I am trying to find 4 parameters as shown in the image. I started the MATLAB code but I don't have an idea of how the find the parameters. Can you help me find the four parameters for each i. The following is my code:  clc; clear all; i = 1:50; theta = zeros(size(i)); lambda_hat = [1/sqrt(3); 1/sqrt(3); 1/saqrt(3)]; for i = 1:50       theta(i) = pi + (10^-6)*randn(1);      end i = 1:50; semilogy(i,theta)

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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I am trying to find 4 parameters as shown in the image. I started the MATLAB code but I don't have an idea of how the find the parameters. Can you help me find the four parameters for each i. The following is my code: 

clc;
clear all;

i = 1:50;
theta = zeros(size(i));
lambda_hat = [1/sqrt(3); 1/sqrt(3); 1/saqrt(3)];

for i = 1:50  

    theta(i) = pi + (10^-6)*randn(1);
    
end


i = 1:50;
semilogy(i,theta)

The image shows a mathematical expression involving a vector and trigonometric functions. It is presented as follows:

\[
\epsilon^{(i)} = 
\begin{bmatrix}
\epsilon_{1:3}^{(i)} \\
\epsilon_4^{(i)}
\end{bmatrix}
=
\begin{bmatrix}
\hat{\lambda} \sin(\theta^{(i)}/2) \\
\cos(\theta^{(i)}/2)
\end{bmatrix}
\]

Explanation:

- \(\epsilon^{(i)}\) represents a vector indexed by \(i\).
- \(\epsilon_{1:3}^{(i)}\) and \(\epsilon_4^{(i)}\) are components of this vector.
- The right side of the equation expresses these components in terms of trigonometric functions:
  - The first element is \(\hat{\lambda} \sin(\theta^{(i)}/2)\), where \(\hat{\lambda}\) is a unit vector multiplied by the sine of half the angle \(\theta^{(i)}\).
  - The second element is \(\cos(\theta^{(i)}/2)\), which is the cosine of half the angle \(\theta^{(i)}\).

This vector representation is often encountered in fields such as physics or engineering, particularly in discussions of rotations or transformations.
Transcribed Image Text:The image shows a mathematical expression involving a vector and trigonometric functions. It is presented as follows: \[ \epsilon^{(i)} = \begin{bmatrix} \epsilon_{1:3}^{(i)} \\ \epsilon_4^{(i)} \end{bmatrix} = \begin{bmatrix} \hat{\lambda} \sin(\theta^{(i)}/2) \\ \cos(\theta^{(i)}/2) \end{bmatrix} \] Explanation: - \(\epsilon^{(i)}\) represents a vector indexed by \(i\). - \(\epsilon_{1:3}^{(i)}\) and \(\epsilon_4^{(i)}\) are components of this vector. - The right side of the equation expresses these components in terms of trigonometric functions: - The first element is \(\hat{\lambda} \sin(\theta^{(i)}/2)\), where \(\hat{\lambda}\) is a unit vector multiplied by the sine of half the angle \(\theta^{(i)}\). - The second element is \(\cos(\theta^{(i)}/2)\), which is the cosine of half the angle \(\theta^{(i)}\). This vector representation is often encountered in fields such as physics or engineering, particularly in discussions of rotations or transformations.
Expert Solution
Step 1: Algorithm:
  1. Clear the MATLAB workspace and command window.
  2. Create an array i from 1 to 50.
  3. Initialize arrays theta, lambda, theta_half, sin_theta_half, and cos_theta_half, all of the same size as i, to store the parameters.
  4. Loop over each element in the array i: a. Generate a random value for theta(i) with a small amount of Gaussian noise. b. Calculate lambda(i) as 1 divided by the square root of 3. c. Calculate theta_half(i) as half of the value of theta(i). d. Calculate sin_theta_half(i) as the sine of theta_half(i). e. Calculate cos_theta_half(i) as the cosine of theta_half(i).
  5. Plot the theta values using a semilogarithmic scale.
  6. Display the parameters in a tabular format, showing i, lambda, theta_half, sin_theta_half, and cos_theta_half for each i.
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