13种2023年智能算法进行PK,免费获取matlab代码

本文介绍了2023年提出的13种智能算法,包括GRO、SAO等,在CEC2005和CEC2022函数集上的性能展示,并提供了完整代码的获取方式。此外,还提及了原创改进优化算法及其原理介绍。

本期推出13种2023年智能算法进行PK,在CEC2005和CEC2022函数集进行测试。文末有代码获取方式

13种算法都是2023年提出的,分别为:

淘金优化器(GRO),雪消融优化器(SAO),霜冰优化算法(RIME),减法优化器(SABO),切诺贝利灾难优化器(CDO),逻辑优化算法(ILA),小龙虾优化算法(COA),长城建造算法(GWCA),几何平均优化器(GMO),海象优化算法(WOA),貉藻优化算法(WWPA),光学显微镜算法(OMA),高尔夫优化算法(GOA)

在CEC2005函数集上的结果展示:

f140bc96302df1f6355a1e63416addb9.png

0beb45c5948d3ac31ccca503b46e0a99.png

08830944588c75d5d0bc4dd58fe5e8b1.png

31aba900b7ab4d718e5491e3351b6481.png

1fd46a79a95ecb142d3661cde8727c57.png

在CEC2022函数集上的结果展示:

90eb4fd1fa3b8b6197dca97db426932b.png

8e0d4611377b366a8639b87a24da750d.png

ddc4d74a82e9db453600d2a02768b1ad.png

d38b34ecceeee8aa4ad102ae3bdc3093.png

c507cad20ee749ca2073c22c61713dc2.png

2023智能算法合集代码免费获取方式

完整代码免费获取方式:后台回复关键字,不区分大小写。关键字:

大比拼

另附上独家原创改进优化算法全家桶,每一篇都有对应的原理介绍!

https://mbd.pub/o/bread/mbd-ZJ2XmJ5w

点击底部阅读原文也可跳转链接。

参考文献:

[1]Abdelaziz,A.A.;Towfek,S.K.; Khodadadi,N.;Alhussan,A.A.; Khafaga,D.S.;Eid,M.M.; lbrahim,A. Waterwheel Plant Algorithm: A Novel MetaheuristicOptimizationMethod.Processes 2023,11,1502.https://doi.org/10.3390/pr11051502.

[2]K. Zolfi. Gold rush optimizer: A new population-based metaheuristic algorithm. Operations Research and Decisions 2023: 33(1), 113-150. DOI 10.37190/ord230108.

[3]Lingyun Deng, Sanyang Liu. Snow ablation optimizer: A novel metaheuristic technique for numerical optimization and engineering design,Expert Systems with Applications,Volume 225,2023.

[4]Hang Su, Dong Zhao, Ali Asghar Heidari, Lei Liu, Xiaoqin Zhang, Majdi Mafarja, Huiling Chen,RIME: A physics-based optimization,Neurocomputing,ELSEVIER- 2023.

[5]Mirrashid, M.; Naderpour, H. Incomprehensible but Intelligible-in-time logics: Theory and optimization algorithm. Knowl.-Based Syst. 2023, 264, 110305

[6]H. Shehadeh.Chernobyl Disaster Optimizer (CDO): A Novel Metaheuristic Method for Global Optimization, Neural Computing and Applications. DOI: https://dx.doi.org/10.1007/s00521-023-08261-1

[7]Jia, H., Rao, H., Wen, C. et al. Crayfish optimization algorithm. Artif Intell Rev (2023). https://doi.org/10.1007/s10462-023-10567-4.

[8] Ziyu Guan, Changjiang Ren, Jingtai Niu, Peixi Wang, Yizi Shang,Great Wall Construction Algorithm: A novel meta-heuristic algorithm for engineer problems,Expert Systems with Applications,Volume 233,2023,120905,ISSN 0957-4174

[9]Montazeri, Z.; Niknam, T.; Aghaei, J.; Malik, O.P.; Dehghani, M.; Dhiman, G. Golf Optimization Algorithm: A New Game-Based Metaheuristic Algorithm and Its Application to Energy Commitment Problem Considering Resilience. Biomimetics 2023,8,386.https://doi.org/10.3390/biomimetics8050386.

[10] Pavel Trojovský, Mohammad Dehghani. Walrus Optimization Algorithm: A New Bio-Inspired Metaheuristic Algorithm, 24 October 2022, PREPRINT (Version 1) available at Research Square [https://doi.org/10.21203/rs.3.rs-2174098/v1].

[11]Abdelaziz, A.A.;Towfek, S.K.; Khodadadi, N.;Alhussan, A.A.; Khafaga, D.S.;Eid, M.M.; Ibrahim, A. Waterwheel Plant Algorithm: A Novel Metaheuristic Optimization Method. Processes 2023, 11, 1502. https://doi.org/10.3390/pr11051502.

[12]Cheng, M. Y., & Sholeh, M. N. (2023). Optical microscope algorithm: a new metaheuristic inspired by microscope magnification for solving engineering optimization problems. Knowledge-Based Systems. DOI: https://doi.org/10.1016/j.knosys.2023.110939

[13]K. Zolfi. Gold rush optimizer: A new population-based metaheuristic algorithm. Operations Research and Decisions 2023: 33(1), 113-150. DOI 10.37190/ord230108

评论
成就一亿技术人!
拼手气红包6.0元
还能输入1000个字符
 
红包 添加红包
表情包 插入表情
 条评论被折叠 查看
添加红包

请填写红包祝福语或标题

红包个数最小为10个

红包金额最低5元

当前余额3.43前往充值 >
需支付:10.00
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包

打赏作者

淘个代码_

不想刀我的可以选择爱我

¥1 ¥2 ¥4 ¥6 ¥10 ¥20
扫码支付:¥1
获取中
扫码支付

您的余额不足,请更换扫码支付或充值

打赏作者

实付
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明:

1.余额是钱包充值的虚拟货币,按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载,可以购买VIP、付费专栏及课程。

余额充值