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Engineering applications of artificial intelligence, 2023
Serap Ercan Comert, Harun Resit Yazgan
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Serap Ercan Comert, Harun Resit Yazgan
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Elitism based artificial bee colony algorithm
2017 International Conference on Computing, Communication and Automation (ICCCA), 2017Artificial bee colony (ABC) algorithm is one of the efficient meta-heuristic optimization algorithm, based on bee behavior for food searching. In order to improve the exploitation ability of ABC algorithm, an elitism based exploitation strategy is incorporated in ABC and the proposed variant is named as Elitism Based ABC Algorithm (EbABC).
Ankita Rajawat +2 more
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Artificial Bee Colony Algorithm Based on Information Learning
IEEE Transactions on Cybernetics, 2015Inspired by the fact that the division of labor and cooperation play extremely important roles in the human history development, this paper develops a novel artificial bee colony algorithm based on information learning (ILABC, for short). In ILABC, at each generation, the whole population is divided into several subpopulations by the clustering ...
Wei-Feng, Gao +3 more
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Engineering applications of artificial intelligence, 2022
Ebubekir Kaya +3 more
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Ebubekir Kaya +3 more
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Improved Discrete Artificial Bee Colony Algorithm
2020Grain is an important economic and strategic material of the country. In grain transportation, it is necessary to consider the running time, vehicle number, path length and other factors at the same time, which is a typical multi-objective problem, but also a NP-Hard problem.
Wanying Liang +5 more
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Parallel artificial bee colony (PABC) algorithm
2009 World Congress on Nature & Biologically Inspired Computing (NaBIC), 2009The artificial bee colony (ABC) algorithm is a metaheuristic algorithm for numerical optimization. It is based on the intelligent foraging behavior of honey bees. This paper presents a parallel version of the algorithm for shared memory architectures. The entire colony of bees is divided equally among the available processors.
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Lbest Gbest Artificial Bee Colony algorithm
2016 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2016Artificial Bee Colony (ABC) algorithm is the most popular add-on to class of swarm intelligence based meta-heuristic which is evolved to resolve the complex real world optimization problems. Most of the swarm intelligence based algorithms face the problem of stagnation, and premature convergence and ABC is not an exception.
Harish Sharma +2 more
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A comparative study of Artificial Bee Colony algorithm
Applied Mathematics and Computation, 2009D. Karaboğa, B. Akay
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