Plotting Systems in Matlab: x_1(t),x_2(t) w/ Complex Equations

In summary, Matlab is a high-level programming language and interactive environment commonly used in scientific and engineering applications. It allows for easy creation and manipulation of complex mathematical equations and plots, making it a powerful tool for data analysis and visualization. X_1(t) and x_2(t) are variables typically used in plotting systems to represent two different quantities. Complex equations, which involve both real and imaginary components, are important in plotting systems as they can accurately model systems with multiple variables and parameters. Matlab is capable of plotting systems with multiple variables and complex equations, but there are other tools and software programs available such as Python, R, and Mathematica. However, Matlab is specifically designed for scientific and engineering applications and is widely used due to its powerful
  • #1
Tom McCurdy
1,020
1
How would you plot

[tex] x_1(t)=c_1e^{-t}+c_2*e^{3t} [/tex]
[tex] x_2(t)=-c_1e^{-t}+c_2*e^{3t} [/tex]

and similar systems in Matlab?

For example if it was complex like:

[tex] x_1(t)=5*e^{5t}(c_1 cos(4t)+c_2sin(4t)) [/tex]
[tex] x_2(t)=5*e^{5t}((2 c_1+4 c_2) cos(4t)+(4 c_1 - 2 c_2)sin(4t)) [/tex]
 
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  • #2
in MATLAB type:
help plot
 
  • #3


To plot these systems in Matlab, you would first define the time variable t as a vector with the desired range. Then, you can use the "plot" function to plot each equation separately, specifying the time variable as the x-axis and the equation as the y-axis. For the first set of equations, the code would look like this:

% Define time variable
t = linspace(0,10); % change the range as needed

% Define constants
c1 = 2;
c2 = 3;

% Plot x1(t)
x1 = c1*exp(-t) + c2*exp(3*t);
plot(t,x1)

% Plot x2(t)
x2 = -c1*exp(-t) + c2*exp(3*t);
plot(t,x2)

For the second set of equations, the code would be similar, but you would need to use the "cos" and "sin" functions to incorporate the complex component. The code would look like this:

% Define time variable
t = linspace(0,10); % change the range as needed

% Define constants
c1 = 5;
c2 = 2;

% Plot x1(t)
x1 = c1*exp(5*t)*(c1*cos(4*t) + c2*sin(4*t));
plot(t,x1)

% Plot x2(t)
x2 = c1*exp(5*t)*((2*c1 + 4*c2)*cos(4*t) + (4*c1 - 2*c2)*sin(4*t));
plot(t,x2)

You can also add labels, titles, and legends to your plot to make it more clear and organized. Overall, the key is to define the time variable, use the appropriate functions to incorporate the complex component, and then plot each equation separately.
 

1. What is Matlab and how is it used for plotting systems?

Matlab is a high-level programming language and interactive environment that is commonly used in scientific and engineering applications. It allows users to easily create and manipulate complex mathematical equations and plots, making it a powerful tool for analyzing and visualizing data.

2. What are x_1(t) and x_2(t) in the context of plotting systems?

x_1(t) and x_2(t) are typically used to represent two different variables or functions in a system. In the context of plotting systems, these variables could represent position, velocity, or any other relevant quantities that are being analyzed.

3. What are complex equations and why are they important in plotting systems?

Complex equations involve both real and imaginary components, and they are often used to model systems with multiple variables and parameters. In plotting systems, complex equations can help to represent complex relationships between variables and make it easier to visualize and analyze data.

4. Can Matlab plot systems with multiple variables and complex equations?

Yes, Matlab is capable of plotting systems with multiple variables and complex equations. It has a variety of built-in functions and tools that make it easy to create and manipulate plots, even for complex systems.

5. Are there any other tools or software that can be used for plotting systems besides Matlab?

Yes, there are many other tools and software programs that can be used for plotting systems, such as Python, R, and Mathematica. However, Matlab is specifically designed for scientific and engineering applications and is widely used in these fields due to its powerful plotting capabilities.

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