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Understanding Exponential and Logarithmic Functions

May 11, 2025

Clown Math: Logic and Exponential Functions

Introduction

  • Covering logic and exponential functions in higher mathematics.
  • Includes past paper questions and transformations of logarithmic and exponential graphs.
  • Sponsored by an educational publisher offering a discount on practice question books.

Exponential Functions

  • Definition: Function of the form ( f(x) = a^x ), where ( a > 0 ) and ( x ) is a real number.
    • Base ( a ) raised to the power ( x ).
    • Graph features:
      • Passes through ( (0,1) ) since ( a^0 = 1 ).
      • Passes through ( (1,a) ) since ( a^1 = a ).
      • Graph shape becomes steeper as ( x ) increases.
      • Asymptotically approaches zero on the left.
    • Negative values of ( a ) invert the graph.

Graph Examples

  • Sketching an example: ( y = 6^x )
    • Passes through ( (0,1) ) and ( (1,6) ).

The Constant ( e )

  • ( e ) is an irrational number ( \approx 2.718 ).
  • Natural exponential function: ( f(x) = e^x ).

Graph Transformations

  • Types of transformations:
    • Vertical shifts, scaling, reflections, and compressions.
  • Rules for transformations:
    • Vertical shifts: add/subtract a constant.
    • Scaling: multiply/divide by a constant.
    • Reflections: negative sign inverts the graph.
    • Horizontal shifts: changes inside the function bracket.

Example of Transformation

  • Example: ( y = 1 + 2^x )
    • Transforms basic graph ( y = 2^x ) by shifting up by 1.

Logarithmic Functions

  • Definition: ( f(x) = \log_a(x) ) where ( a > 0 ) and ( x > 0 ).
  • Relationship with exponentials: ( y = a^x ) can be rewritten as ( \log_a y = x ).

Properties

  • ( \log_a(1) = 0 )
  • ( \log_a(a) = 1 )

Solving Logarithmic Expressions

  • Convert between exponential and logarithmic forms.
  • Solve examples using base conversions and properties of logs.

Inverse Functions

  • The log function is the inverse of the exponential function.
  • Reflecting exponential graphs over ( y = x ) gives inverse graphs.

Graphs of Logarithmic Functions

  • Example: ( \log_6(x) ). Passes through ( (1,0) ) and ( (6,1) ).
  • Graph transformations apply similarly as exponential transformations.

Solving Logarithmic Equations

  • Use properties and rules to solve equations involving logs.

Rules of Logarithms

  • ( \log_a(bc) = \log_a(b) + \log_a(c) )
  • ( \log_a(\frac{b}{c}) = \log_a(b) - \log_a(c) )
  • ( \log_a(b^n) = n \log_a(b) )

Examples

  • Calculate numerical expressions using log properties.
  • Solve equations involving both exponential and logarithmic forms.

Exponential Growth and Decay

  • Real-world applications: population growth, radioactive decay, etc.
  • Equations to model these phenomena: ( G = G_0 e^{kt} )

Solving Growth and Decay Problems

  • Determine initial values and find half-lives using exponential equations.

Experimental Data

  • Use logs to linearize exponential data for easier interpretation.

Logarithmic Models

  • Transforming exponential data to straight-line graphs through logarithmic scaling.
  • Example method: ( y = ax^b ) becomes ( \log(y) = b\log(x) + \log(a) ).

Applications

  • Utilize transformations and logs to solve and interpret complex equations in modeling.

Conclusion

  • Comprehensive coverage of logic and exponential functions.
  • Includes graph transformations, solving equations, and applications.

  • Note: The above notes summarize a lecture on exponential and logarithmic functions, including their properties, transformations, and applications in real-world scenarios.