ times if $y$ is a positive integer)?"

Logarithms answer the inverse question: "What power ($y$) do you need to raise a given base ($b$) to in order to get a specific number ($x$)?"


Definition of Logarithm

If $b$ is a positive real number and $b$ is not equal to $1$ ($b > 0$ and $b \neq 1$), then for any positive real number $x$, the logarithm of $x$ to the base $b$ is defined as the unique real number $y$ such that $b$ raised to the power of $y$ equals $x$.

This fundamental definition establishes an equivalence between an exponential equation and a logarithmic equation:

$\quad \log_b x = y \quad \iff \quad b^y = x$

[Definition of Logarithm]

Let's identify the roles of the variables in the logarithmic expression $\log_b x = y$:

The expression $\log_b x = y$ is read as "the logarithm of $x$ to the base $b$ is equal to $y$" or simply "log base $b$ of $x$ equals $y$".


Illustrative Examples Connecting Exponential and Logarithmic Forms

Understanding the definition $\log_b x = y \iff b^y = x$ is key to converting between the two forms:


Standard Bases: Common and Natural Logarithms

Although any positive number other than 1 can serve as the base of a logarithm, two bases are used so frequently that they have special notations:


Antilogarithms: The Inverse Operation

The antilogarithm (or inverse logarithm) is the operation of finding the original number $x$ when you are given its logarithm $y$ to a certain base $b$. If $\log_b x = y$, then $x$ is the antilogarithm of $y$ to the base $b$.

If $\log_b x = y$, then $x = \text{antilog}_b y$

[Definition of Antilogarithm]

Comparing this definition with the fundamental definition of logarithm ($\log_b x = y \iff b^y = x$), we can see that finding the antilogarithm of $y$ to base $b$ is precisely the same operation as raising the base $b$ to the power of $y$.

$\quad \text{antilog}_b y = b^y$

[Antilogarithm is Exponentiation]

So, calculating an antilogarithm is simply performing exponentiation with the base of the logarithm.

Examples:

For common logarithms (base 10), $\text{antilog}_{10} y = 10^y$. This is often denoted as $10^y$ or sometimes $\text{ALOG}(y)$. For natural logarithms (base $e$), $\text{antilog}_e y = e^y$, which is sometimes written as $\exp(y)$.


Historical Context and Importance

The development of logarithms in the 17th century, most notably by John Napier, was a revolutionary advancement in computational mathematics. Before the advent of electronic calculators and computers, complex arithmetic operations involving large numbers, such as multiplication, division, raising to powers, and extracting roots, were extremely tedious and prone to error. Logarithms simplified these operations by transforming them into simpler ones:

This was done by using tables of pre-calculated logarithms (log tables). To multiply two numbers $A$ and $B$, you would look up $\log A$ and $\log B$ in the log table, add these two values, and then find the number whose logarithm is that sum by using the antilogarithm table or by searching within the log table. This dramatically reduced the time and effort required for complex calculations in fields like astronomy, navigation, and engineering.

While electronic tools have diminished the need for manual logarithmic calculations, the concept of logarithms remains fundamental in many areas of science and mathematics.



Laws and Properties of Logarithms

The definition of a logarithm as the inverse of exponentiation ($\log_b x = y \iff b^y = x$) is the starting point for deriving several fundamental rules, known as the laws of logarithms (or properties of logarithms). These laws allow us to simplify complex logarithmic expressions and solve equations involving logarithms or exponents. These laws are derived directly from the laws of exponents and hold true for any valid base $b$ ($b > 0$ and $b \neq 1$) and for any positive real numbers used as the arguments of the logarithms (typically denoted by $M$ and $N$).


The Primary Laws of Logarithms (Derived from Laws of Exponents)

Law 1: The Product Rule

The logarithm of the product of two positive numbers is equal to the sum of the logarithms of the individual numbers, provided all logarithms have the same base.

$\quad \log_b (M \times N) = \log_b M + \log_b N$

[Log of a Product]

Derivation:

Let $x = \log_b M$ and $y = \log_b N$. By the definition of logarithm, these are equivalent to the exponential forms:

$\quad b^x = M$

[Definition of x]

$\quad b^y = N$

[Definition of y]

Consider the product $M \times N$. Substitute the exponential forms of $M$ and $N$:

$\quad M \times N = b^x \times b^y$

[Substituting M and N]

Using the Product Law of Exponents ($b^m \times b^n = b^{m+n}$), where $m=x$ and $n=y$:

$\quad M \times N = b^{x+y}$

[Using Product Rule of Exponents]

Now, convert this exponential equation $b^{x+y} = M \times N$ back into its equivalent logarithmic form using the definition ($\log_b K = P \iff b^P = K$, with $K$ being $M \times N$ and $P$ being $x+y$):

$\quad \log_b (M \times N) = x + y$

[Converting to Logarithmic Form]

Finally, substitute back the original expressions for $x$ and $y$ in terms of logarithms:

$\quad \log_b (M \times N) = \log_b M + \log_b N$

[Substituting x and y]

Example: $\log_{10} (50) = \log_{10} (5 \times 10)$. Using the rule: $\log_{10} (5 \times 10) = \log_{10} 5 + \log_{10} 10$. We know $\log_{10} 10 = 1$, so $\log_{10} 50 = \log_{10} 5 + 1$. (We can't evaluate $\log_{10} 5$ without a calculator or tables, but the rule holds).

Example with known values: $\log_{2} (4 \times 8) = \log_2 32 = 5$ (since $2^5=32$). Using the law: $\log_2 4 + \log_2 8 = 2 + 3 = 5$ (since $2^2=4$ and $2^3=8$). The law holds.

Law 2: The Quotient Rule

The logarithm of the quotient of two positive numbers is equal to the difference of the logarithms of the numerator and the denominator, provided all logarithms have the same base.

$\quad \log_b \left(\frac{M}{N}\right) = \log_b M - \log_b N$

[Log of a Quotient]

Derivation:

Let $x = \log_b M$ and $y = \log_b N$. This means $b^x = M$ and $b^y = N$.

Consider the quotient $\frac{M}{N}$. Substitute the exponential forms:

$\quad \frac{M}{N} = \frac{b^x}{b^y}$

[Substituting M and N]

Using the Quotient Law of Exponents ($\frac{b^m}{b^n} = b^{m-n}$), where $m=x$ and $n=y$:

$\quad \frac{M}{N} = b^{x-y}$

[Using Quotient Rule of Exponents]

Convert this back to logarithmic form ($\log_b K = P \iff b^P = K$, with $K$ being $M/N$ and $P$ being $x-y$):

$\quad \log_b \left(\frac{M}{N}\right) = x - y$

[Converting to Logarithmic Form]

Substitute back the original expressions for $x$ and $y$:

$\quad \log_b \left(\frac{M}{N}\right) = \log_b M - \log_b N$

[Substituting x and y]

Example: $\log_{10} \left(\frac{1000}{100}\right) = \log_{10} 10 = 1$ (since $10^1=10$). Using the law: $\log_{10} 1000 - \log_{10} 100 = 3 - 2 = 1$ (since $10^3=1000$ and $10^2=100$). The law holds.

Law 3: The Power Rule

The logarithm of a positive number raised to any real power is equal to the product of the power and the logarithm of the number, with the same base.

$\quad \log_b (M^n) = n \log_b M$

[Log of a Power]

Derivation:

Let $x = \log_b M$. By the definition of logarithm, this means $b^x = M$.

Consider the expression $M^n$. Substitute the exponential form of $M$:

$\quad M^n = (b^x)^n$

[Substituting M]

Using the Power of a Power Law of Exponents ($(b^m)^n = b^{mn}$), where $m=x$ and the outer exponent is $n$:

$\quad M^n = b^{xn}$

[Using Power of a Power Rule of Exponents]

Convert this back to logarithmic form ($\log_b K = P \iff b^P = K$, with $K$ being $M^n$ and $P$ being $xn$):

$\quad \log_b (M^n) = xn$

[Converting to Logarithmic Form]

Substitute back the original expression for $x$:

$\quad \log_b (M^n) = (\log_b M) \times n = n \log_b M$

[Substituting x]

Example: $\log_{10} (100^3) = \log_{10} (1000000) = 6$ (since $10^6=1000000$). Using the law: $3 \log_{10} 100 = 3 \times 2 = 6$ (since $10^2=100$). The law holds.

Example: $\log_2 (8^4) = 4 \log_2 8 = 4 \times 3 = 12$ (since $2^3=8$). Check: $8^4 = (2^3)^4 = 2^{12}$. $\log_2 (2^{12}) = 12$. The law holds.


Other Essential Properties

These properties are direct consequences of the definition of logarithms and the primary laws. They are useful in simplifying expressions and understanding the behavior of logarithms.


Summary of Logarithmic Laws and Properties

For valid base $b$ ($b > 0, b \neq 1$), any valid base $c$ ($c > 0, c \neq 1$), and positive real numbers $M, N$, and any real number $n$:

These laws are fundamental tools in simplifying logarithmic expressions, expanding or condensing logarithms, solving logarithmic and exponential equations, and performing calculations using logarithms.



Simple Applications of Logarithms and Antilogarithms

Logarithms and antilogarithms are not merely abstract mathematical concepts; they have significant applications in various fields and are particularly useful for simplifying calculations and solving certain types of equations. Their importance stems from the inverse relationship with exponentiation and the properties (laws) they satisfy.


1. Calculation Simplification (Historical Use with Log Tables)

Historically, before the advent of electronic calculators and computers, one of the primary applications of logarithms was to simplify complex arithmetic calculations involving large numbers, products, quotients, powers, and roots. Logarithm tables (usually base 10, common logarithms) and antilogarithm tables were extensively used for this purpose.

The key idea was to transform computationally difficult operations into simpler ones using the laws of logarithms:

Using Logarithm Tables

A common logarithm table (base 10) provides the mantissa (the decimal part) of the logarithm for numbers typically ranging from 1.00 to 9.99. The characteristic (the integer part) of the logarithm is determined by the number of digits in the whole number part of the original number or by the position of the first non-zero digit in the decimal part.

If a positive number $N$ is written in standard form as $N = a \times 10^n$, where $1 \le a < 10$ and $n$ is an integer, then its common logarithm is:

$\quad \log_{10} N = \log_{10} (a \times 10^n) = \log_{10} a + \log_{10} 10^n = \log_{10} a + n \log_{10} 10 = \log_{10} a + n$

Here, $n$ is the characteristic (the integer part of $\log_{10} N$), and $\log_{10} a$ is the mantissa (the decimal part of $\log_{10} N$). The mantissa is always a non-negative value between 0 and 1 (exclusive of 1), since $1 \le a < 10 \implies \log_{10} 1 \le \log_{10} a < \log_{10} 10 \implies 0 \le \log_{10} a < 1$. Log tables typically provide the mantissa $\log_{10} a$ for various values of $a$.

Example: Find $\log_{10} 4560$. Write in standard form: $4560 = 4.56 \times 10^3$. Characteristic is $3$. Look up mantissa for $4.56$ in log table, which is approximately $0.6590$. $\log_{10} 4560 = 3 + 0.6590 = 3.6590$.

Example: Find $\log_{10} 0.0456$. Write in standard form: $0.0456 = 4.56 \times 10^{-2}$. Characteristic is $-2$. Mantissa for $4.56$ is $\approx 0.6590$. $\log_{10} 0.0456 = -2 + 0.6590$. This is often written as $\overline{2}.6590$ (read as "bar 2 point 6590") to indicate that only the integer part is negative, the mantissa remains positive.

To find the antilogarithm of a number $y$ using log tables, you need to find the number $x$ such that $\log_{10} x = y$. Separate $y$ into its characteristic (integer part, ensure it's integer) and mantissa (decimal part, ensure it's non-negative). $\text{antilog}_{10} y = 10^y = 10^{\text{characteristic} + \text{mantissa}} = 10^{\text{characteristic}} \times 10^{\text{mantissa}}$. The characteristic $n$ tells you the power of $10$. The mantissa (the positive decimal part) is looked up *inside* the log table (among the calculated logarithm values) to find the corresponding coefficient $a$ ($1 \le a < 10$) such that $\log_{10} a = \text{mantissa}$. Then $\text{antilog}_{10} y = a \times 10^n$.

Example: Find $\text{antilog}_{10} 3.6590$. Characteristic is $3$. Mantissa is $0.6590$. In a log table, the mantissa $0.6590$ corresponds to the number $4.56$. Antilog is $4.56 \times 10^3 = 4560$.

Example: Find $\text{antilog}_{10} \overline{2}.6590$. Characteristic is $-2$. Mantissa is $0.6590$. This mantissa corresponds to the number $4.56$. Antilog is $4.56 \times 10^{-2} = 0.0456$.

This historical use of logarithms, while largely replaced by modern computing, highlights their fundamental properties in transforming arithmetic operations.


2. Solving Exponential Equations

Logarithms are the inverse of exponentiation, making them essential tools for solving equations where the variable appears in the exponent. If you have an equation of the form $b^y = x$, where $b$ and $x$ are known (with $b > 0, b \neq 1, x > 0$), the solution for $y$ is directly given by the definition of logarithm: $y = \log_b x$.

For more complex exponential equations, taking the logarithm of both sides (to any convenient base, typically base 10 or $e$) allows us to use the Power Rule of logarithms to bring the variable exponent down as a coefficient.

Example 1. Solve for $t$: $3^t = 20$.

Answer:

We need to find the value of the exponent $t$. Since the variable is in the exponent, we use logarithms. Take the common logarithm (base 10, denoted as log) of both sides:

$\quad \log(3^t) = \log(20)$

[Taking log on both sides]

Using the Power Rule of logarithms ($\log M^n = n \log M$) on the left side:

$\quad t \log 3 = \log 20$

[Applying Power Rule]

Now, solve for $t$ by dividing both sides by $\log 3$ (since $3 \neq 1$, $\log 3 \neq 0$):

$\quad t = \frac{\log 20}{\log 3}$

[Solving for t]

Using a calculator (or log tables: $\log 20 = \log(2 \times 10) = \log 2 + \log 10 \approx 0.3010 + 1 = 1.3010$, $\log 3 \approx 0.4771$):

$\quad t \approx \frac{1.3010}{0.4771} \approx 2.7268$

So, the value of $t$ that satisfies the equation $3^t = 20$ is approximately $\mathbf{2.7268}$.


3. Solving Logarithmic Equations

Equations where the variable is within the argument of a logarithm can often be solved by converting the equation into its equivalent exponential form using the definition $\log_b x = y \iff b^y = x$.

Example 1. Solve for $x$: $\log_5 (x + 3) = 2$.

Answer:

The given equation is in the logarithmic form $\log_b x_{\text{argument}} = y$, where the base is $b=5$, the argument is $x_{\text{argument}} = x+3$, and the logarithm is $y=2$. Convert this equation into its equivalent exponential form $b^y = x_{\text{argument}}$.

$\quad 5^2 = x + 3$

[Converting to Exponential Form]

Calculate the value of the exponentiation:

$\quad 25 = x + 3$

Solve the resulting simple linear equation for $x$:

$\quad x = 25 - 3 = 22$

The solution is $x=22$. We must check if this solution is valid for the original logarithmic equation. The argument of the logarithm must be positive. For $x=22$, the argument is $x+3 = 22+3 = 25$, which is positive. So, the solution is valid.

The solution is $\mathbf{x=22}$.


4. Applications in Various Fields (Logarithmic Scales)

Logarithms are widely applied in many scientific, engineering, and economic fields, especially when dealing with quantities that vary over vast ranges of values (orders of magnitude). Logarithmic scales are used to represent these quantities more compactly and meaningfully.

In these contexts, antilogarithms are used to convert measurements from the logarithmic scale back to the original linear scale for interpretation (e.g., calculating the actual sound intensity from a decibel reading: $I = I_0 \times 10^{dB/10}$).

Logarithms and antilogarithms are thus powerful mathematical tools with deep connections to exponents, providing efficient ways to perform certain calculations and analyze phenomena that span large ranges of values.