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Krill herd

swMATH ID: 25670
Software Authors: Gandomi, Amir Hossein; Alavi, Amir Hossein
Description: Krill herd: A new bio-inspired optimization algorithm. A novel biologically-inspired algorithm, namely krill herd (KH) is proposed for solving optimization tasks. The KH algorithm is based on the simulation of the herding behavior of krill individuals. The minimum distances of each individual krill from food and from highest density of the herd are considered as the objective function for the krill movement. The time-dependent position of the krill individuals is formulated by three main factors: (i) movement induced by the presence of other individuals (ii) foraging activity, and (iii) random diffusion. For more precise modeling of the krill behavior, two adaptive genetic operators are added to the algorithm. The proposed method is verified using several benchmark problems commonly used in the area of optimization. Further, the KH algorithm is compared with eight well-known methods in the literature. The KH algorithm is capable of efficiently solving a wide range of benchmark optimization problems and outperforms the exciting algorithms.
Homepage: https://www.sciencedirect.com/science/article/pii/S1007570412002171
Keywords: krill herd; biologically-inspired algorithm; optimization; metaheuristic; benchmarking; numerical examples
Related Software: ABC; GWO; WOA; GSA; SSA; GOA; CEC 13; AOA; ALO; JADE; CEC 05; Aquila optimizer; AHA; Honey badger algorithm; WCA; CMA-ES; UCI-ml; MPA; MOEA/D; CBO
Cited in: 60 Documents
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Cited by 194 Authors

5 Gandomi, Amir Hossein
4 Wang, Gaige
3 Alavi, Amir Hossein
3 Stasinakis, Charalampos
2 Dai, Cai
2 Guo, Min
2 Hu, Gang
2 Mirjalili, SeyedAli
2 Sermpinis, Georgios
2 Wang, Kaiguang
2 Wei, Guo
2 Zhong, Jingyu
2 Zhou, Yongquan
1 Abbassi, Rabeh
1 Abd Elaziz, Mohamed
1 Abualigah, Laith
1 Alimoradi, Mahmoud
1 Alvarez, María Jesus
1 Amine, Aouatif
1 Archana, N.
1 Asghari, Ali
1 Azgomi, Hossein
1 Azrar, Lahcen
1 Babayan, Narek
1 Belkourchia, Yassin
1 Benedict, Antony
1 Benmamoun, Zoubida
1 Bhunia, Asoke Kumar
1 Bonilla-Petriciolet, Adrián
1 Bosman, Peter A. N.
1 Cai, Yingxue
1 Cai, Zhaoquan
1 Casas, Walter Jesus Paucar
1 Chandran, Karthik
1 Chang, Ching-Ter
1 Chen, Jia
1 Chen, Rui
1 Chen, Weile
1 Da Silva Fernandes, Filipa
1 Darwish, Ashraf A.
1 Das, Subhajit
1 Deb, Suash
1 Diabat, Ali H.
1 Dong, Junyu
1 Du, Bo
1 Duan, Hong
1 Elkettani, Youssfi
1 Elkhechafi, Mariam
1 Engelbrecht, Andries Petrus
1 Es-Sadek, Mohamed Zeriab
1 Eshghi, Kourosh
1 Fadel Miguel, Letícia Fleck
1 Fan, Rui
1 Fateen, Seif-Eddeen K.
1 Fathi, Masood
1 Feng, Quanxi
1 Feng, Xiang
1 Fong, Simon James
1 Fu, Zihao
1 Gaiardo Fossati, Giovani
1 Goodarzimehr, Vahid
1 Guan, Xinping
1 Guo, Lihong
1 Hachimi, Hanaa
1 Hamzehei-Javaran, Saleh
1 Hanne, Thomas
1 Hassani Mehraban, Farhad
1 Hassanien, Aboul Ella
1 Hassanniakalager, Arman
1 He, Hengjing
1 He, Shaobo
1 Hodashinsky, I. A.
1 Hu, Hui
1 Hu, Song
1 Hua, Changchun
1 Huang, Qiujun
1 Huang, Sibo
1 Husseinzadeh Kashan, Ali
1 Jafari, Sajad
1 Jerbi, Houssem
1 Jian, Muwei
1 Jiang, Yun
1 Jin, Ye
1 Karane, M. M. S.
1 Kaveh, Mehrdad
1 Khaksar, Mehrdad
1 Khalil, Ahmed M. E.
1 Kingni, Sifeu Takougang
1 Kong, Min
1 Kukal, Jaromir
1 Kumar, Rajesh
1 Latifi, Mohsen
1 Lewis, Andrew
1 Li, Jinyan
1 Li, Junpeng
1 Li, Keqin
1 Li, Liangliang
1 Li, Qin
1 Li, Shuangqian
1 Li, Shurong
...and 94 more Authors

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