pso optimization in matlab in matlab

main.m
% Define the objective function
objective_function = @(x) x.^2;

% Define the number of variables
num_variables = 1;

% Define the boundaries of the variables
lb = -10; % Lower bound
ub = 10; % Upper bound

% Define the options for the optimization algorithm
options = optimoptions('particleswarm', 'SwarmSize', 100, 'MaxIterations', 100);

% Call the particleswarm function to perform the optimization
[x, fval] = particleswarm(objective_function, num_variables, lb, ub, options);

% Display the results
disp('Optimal solution:');
disp(x);
disp('Optimal function value:');
disp(fval);
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