%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Zebra Optimization Algorithm: A New Bio-inspired Optimization Algorithm for Solving Optimization Algorithm
% IEEE access
% Eva Trojovská1, Mohammad Dehghani1, and Pavel Trojovský1*
% 1Department of Mathematics, Faculty of Science, University of Hradec Králové, 50003 Hradec Králové, Czech Republic
" Optimizer"
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
ZOA is simulated in MATLAB software environment. In order to implement ZOA on optimizing F1 to F23 functions, follow the instructions below:
1- The "main.m" file is the main implementation code that call the information of the objective functions (including: number of variables, upper and lower band of variables, and mathematical formula of the objective function). This code then puts the objective function information as the input of the ZOA optimizer to determine its optimal solution.
2- The "fun_info.m" file determines the information of the objective function and provides it to the main program.
3- "ZOA.m" file is a proposed algorithm that implements ZOA steps on optimization of objective functions and publishes the optimal solution in the output.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
In order to implement the proposed ZOA algorithm in solving other optimization problems, dear researchers should put the optimization problem information in "fun_info.m". This includes the following information:
The number of variables, the upper and lower band of variables, and the mathematical formula of the objective function.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
没有合适的资源?快使用搜索试试~ 我知道了~
【BP回归预测】斑马算法优化BP神经网络ZOA-BP光伏数据预测(多输入单输出)【含Matlab源码 5142期】.zip
共19个文件
m:9个
txt:3个
png:3个
1.该资源内容由用户上传,如若侵权请联系客服进行举报
2.虚拟产品一经售出概不退款(资源遇到问题,请及时私信上传者)
2.虚拟产品一经售出概不退款(资源遇到问题,请及时私信上传者)
版权申诉
0 下载量 161 浏览量
2024-07-17
22:16:09
上传
评论
收藏 297KB ZIP 举报
温馨提示
CSDN海神之光上传的全部代码均可运行,亲测可用,直接换数据就行,适合小白; 1、代码压缩包内容 主函数:Main .m; 数据; 调用函数:其他m文件;无需运行 运行结果效果图; 2、代码运行版本 Matlab 2019b;若运行有误,根据提示修改;若不会,可私信博主; 3、运行操作步骤 步骤一:将所有文件放到Matlab的当前文件夹中; 步骤二:双击打开除Main.m的其他m文件; 步骤三:点击运行,等程序运行完得到结果; 4、仿真咨询 如需其他服务,可私信博主或扫描博主博客文章底部QQ名片; 4.1 CSDN博客或资源的完整代码提供 4.2 期刊或参考文献复现 4.3 Matlab程序定制 4.4 科研合作 智能优化算法优化BP神经网络分类预测系列程序定制或科研合作方向: 4.4.1 遗传算法GA/蚁群算法ACO优化BP 4.4.2 粒子群算法PSO/蛙跳算法SFLA优化BP 4.4.3 灰狼算法GWO/狼群算法WPA优化BP 4.4.4 鲸鱼算法WOA/麻雀算法SSA优化BP 4.4.5 萤火虫算法FA/差分算法DE优化BP 4.4.6 其他优化算法优化BP
资源推荐
资源详情
资源评论
收起资源包目录
【BP回归预测】基于matlab斑马算法优化BP神经网络ZOA-BP光伏数据预测(多输入单输出)【含Matlab源码 5142期】.zip (19个子文件)
【BP回归预测】基于matlab斑马算法优化BP神经网络ZOA-BP光伏数据预测(多输入单输出)【含Matlab源码 5142期】
initialization.m 2KB
funBP.m 2KB
3.png 51KB
fun_info.m 7KB
说明.txt 854B
main.m 2KB
数据集.xlsx 14KB
1.png 22KB
Readme.txt 3KB
Get_Functions_details.m 6KB
使用说明.txt 123B
onlyBP.m 1KB
func_plot.m 2KB
fun.m 1KB
data.xlsx 43KB
ZOA.m 3KB
3.jpg 37KB
data.mat 45KB
2.png 83KB
共 19 条
- 1
资源评论
海神之光
- 粉丝: 5w+
- 资源: 5765
上传资源 快速赚钱
- 我的内容管理 展开
- 我的资源 快来上传第一个资源
- 我的收益 登录查看自己的收益
- 我的积分 登录查看自己的积分
- 我的C币 登录后查看C币余额
- 我的收藏
- 我的下载
- 下载帮助
最新资源
资源上传下载、课程学习等过程中有任何疑问或建议,欢迎提出宝贵意见哦~我们会及时处理!
点击此处反馈
安全验证
文档复制为VIP权益,开通VIP直接复制
信息提交成功