Pattern search method: deterministic iterative zero order algorithm
It's a deterministic iterative zero order algorithm that can be used to solve unconstrained optimization problem. It finds the relative minimum of a two variables function with a deterministic iterative zero order algorithm.
% Pattern search method
% It finds the relative minimum of a two variables function with the Pattern search method.
% The inputs are:
% - f: matlab inline function of the function that you want minimize;
% - p0: initial point for the search algorithm
% - step_size: initial step used for the exploration phase
% - tolerance: it defines a stopping criterion on the minimum size of exploration phase's step_size
% - N_it: it defines a stopping criterion on the max iterations number
% The outpus are:
% - iter: the number of iterations done
% - min: the function's value in the relative minimum finded.
% - p_min: it's a vector for the minimum point of the objective function
%%%% IMPORTANT: %%%%
for a correct work, the function 'pattern_search' must be preceded by a contour plot of the objective function to minimize.
인용 양식
Andrea Cirillo (2024). Pattern search method: deterministic iterative zero order algorithm (https://www.mathworks.com/matlabcentral/fileexchange/30173-pattern-search-method-deterministic-iterative-zero-order-algorithm), MATLAB Central File Exchange. 검색됨 .
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