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Balanced artificial bee colony algorithm
International Journal of Artificial Intelligence and Soft Computing, 2013Artificial bee colony ABC optimisation algorithm is relatively a recent and simple population-based probabilistic approach for global optimisation over continuous and discrete spaces. It has reportedly outperformed a few evolutionary algorithms EAs and other search heuristics when tested over both benchmark and real world problems.
Jagdish Chand Bansal +3 more
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Artificial bee colony algorithm: a survey
International Journal of Advanced Intelligence Paradigms, 2013In recent years, swarm intelligence has proven its importance for the solution of those problems that cannot be easily dealt with classical mathematical techniques. The foraging behaviour of honey bees produces an intelligent social behaviour and falls in the category of swarm intelligence.
Jagdish Chand Bansal +2 more
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Dynamic clustering with improved binary artificial bee colony algorithm
Applied Soft Computing Journal, 2015 One of the most well-known binary (discrete) versions of the artificial bee colony algorithm is the similarity measure based discrete artificial bee colony, which was first proposed to deal with the uncapacited facility location (UFLP) problem.
Celal ÖZTÜRK +2 more
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A grey artificial bee colony algorithm
Applied Soft Computing, 2017Grey relational analysis is used to decide the relation of closeness of the employed bee with respect to its neighbor.The chosen neighbor individual is employed to guide the evolutionary process.A ...
Wanli Xiang +4 more
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Expedited Artificial Bee Colony Algorithm
2014Artificial Bee Colony (ABC) is one of the latest and emerging swarm intelligence algorithms. Though, there are some areas where ABC works better than other optimization techniques but, the drawbacks like stucking at local optima and preferring exploration at the cost of exploitation, are also associated with it. This paper uses position update equation
Shimpi Singh Jadon +3 more
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Artificial Bee Colony Algorithm
2020This research focused on introduction to the Artificial Bee Colony (ABC) algorithm, the foraging behavior and waggle dance of honeybees while passing information about a given food source to the rest of the bee colony. The mathematical modelling and real-life application of the bee algorithm in fast moving grocery retail outlet was presented, the ...
Modestus O. Okwu, Lagouge K. Tartibu
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An Astute Artificial Bee Colony Algorithm
2017Artificial bee colony (ABC) algorithm is one of the most popular optimization methods for global optimization over real-valued parameters. Though it has been shown very competitive to other natureinspired methods, it suffers from some challenging problems, e.g., slow convergence speed while solving unimodal problems, local optima stagnation (premature ...
Avadh Kishor +2 more
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Artificial Bee Colony Algorithm
, 2014 To diplomsko delo opisuje algoritem umetne kolonije čebel in nekaj njegovih izboljšav. Hkrati opisuje tudi področje inteligence rojev, kamor spada algoritem umetne kolonije čebel in navaja nekaj sorodnih algoritmov.
Pušnik, Nejc
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Diversity Measures in Artificial Bee Colony
2012Artificial Bee Colony (ABC) is a recent swarm intelligence based approach to solve nonlinear and complex optimization problems. Exploration and exploitation are the two important characteristics of the swarm based optimization algorithms. Exploration capability of an algorithm is the capability of exploring the solution space to find the possible ...
Harish Sharma +2 more
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Island artificial bee colony for global optimization
Soft Computing, 2020This paper proposes an efficient version of artificial bee colony (ABC) algorithm based on the island model concepts. The new version is called the island artificial bee colony (iABC) algorithm. It uses the structured population concept by applying the island model to improve the diversification capabilities of ABC.
Mohammed A. Awadallah 0001 +5 more
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