Prompt
Answer
Pseudo Code for Evaluating the Sine Function Using Infinite Series
Problem Statement
The sine function can be approximated using an infinite series. This pseudo code will compute the sine of a given angle x
up to a specified term n
, print each computed value, and display the percent relative error.
Sine Series Expansion
The sine function can be expressed as: [ \text{sin}(x) = x - \frac{x^3}{3!} + \frac{x^5}{5!} - \frac{x^7}{7!} + ... ] Where ( n ) is the order of the term in the series that is included for the approximation.
Definitions
- x: Input angle in radians.
- n: Maximum order term to calculate.
- actual_value: Actual sine value calculated using a built-in function.
Pseudo Code
FUNCTION calculate_sine_series(x, n)
INITIALIZE sine_value = 0.0
INITIALIZE term_sign = 1
INITIALIZE factorial = 1
INITIALIZE power_of_x = x
PRINT "Term Number | Sine Value | Percent Relative Error"
FOR i FROM 0 TO n DO
IF i > 0 THEN
factorial = factorial * (2 * i) * (2 * i + 1) // Update factorial for (2i-1)!
power_of_x = power_of_x * x * x // Update x^2 for the next term
END IF
term = term_sign * (power_of_x / factorial) // Calculate the term
sine_value = sine_value + term // Update sine value
percent_error = ABS((sine_value - sin(x)) / sin(x)) * 100 // Calculate percent relative error
PRINT i, "|", sine_value, "|", percent_error
term_sign = -term_sign // Alternate the sign for the next term
END FOR
END FUNCTION
Explanation of Pseudo Code
Initialization: Variables for accumulating the sine value, keeping track of the sign, computing the factorial, and the power of
x
are initialized.Loop: A loop runs from 0 to
n
, where:- The factorial value is updated for each new term in the series.
- The power of
x
is updated by multiplying the previous power byx * x
(to account for ( x^2 ) increase).
Term Calculation: Each term of the sine series is calculated using the current powers of
x
and the factorial.Error Calculation: The percent relative error is computed and printed for each term, comparing the current sine value against the actual sine value.
Output: The number of terms, computed sine value, and percent error are printed in a formatted manner.
Conclusion
This pseudo code provides a clear and structured approach for calculating the sine function using an infinite series. It highlights the essential operations and how to track changes to the sine value, providing insight into the accuracy as more terms are evaluated.
For further learning on this topic and enhancing your skills in data science, consider exploring the courses available on the Enterprise DNA Platform.
Description
This pseudo code computes the sine of an angle using its series expansion, prints computed values and percent relative error for increased accuracy, illustrating the approximation process through iterative term evaluation.