how to plot minimized fitness function and set its range in matlab

To plot a minimized fitness function and set its range in MATLAB, you can follow these steps:

Define your fitness function as a MATLAB function. For example, let's say we have a fitness function called myFitnessFunction that takes a single input x:


main.m
function y = myFitnessFunction(x)
    y = x^2; % Example fitness function, you can replace it with your own function
end
121 chars
4 lines

Define the range of your fitness function. For example, let's assume you want to plot the fitness function between -10 and 10:


main.m
x = -10:0.1:10; % Define the range of x values
47 chars
2 lines

Use the fitness function and range to calculate the fitness values:


main.m
y = arrayfun(@myFitnessFunction, x); % Calculate the fitness values for each x
79 chars
2 lines

Plot the fitness function:


main.m
plot(x, y);
xlabel('x'); % Add x-axis label
ylabel('Fitness'); % Add y-axis label
title('Minimized Fitness Function'); % Add title to the plot
143 chars
5 lines

Putting it all together, here's the complete code:


main.m
function y = myFitnessFunction(x)
    y = x^2; % Example fitness function, you can replace it with your own function
end

x = -10:0.1:10; % Define the range of x values
y = arrayfun(@myFitnessFunction, x); % Calculate the fitness values for each x

plot(x, y);
xlabel('x'); % Add x-axis label
ylabel('Fitness'); % Add y-axis label
title('Minimized Fitness Function'); % Add title to the plot
392 chars
12 lines

You can replace myFitnessFunction with your own fitness function and adjust the range as per your requirement.

similar matlab code snippets

how to change the range of the fitness function at each generation and plot fitness function as y-axes and genration number as x-axes in matlab

changing the range of a plot in matlab

draw a house in matlab

plot sin(x) from 0 to 10 in matlab

how to calculate the range of a matrix in matlab

how to plot an arrow in matlab in matlab

draw a sunset in matlab

how to plot the binomial distribution in matlab

create a graph in matlab

plot a smily in matlab

related categories