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Fully informed artificial bee colony algorithm
Journal of Experimental & Theoretical Artificial Intelligence, 2015The Gbest-guided artificial bee colony (GABC) algorithm is a latest swarm intelligence-based approach to solve optimisation problem. In GABC, the individuals update their respective positions by drawing inspiration from the global best solution available in the current swarm.
Kavita Sharma, P.C. Gupta, Harish Sharma
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A new global best guided artificial bee colony algorithm with application in robot path planning
Applied Soft Computing, 2020Artificial bee colony has received much attention in recent years as a competitive population-based optimization algorithm. However, its slow convergence speed and one-dimensional search strategy limit it from demonstrating advantage in separable ...
Feiyi Xu +6 more
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Arrhenius Artificial Bee Colony Algorithm
2018The foraging behavior of real honey bees inspired D. Karaboga to develop an algorithm, namely Artificial Bee Colony (ABC) Algorithm. The ABC performs well in comparison to other swarm-based algorithms but has few drawbacks also. Similar to other stochastic techniques, the step size during the position update play a very imperative part in the potential
Sandeep Kumar +2 more
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An Improved Artificial Bee Colony Algorithm
2010 2nd International Workshop on Intelligent Systems and Applications, 2010Artificial bee colony (ABC) algorithm is one of the most recently proposed swarm intelligence algorithms for global optimization. It performs well in most cases; however, there still exist some problems it cannot solve very well. This paper presents a novel hybrid Hooke Jeeves ABC (HJABC) algorithm with intensification search based on the Hooke Jeeves ...
Fei Kang +4 more
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A Novel Artificial Bee Colony Algorithm
2014 Sixth International Conference on Intelligent Human-Machine Systems and Cybernetics, 2014Artificial bee colony algorithm is a new population-based evolutionary method based on the intelligent behavior of honey bee swarm. It has shown more effective than other biological-inspired algorithms. However, there are still insufficiencies in ABC algorithm, which is good at exploration but poor at exploitation and its convergence speed is also an ...
Yujang Yi, Renjie He
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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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An improved artificial bee colony algorithm
2011 3rd International Conference on Computer Research and Development, 2011The Artificial Bee Colony (ABC) algorithm is a new swarm optimization algorithm with good numerical optimization results. This paper presents an improved algorithm called fast mutation artificial bee colony algorithm or FMABC. During choosing food sources, the onlookers use the pheromone and the sensitivity model in Free Search algorithm to replace the
null Xiaojun Bi, null Yanjiao Wang
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IEEE transactions on power electronics, 2020
Photovoltaic (PV) systems operating in the outdoor environment are vulnerable to various factors, especially dust impact. Abnormal operations lead to massive power losses, and severe faults as short circuit may cause safety problems and fire hazards ...
Jun-Ming Huang, R. Wai, Gengjie Yang
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Photovoltaic (PV) systems operating in the outdoor environment are vulnerable to various factors, especially dust impact. Abnormal operations lead to massive power losses, and severe faults as short circuit may cause safety problems and fire hazards ...
Jun-Ming Huang, R. Wai, Gengjie Yang
semanticscholar +1 more source
IEEE transactions on industry applications, 2021
The aim of this article is to explore various operating situations of a microgrid based on master–slave control and the self-healing of the microgrid after fault detection.
Ming-Tse Kuo
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The aim of this article is to explore various operating situations of a microgrid based on master–slave control and the self-healing of the microgrid after fault detection.
Ming-Tse Kuo
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A modified artificial bee colony algorithm
Computers & Operations Research, 2012zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Gao, Wei-Feng, Liu, San-Yang
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