一、红嘴蓝鹊优化器
红嘴蓝鹊优化器(Red-billed Blue Magpie Optimizer,RBMO)由Fu Shengwei 等人于2024年提出,其灵感来自红嘴蓝鹊的高效合作捕食行为,具体模拟了红嘴蓝鹊的搜索、追逐、攻击猎物和食物储存行为。
![](https://img-blog.csdnimg.cn/img_convert/07a5f5264750045c0d260c7064857343.png)
参考文献
[1]Fu, S., Li, K., Huang, H. et al. Red-billed blue magpie optimizer: a novel metaheuristic algorithm for 2D/3D UAV path planning and engineering design problems. Artif Intell Rev 57 , 134 (2024). Red-billed blue magpie optimizer: a novel metaheuristic algorithm for 2D/3D UAV path planning and engineering design problems | Artificial Intelligence Review
二、23个函数介绍
![](https://img-blog.csdnimg.cn/img_convert/229b034da57149f7ba2913db4e478ddd.png)
参考文献:
[1] Yao X, Liu Y, Lin G M. Evolutionary programming made faster[J]. IEEE transactions on evolutionary computation, 1999, 3(2):82-102.
三、部分代码
close all ;
clear
clc
Npop=30;
Function_name='F6'; % Name of the test function that can be from F1 to F23 (
Tmax=300;
[lb,ub,dim,fobj]=Get_Functions_details(Function_name);
[Best_fit,Best_pos,Convergence_curve]=RBMO(Npop,Tmax,lb,ub,dim,fobj);
figure('Position',[100 100 660 290])
%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);
semilogy(Convergence_curve,'Color','r','linewidth',3)
title('Search space')
xlabel('Iteration');
ylabel('Best score obtained so far');
axis tight
grid on
box on
legend('RBMO')
saveas(gca,[Function_name '.jpg']);
display(['The best solution is ', num2str(Best_pos)]);
display(['The best fitness value is ', num2str(Best_fit)]);
四、部分结果
![](https://img-blog.csdnimg.cn/img_convert/619bd2c8e72d950ae8183ad65c57f4ff.jpeg)
![](https://img-blog.csdnimg.cn/img_convert/64bc3a84104e9dbefb84c931c1727917.jpeg)
![](https://img-blog.csdnimg.cn/img_convert/53e0cb4e21ffcc79b983d1ca0f09b4e8.jpeg)
![](https://img-blog.csdnimg.cn/img_convert/b80d90ce00d29f9c4ffa430fad5d6181.jpeg)
![](https://img-blog.csdnimg.cn/img_convert/9533f1ef93a87b6b98ee10b5f30ccf06.jpeg)
![](https://img-blog.csdnimg.cn/img_convert/183c2255333a2fff384d2fca42e4f50e.jpeg)
![](https://img-blog.csdnimg.cn/img_convert/92716598bdffea2f2d96f200d7e48a18.jpeg)
![](https://img-blog.csdnimg.cn/img_convert/4313defb7786d5a1ec6f816613aebef7.jpeg)