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Exploring the Concept of Functions
Sep 9, 2024
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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.
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