Exploring the Concept of Functions

Sep 9, 2024

Lecture Notes: Understanding Functions

Introduction to Functions

  • Definition of a Function:
    • A function is a rule or process that assigns a corresponding output to each input.
    • There is a maximum of one output per input.
    • Some inputs may not have an output (e.g., square root of negative one).

Exploring Functions Through an Example

  • Example: Wheel with a radius of 1, rotating counterclockwise by angle ( \theta ).
    • Input: Angle ( \theta ).
    • Output: Height of point (( h(\theta) )).
  • Graphing the Relationship:
    • Axes: ( \theta ) (input) and ( h(\theta) ) (output).
    • Initial conditions: ( \theta = 0 ) gives height 0.
    • Example calculations:
      • ( \theta = \frac{\pi}{4} ) results in height slightly less than 1.
      • ( \theta = \frac{\pi}{2} ) results in height 1.
    • Graph forms sinusoidal pattern as the wheel rotates.

Trigonometric Representation

  • Function Relation:
    • Height is defined by ( \sin(\theta) ).
    • Calculations for angles:
      • ( \sin(0) = 0 ).
      • ( \sin(\frac{\pi}{4}) = \frac{1}{\sqrt{2}} ).
      • ( \sin(\frac{\pi}{2}) = 1 ).

Describing Functions in Various Forms

  • Verbal Descriptions: Starting point and problem definition.
  • Graphs & Sketches: Visual representation aids understanding.
  • Formulas: Often used in mathematics but not the only method.
  • Tables of Data: Common in engineering and sensor data.

General Function Model

  • Input and Output:
    • Input called independent variable.
    • Output called dependent variable.
  • Terminology:
    • While less frequent, dependent and independent terms may appear in experiments.

Familiar Functions and Single Input-Output

  • Examples:
    • ( y = x^2 ): Single x input gives single y output.
    • Exponentials ( x = e^t ) and logarithms ( g(x) = \ln(x) ) follow similar patterns.

Expanding the Concept of Functions

  • Multi-dimensional Inputs & Outputs:
    • Potential for functions with multiple inputs (e.g., ( x ) & ( y )) and outputs (e.g., ( z )).
    • Functions involving time and multiple outputs will be explored.

Conclusion

  • Functions can be expressed and explored in a variety of ways beyond just formulas.
  • Understanding the breadth of function descriptions enhances mathematical and engineering problem-solving.
  • The next topics will explore more complex function formulations and their calculus implications.