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: GWO; ABC; GSA; WOA; SSA; CEC 13; UCI-ml; JADE; CEC 05; MOEA/D; AOA; ALO; CMA-ES; AHA; qpHPSC; MuShROOM; Muriqui; Honey badger algorithm; Aquila optimizer; MOMPA Cited in: 50 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year Krill herd: A new bio-inspired optimization algorithm. Zbl 1266.65092Gandomi, Amir Hossein; Alavi, Amir Hossein 2012 all top 5 Cited by 165 Authors 5 Gandomi, Amir Hossein 4 Wang, Gaige 3 Alavi, Amir Hossein 3 Stasinakis, Charalampos 2 Mirjalili, SeyedAli 2 Sermpinis, Georgios 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 Babayan, Narek 1 Benedict, Antony 1 Benmamoun, Zoubida 1 Bhunia, Asoke Kumar 1 Bonilla-Petriciolet, Adrián 1 Cai, Yingxue 1 Cai, Zhaoquan 1 Casas, Walter Jesus Paucar 1 Chandran, Karthik 1 Chen, Jia 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 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 Guan, Xinping 1 Guo, Lihong 1 Hachimi, Hanaa 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, Gang 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 Khaksar, Mehrdad 1 Khalil, Ahmed M. E. 1 Kingni, Sifeu Takougang 1 Kukal, Jaromir 1 Kumar, Rajesh S. 1 Latifi, Mohsen 1 Li, Jinyan 1 Li, Junpeng 1 Li, Keqin 1 Li, Liangliang 1 Li, Qin 1 Li, Shuangqian 1 Li, Shurong 1 Li, Xia 1 Li, Xin 1 Li, Zhiyong 1 Lin, Junhong 1 Liu, Bo 1 Liu, Guoqi 1 Liu, Jianping 1 Liu, Sanyang 1 Liu, Shangwang 1 Liu, Zhe 1 Luo, Fei 1 Luo, Qifang 1 Ma, Hongjiao 1 Mao, Wentao 1 Mashwani, Wali Khan 1 Mikyška, jiří 1 Mondal, Rajan 1 Nadimi-Shahraki, Mohammad H. ...and 65 more Authors all top 5 Cited in 28 Serials 5 Algorithms 4 Applied Mathematical Modelling 3 Computer Methods in Applied Mechanics and Engineering 3 Communications in Nonlinear Science and Numerical Simulation 2 Journal of the Franklin Institute 2 Information Sciences 2 Mathematics and Computers in Simulation 2 Annals of Operations Research 2 European Journal of Operational Research 2 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 2 Mathematical Problems in Engineering 2 Arabian Journal for Science and Engineering 2 Mathematics 1 Applied Mathematics and Computation 1 Journal of Classification 1 Computers & Operations Research 1 Automation and Remote Control 1 Abstract and Applied Analysis 1 Soft Computing 1 Optimization and Engineering 1 Lobachevskii Journal of Mathematics 1 Quantitative Finance 1 Sādhanā 1 Hacettepe Journal of Mathematics and Statistics 1 Discrete and Continuous Dynamical Systems. Series S 1 Journal of Control Science and Engineering 1 Journal of Optimization 1 International Journal of Systems Science. Principles and Applications of Systems and Integration all top 5 Cited in 12 Fields 45 Operations research, mathematical programming (90-XX) 12 Computer science (68-XX) 4 Statistics (62-XX) 4 Numerical analysis (65-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Systems theory; control (93-XX) 2 Ordinary differential equations (34-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Biology and other natural sciences (92-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Geophysics (86-XX) Citations by Year