and artificial bee colony algorithm
Optimization of power systems through an artificial bee colony algorithm
... the artificial bee colony optimization algorithm in a 15-node IEEE power system set at ...the artificial bee colony algorithm which was developed in ...the ...
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Artificial Bee Colony algorithm using Structured Swarm
... the Artificial Bee Colony algorithm are introduced and applied for e ffi ciently solving real-parameter optimization problems by Bahriye Akay and Dervis Karaboga in 2010[1] by applying two ...
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Artificial Bee Colony Algorithm for Optimizaion in Data Science
... increase. Artificial Bee Colony algorithm is a part of Swarm ...ABC algorithm is used to overcome limitations of ant colony ...ant colony initialization will be repeat ...
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Improved Artificial Bee Colony Algorithm for Continuous Optimization Problems
... Since invention of ABC 2005, studies on ABC in the literature have increased significantly. The ABC was used for designing of digital IRR filters by Karaboga [7], Singh used it for leaf-constrained minimum spanning tree ...
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New Local Search Strategy in Artificial Bee Colony Algorithm
... that bee searches around the best solution of the preceding iteration to increase the ...in artificial bee colony ...in Artificial Bee Colony ...
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Differential Artificial Bee Colony Algorithm for Global Numerical Optimization
... The Artificial Bee Colony (ABC) algorithm is a new swarm intelligence technique inspired by intelligent foraging behavior of honey ...ABC algorithm mimicking the foraging behavior of ...
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An Improved Memetic Search in Artificial Bee Colony Algorithm
... Artificial bee colony (ABC) optimization algorithm introduced by Dervis Karaboga [6] is am up to date accumulation in this ...ABC algorithm is inspired by the intelligent social ...
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Analysing convergence, consistency and trajectory of Artificial Bee Colony Algorithm
... (PSO) algorithm [23] taking inspiration from birds flocking, Artificial Bee Colony (ABC) optimization algorithm [21] inspired by foraging behaviour of honey bees, Gravitational Search ...
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Optimizing the Path Traversed using Artificial Bee Colony Algorithm
... Artificial Bee Colony Algorithm (ABC) is motivated by the intelligent behaviour of the ...bees. Colony size and maximum cycle number are examples of common control ...the ...
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ARTIFICIAL BEE COLONY ALGORITHM FOR LOCALIZATION IN WIRELESS SENSOR NETWORKS
... MAP-ABC algorithm minimizes the localization error better than ...with Artificial Bee Colony algorithm (MAP-ABC-SA) so as to reduce the localization error further and the localization ...
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An Efficient Artificial Bee Colony Algorithm for Constrained Optimization Problems
... Abstract: Artificial Bee Colony (ABC) algorithm is a relatively new swarm intelligence algorithm which has shown a competitive performance with respect to other population-based ...ABC ...
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Centroid Based Localization Utilizing Artificial Bee Colony Algorithm
... improved algorithm extremely depends upon the optimization of these weights which is a tedious ...centroid algorithm for the estimation of position of unknown sensor ...The algorithm is simple to ...
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Data feature selection based on Artificial Bee Colony algorithm
... ABC algorithm obtained superior results (eight out ten tested data sets) when compared to other ...proposed algorithm used only one feature; however, despite this fact, its accuracy was compatible to the ...
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A modified scout bee for artificial bee colony algorithm and its performance on optimization problems
... ABC-ROC algorithm is significantly better than ABC for another five test functions (Ackley, Branin, Dixon-Price, Schaffer and ...the algorithm to escape local optimum in early cycles and the parameter maxFlag ...
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Reconstruction of Arabic font using Artificial Bee Colony algorithm
... Genetic algorithm (GA) is one of the Evolutionary algorithms that has been used to solve curve fitting problems (Sarfraz, Irshad, and Hussain, 2013), (Barkeshli, Mokhtari, and Amiri, ...(DE) algorithm as ...
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A Novel Hybrid Crossover based Artificial Bee Colony Algorithm for Optimization Problem
... The original model proposed by D. Karaboga [7] is composed of three major elements: employed and unemployed foragers, and food sources. The employed bees are ally with an appropriate food source. Employed bees have ...
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Base Station Localization using Artificial Bee Colony Algorithm
... optimization. Artificial Bee Colony (ABC) algorithm is a meta- heuristic search algorithm and is investigated, in this paper, to localize BTSs so as to cover maximum number of ...
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An improved artificial bee colony algorithm for training multilayer perceptron in time series prediction
... ANN techniques have been focused by many investigators to explore their potential as a tool for simulation of the performance of systems that are managed by nonlinear large multivariate data and generally unknown ...
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Artificial bee colony algorithm with time varying strategy
... ABC algorithm is easy to tune with few parameters but lacks effective and efficient ways to control the exploration ability and exploitation ...ABC algorithm, we added a new ...
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A New Parameter Estimation Method For Software Reliability Model Based On Abc
... parameters. Artificial bee colony algorithm (ABC) is a kind of stochastic optimization method which is suitable for solving nonlinear function; it has the characteristics of few control ...
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