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ABC

swMATH ID: 10950
Software Authors: Karaboga, Dervis; Basturk, Bahriye
Description: A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm. Swarm intelligence is a research branch that models the population of interacting agents or swarms that are able to self-organize. An ant colony, a flock of birds or an immune system is a typical example of a swarm system. Bees’ swarming around their hive is another example of swarm intelligence. Artificial Bee Colony (ABC) Algorithm is an optimization algorithm based on the intelligent behaviour of honey bee swarm. In this work, ABC algorithm is used for optimizing multivariable functions and the results produced by ABC, Genetic Algorithm (GA), Particle Swarm Algorithm (PSO) and Particle Swarm Inspired Evolutionary Algorithm (PS-EA) have been compared. The results showed that ABC outperforms the other algorithms.
Homepage: http://mf.erciyes.edu.tr/abc/software.htm
Related Software: GSA; GWO; CEC 05; JADE; WOA; CEC 13; Krill herd; WCA; UCI-ml; SSA; SPEA2; LIBSVM; MOEA/D; ALO; Genocop; hABCDE; CMA-ES; CIXL2; KEEL; Particle Swarm Optimizers
Cited in: 258 Publications
Further Publications: http://mf.erciyes.edu.tr/abc/publ.htm
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Cited by 662 Authors

8 Chen, Hanning
8 Liu, Sanyang
6 Gao, Weifeng
6 Zhu, Yunlong
5 García-Gonzalo, Esperanza
5 Zhou, Yongquan
4 Garg, Harish
4 Słota, Damian
4 Wang, Jiesheng
4 Zielonka, Adam
3 Ahrari, Ali
3 Akay, Bahriye
3 Akay, Rustu
3 Alonso Fernández, J. R.
3 Díaz Muñiz, C.
3 Gandomi, Amir Hossein
3 Hetmaniok, Edyta
3 Hu, Kunyuan
3 Huang, Lingling
3 Kang, Fei
3 Karaboga, Dervis
3 Li, Junjie
3 Pourtaheri, Reza
3 Rani, Monica
3 Sharma, S. P.
3 Szeto, Wai Yuen
3 Tavakoli, Masoud
3 Wu, Changzhi
3 Zheng, Yujun
3 Zou, Wenping
2 Abd Elaziz, Mohamed
2 Abdullah, Salwani
2 Alavi, Amir Hossein
2 Alzaqebah, Malek
2 An, Meiqing
2 Atai, Ali Asghar
2 Aydemir, Salih Berkan
2 Balasingham, Ilangko
2 Baştürk, Alper
2 Baykasoglu, Adil
2 Chen, Huiling
2 Chen, Jianyong
2 Chen, Shengyong
2 Chen, Wei
2 Costa, M. Fernanda P.
2 Cui, Laizhong
2 Das, Swagatam
2 Davidović, Tatjana
2 Deng, Yanfang
2 Ewees, Ahmed A.
2 Fei, Feng-Xia
2 Fernandes, Edite M. G. P.
2 Gao, Fei
2 González Suárez, V. M.
2 Guo, Jiansheng
2 Hsieh, Tsung-Jung
2 Ibrahim, Rehab Ali
2 Li, Genghui
2 Li, Steven
2 Liang, Xiaodan
2 Lin, Qiuzhen
2 Liu, Jianjun
2 Lu, Nan
2 Lu, Songfeng
2 Luo, Qifang
2 Mayo Bayón, R.
2 Ouyang, Haibin
2 Pan, Quanke
2 Qi, Yi-Bo
2 Ramljak, Dušan
2 Rocha, Ana Maria A. C.
2 Šelmić, Milica
2 Shariat-Panahi, Masoud
2 Singh, Alok Kumar
2 Song, Jiang-Di
2 Sun, Liling
2 Sundar, Shyam
2 Tang, Jialing
2 Tapkan, Pınar
2 Tawhid, Mohamed Aly
2 Teodorović, Dušan B.
2 Tsai, Hsing-Chih
2 Wang, Donghui
2 Wang, Gaige
2 Wang, Wanliang
2 Wang, Xiangyu
2 Wang, Ying
2 Wang, Zutong
2 Xiang, Wanli
2 Yan, Xiaohui
2 Yan, Zheping
2 Yang, Li
2 Zhang, Jingzhong
2 Zhang, Sen
2 Zhao, Yu
2 Zheng, Mingfa
2 Zou, Dexuan
1 Abazari, Ahmadreza
1 Abbas, Muhammad Mohsin
1 Aderhold, Andrej
...and 562 more Authors
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Cited in 77 Serials

32 Applied Mathematics and Computation
22 Mathematical Problems in Engineering
20 Information Sciences
17 Applied Mathematical Modelling
13 Computers & Operations Research
13 Algorithms
12 Mathematics and Computers in Simulation
11 Discrete Dynamics in Nature and Society
6 European Journal of Operational Research
5 Journal of Computational and Applied Mathematics
4 Computers & Mathematics with Applications
4 Journal of the Franklin Institute
4 Annals of Operations Research
4 Journal of Global Optimization
4 Journal of Industrial and Management Optimization
3 Journal of Applied Mathematics
2 Computer Methods in Applied Mechanics and Engineering
2 Chaos, Solitons and Fractals
2 Computing
2 Journal of Optimization Theory and Applications
2 Computational Optimization and Applications
2 Nonlinear Dynamics
2 Abstract and Applied Analysis
2 Wuhan University Journal of Natural Sciences (WUJNS)
2 Lobachevskii Journal of Mathematics
2 RAIRO. Operations Research
2 Sādhanā
2 Natural Computing
2 Optimization Letters
2 Journal of Optimization
2 International Journal of Systems Science. Principles and Applications of Systems and Integration
1 Discrete Applied Mathematics
1 Information Processing Letters
1 Journal of Mathematical Biology
1 Physica A
1 Physics Reports
1 Journal of Econometrics
1 Kybernetika
1 Meccanica
1 Opsearch
1 Journal of Classification
1 Multidimensional Systems and Signal Processing
1 Neural Computation
1 Japan Journal of Industrial and Applied Mathematics
1 Communications in Statistics. Theory and Methods
1 Journal of Statistical Computation and Simulation
1 Cybernetics and Systems Analysis
1 Filomat
1 Complexity
1 Engineering Analysis with Boundary Elements
1 Journal of Heuristics
1 Soft Computing
1 Journal of Combinatorial Optimization
1 Journal of Scheduling
1 Journal of Applied Statistics
1 Mathematical & Computational Applications
1 Communications in Nonlinear Science and Numerical Simulation
1 Archives of Computational Methods in Engineering
1 Fuzzy Optimization and Decision Making
1 Advances in Difference Equations
1 Networks and Spatial Economics
1 Inverse Problems in Science and Engineering
1 Computational & Mathematical Methods in Medicine
1 Nonlinear Analysis. Hybrid Systems
1 International Journal of Computing Science and Mathematics
1 Operational Research. An International Journal
1 Advances in Mathematical Physics
1 Symmetry
1 Arabian Journal for Science and Engineering
1 Numerical Algebra, Control and Optimization
1 Journal of Theoretical Biology
1 Computer Science Review
1 East Asian Journal on Applied Mathematics
1 Mathematics
1 Journal of Function Spaces
1 International Journal of Applied and Computational Mathematics
1 Open Mathematics

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