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IB DP Maths AA HL Study Notes

1.2.3 Change of Base Formula

Logarithms are a fundamental concept in mathematics, especially when dealing with exponential growth or decay problems. The Change of Base Formula is a mathematical tool that allows us to rewrite a logarithm in terms of logarithms with a different base. This becomes particularly useful when working with bases that are not immediately available on standard calculators or when simplifying complex logarithmic expressions.

Introduction

The concept of logarithms was introduced to simplify multiplication and division to addition and subtraction, respectively. As the study of logarithms evolved, it became evident that there was a need to change the base of logarithms for various computational and simplification purposes. This led to the development of the change of base formula.

The Formula and Its Derivation

The change of base formula is given by:

loga(x) = logb(x) / logb(a)

Where:

  • loga(x) is the logarithm of x with base a.
  • logb(x) is the logarithm of x with base b.
  • logb(a) is the logarithm of a with base b.

The choice of the new base 'b' is arbitrary, but often, the common logarithm (base 10) or the natural logarithm (base e) is used because these are the bases typically available on calculators.

Derivation:

Consider the equation:

ay = x

Taking logarithm on both sides with base b, we get:

logb(ay) = logb(x)

Using the property of logarithms, this becomes:

y * logb(a) = logb(x)

From the above, y = logb(x) / logb(a)

But, y is also equal to loga(x). Hence,

loga(x) = logb(x) / logb(a)

Practical Applications

Simplifying Expressions

The change of base formula can be used to simplify logarithmic expressions. For instance, if you have an equation involving multiple logarithmic terms with different bases, converting all terms to a common base can make the equation easier to handle.

Solving Equations

In algebra, we often come across equations involving logarithms. If the bases of the logarithms in the equation are different, it can be challenging to solve the equation directly. By using the change of base formula, we can convert all logarithms to a common base, making the equation solvable.

Real-world Applications

In real-world scenarios, especially in fields like engineering, physics, and computer science, logarithms with bases 2, 10, and e are frequently used. However, sometimes, data might be presented in a different logarithmic base. The change of base formula allows professionals to convert this data into a more familiar base, making analysis and computations more straightforward.

Example Questions

1. Determine the value of log4(64) using the change of base formula with base 10.

Solution:

Using the formula, we have: log4(64) = log10(64) / log10(4) Using a calculator, we find: log10(64) is approximately 1.806 log10(4) is approximately 0.602 Dividing the two values, we get: log4(64) is approximately 3

2. Convert log5(125) to a logarithm with base 2.

Solution:

Using the formula, we get: log5(125) = log2(125) / log2(5) Using a calculator: log2(125) is approximately 6.965 log2(5) is approximately 2.322 Dividing the two values, we get: log5(125) is approximately 3

Key Points to Remember

  • The change of base formula provides a method to express a logarithm in one base in terms of logarithms in another base.
  • The formula is especially useful when working with calculators that might not support the desired logarithmic base.
  • Understanding the change of base formula can simplify complex logarithmic expressions and equations.
  • The formula is a testament to the flexibility and adaptability of logarithms in mathematical computations.

FAQ

Yes, the change of base formula can be applied to any base, as long as the base is positive and not equal to 1. The formula is general and allows for the conversion of a logarithm from one base to another. This universality ensures that regardless of the original base of the logarithm, it can be expressed in terms of any other desired base, be it base 10, base e, or any other positive number different from 1.

While the change of base formula is versatile, there are constraints to consider. The bases used (both original and the one being changed to) must be positive numbers and cannot be 1. This is because logarithms with a base of 1 are undefined, and negative bases introduce complexities not covered in standard logarithmic studies. Additionally, the argument of the logarithm (the number you're taking the log of) must be positive. Keeping these constraints in mind ensures the correct application of the formula.

The change of base formula is inherently tied to the properties of logarithms. It's derived from the power property of logarithms, which states that logb(ac) = c * logb(a). When we rearrange terms to express a logarithm in a new base, we're essentially leveraging the foundational properties of logarithms. Understanding these properties and their interrelations is key to grasping the significance and utility of the change of base formula in various mathematical contexts.

In real-world scenarios, data might be presented in logarithmic forms with various bases. The change of base formula allows for the standardisation of this data, making it easier to analyse, compare, and interpret. For instance, in fields like acoustics or earthquake studies, where the logarithm base might differ, converting to a common base aids in consistent analysis. Additionally, many calculators and software tools might only support specific logarithm bases. The formula ensures that we can still compute and solve problems even if the original base isn't directly supported by the computational tool at hand.

The change of base formula is crucial because it allows us to compute logarithms with any base using a calculator that might only be equipped with specific bases, typically base 10 (common logarithm) or base e (natural logarithm). By converting logarithms to a familiar base, we can easily evaluate and compare logarithmic expressions. Moreover, the formula provides flexibility in mathematical and real-world applications, ensuring that we aren't restricted by the limitations of computational tools. It also aids in simplifying complex logarithmic equations, making them more manageable and understandable.

Practice Questions

Given the equation log3(x) = 5, express x in terms of a logarithm with base 10.

To express the equation in terms of a logarithm with base 10, we can use the change of base formula. The formula is given by: logb(a) = logc(a) / logc(b) Using this formula, the equation becomes: log3(x) = log10(x) / log10(3) Given that log3(x) = 5, we can equate the two expressions: 5 = log10(x) / log10(3) Multiplying both sides by log10(3), we get: 5 * log10(3) = log10(x) Thus, x is expressed in terms of a logarithm with base 10.

If log2(8) = a and log5(25) = b, find the value of a and b using the change of base formula with base 10.

To find the values of a and b using the change of base formula, we'll express each logarithm in terms of base 10. For a: log2(8) = log10(8) / log10(2) Given that log2(8) = 3 (since 2 raised to the power of 3 equals 8), we have: a = 3 = log10(8) / log10(2) For b: log5(25) = log10(25) / log10(5) Given that log5(25) = 2 (since 5 raised to the power of 2 equals 25), we have: b = 2 = log10(25) / log10(5) Thus, the values of a and b are 3 and 2, respectively.

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