Improved artificial bee colony algorithm
Witryna4 kwi 2024 · In this paper, a method that combined an improved adaptive artificial bee colony (IAABC) algorithm and BP-ANN algorithm was proposed. This method improved the ABC algorithm by adding an adaptive local search factor and mutation factor; meanwhile, it can enhance the abilities of the global optimization and local … WitrynaArtificial bee colony (ABC) algorithm is a relatively new biologically-inspired optimization algorithm. According to its solution search equation, it can be se. ... An …
Improved artificial bee colony algorithm
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WitrynaAn improved artificial bee colony algorithm with modified-neighborhood-based update operator and independent-inheriting-search strategy for global optimization [J]. Fuli … Witryna4 sie 2024 · An Improved Artificial Bee Colony Algorithm for Model-Free Active Noise Control: Algorithm and Implementation Abstract: Active noise control (ANC) usually …
Witryna1 cze 2024 · In order to improve the performance of artificial bee colony (ABC) algorithm, a novel ABC algorithm based on self-adaptive Tent chaos search which is combined with Tent chaos algorithm... Witryna21 gru 2013 · In order to get the optimal performance of controller and improve the design efficiency, artificial bee colony (ABC) algorithm as a metaheuristic approach …
Witryna15 gru 2016 · Artificial bee colony (ABC) algorithm is a population-based meta-heuristic proposed by Karaboga (Akay and Karaboga, 2012, Karaboga and Akay, 2009). ABC is inspired from the foraging behavior of a bee colony. There are three kinds of bees, namely, employed bees, onlooker bees and scout bees in ABC algorithm. Witryna16 lis 2024 · An Improved Artificial Bee Colony Algorithm With -Learning for Solving Permutation Flow-Shop Scheduling Problems Abstract: A permutation flow-shop …
Witryna26 mar 2015 · The artificial bee colony algorithm is a novel heuristic algorithm inspired by the behavior of honeybee swarms searching for food sources, and the process of searching for an optimal solution simulates the behavior of honeybee swarms foraging for food sources with a maximum nectar amount.
Witryna20 lip 2024 · An Energy Efficient Routing Protocol Based on Improved Artificial Bee Colony Algorithm for Wireless Sensor Networks Abstract: Clustering sensor nodes is an effective method in designing routing algorithms for Wireless Sensor Networks (WSNs), which improves network lifetime and energy efficiency. chuck raucci phoenix lightingWitrynaThe aim of this study is to enhance the classification performance of the back-propagation-artificial neural network (BP-ANN) algorithm for NaCl, NaOH, β-phenylethylamine (PEA), and their mixture, as well as to avoid the defects of the artificial bee colony (ABC) algorithm such as prematurity and local optimization. In this … chuck ravenscraftWitryna12 lip 2016 · An improved artificial bee colony algorithm for range image registration Abstract: Range image registration is an attractive topic in image processing field. It … chuck raup hersheyWitrynaAn improved Artificial Bee Colony (ABC) algorithm was proposed, in order to improve the shortcomings of fast convergence early and easily being caught in local optimum; … chuck rathbunWitrynaSpecifically, an artificial bee colony algorithm, which is based on RBF radial basis neural network trained with random gradient method, is designed. Simulation results show that the proposed algorithm solves the contradiction between power consumption and real-timeliness effectively. chuck ratedWitryna14 paź 2024 · Abstract: By analyzing the research status of artificial bee colony algorithm and robot path planning, an improved artificial bee colony algorithm is proposed in this paper. Firstly, this paper elaborates the robot movement map environment modeling. chuck ratz longville mnWitryna8 cze 2024 · In order to improve the optimized accuracy and enhance the ability to escape the local optimum, and improve the convergence speed of the algorithm, this … desktop background for all users