一、改进型鳟海鞘算法SSALEO
改进型鳟海鞘算法（SSALEO）由Mohammed Qaraad等人于2022年提出。
参考文献：M. Qaraad, S. Amjad, N. K. Hussein, S. Mirjalili, N. B. Halima and M. A. Elhosseini, “Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance Algorithms for Real-World Constrained Optimization Benchmark,” in IEEE Access, vol. 10, pp. 95658-95700, 2022, doi: 10.1109/ACCESS.2022.3202894.
二、SSALEO求解23个测试函数
23个测试函数简介
测试集：23组基本测试函数简介及图像（提供python代码）_IT猿手的博客-CSDN博客
部分代码
from FunInfo import Get_Functions_detailsfrom SSALEO import SSALEOimport matplotlib.pyplot as pltplt.rcParams['font.sans-serif']=['Microsoft YaHei']#主程序function_name =13 #测试函数1-23SearchAgents_no = 50#种群大小Max_iter = 100#迭代次数lb,ub,dim,fobj=Get_Functions_details(function_name)#获取问题信息BestX,BestF,curve = SSALEO(SearchAgents_no, Max_iter,lb,ub,dim,fobj)#问题求解#画收敛曲线图if BestF>0:plt.semilogy(curve,color='r',linewidth=2,label='SSALEO')else:plt.plot(curve,color='r',linewidth=2,label='SSALEO')plt.xlabel("Iteration")plt.ylabel("Fitness")plt.xlim(0,Max_iter)plt.title("F"+str(function_name))plt.legend()plt.savefig(str(function_name)+'.png')plt.show()print('\nThe best solution is:\n'+str(BestX))print('\nThe best optimal value of the objective funciton is:\n'+str(BestF))部分结果
