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⛄ 内容介绍
【棕熊优化算法】基于棕熊优化算法求解单目标优化问题附matlab代码
⛄ 部分代码
clear all
close all
clc
N=30; % Number of search agents
Function_name='F3'; % Name of the test function
Max_iter=100; % Maximum number of iterations
% Load details of the selected benchmark function
[lb,ub,dim,fobj]=Get_Functions_details(Function_name);
[gBestScore,gBest,Convergence_curve]=BOA(N,Max_iter,lb,ub,dim,fobj);
display(['The best location of BOA is: ', num2str(gBest)]);
display(['The best fitness of BOA is: ', num2str(gBestScore)]);
figure('Position',[269 240 660 290])
%Draw search space
subplot(1,2,1);
func_plot(Function_name);
title('Parameter space')
xlabel('x_1');
ylabel('x_2');
zlabel([Function_name,'( x_1 , x_2 )'])
%Draw objective space
subplot(1,2,2);
plot(Convergence_curve,'Color','r','linewidth',1.5)
title('Objective space')
xlabel('Iteration');
ylabel('Best score obtained so far');
axis tight
grid on
box on
legend('BOA')
⛄ 运行结果
⛄ 参考文献
Tapan Prakash, Praveen Prakash Singh, Vinay Pratap Singh, and Sri Niwas Singh. "A Novel Brown-bear Optimization Algorithm for Solving Economic Dispatch Problem." In Advanced Control & Optimization Paradigms for Energy System Operation and Management, pp164. River Publishers, 2023.
