Artificial Bee Colony Optimization
Speed Control of DC Motor Using Artificial Bee Colony Optimization Technique
... Optimization is best among the all methods which are used for tuning the parameter of PID controller for which settling time and rise is found to be less. The conventional controllers however are not recommended ...
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Stability Analysis of Artificial Bee Colony Optimization Algorithm
... better optimization results ...dimension, colony size, region scaling and effect of limit or abondment counter (AC) on the ABC algorithm has already been discussed in ...the Artificial Bee ...
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A Review of SLA Constraints and Scheduling Methods and Behaviour
... (Artificial Bee Colony) optimization to achieve the constraint specific feature map to reduce the confliction and to provide the better feature map with cloud ...the optimization to the ...
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Optimization of power systems through an artificial bee colony algorithm
... of optimization methods in the different processes involved in an electric power system in the search for energetic efficiency has generated satisfying results in the reduction of energy consumption, technical ...
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Title: An Exploration on Graph Coloring Behaviour and Methods
... the optimization algorithms in integrated form to generate the effective colorization ...(Artificial Bee Colony) optimization algorithm to provide the graph coloring ...The ...
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COMPARATIVE ANALYSIS OF MODERN OPTIMIZATION TECHNIQUES TO REDUCE OVERALL GENERATION COST FOR THERMAL GENERATING SYSTEMS
... [8] D. Karaboga and B. Akay. “Artificial bee colony algorithm on training artificial neural networks”, In Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th, pages ...
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A modified scout bee for artificial bee colony algorithm and its performance on optimization problems
... colony of artificial bees consists of three groups namely employed, onlooker and scout. A food source position repre- sents a possible solution to the problem that is to be optimized and the nectar of a food source ...
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IMPLEMENTATION OF PARALLEL ARTIFICIAL BEE COLONY ALGORITHM ON VEHICLE ROUTING PROBLEM
... Artificial Bee Colony algorithm (ABC) was initially published by Karaboga in 2005 as a technical report for numerical optimization ...their colony and its performance was initially ...
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An improved artificial bee colony algorithm for training multilayer perceptron in time series prediction
... There are different techniques uses for finding optimal weight values such as BP, and modified version of BP (Nazri et al., 2010), Gradient Descent (Baldi, 1995; Yu & Chen, 1997), Differential Evaluation (DE) (Slowik ...
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A comprehensive review of swarm optimization algorithms
... Ant Colony Optimization (ACO), Particle Swarm Optimization (PSO), Differential Evolution (DE), Artificial Bee Colony (ABC), Glow- worm Swarm Optimization (GSO), and Cuckoo ...
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An Effective Hybrid Butterfly Optimization Algorithm with Artificial Bee Colony for Numerical Optimization
... hybridized optimization algorithms in order to increase performance of algorithms in terms of solution ...Based Optimization (BBO) algorithm ...hybrid optimization method named hybrid evolutionary FA ...
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Optimization of Suitable Propagation Model for Mobile Communication in Different Area
... In this paper, we analyze the performance achievable with intermediate techniques, between purely empirical models and real measure established from the field of study, based on the use of Invasive weed ...
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THE EFFECTS OF TECHNOLOGY, ORGANISATIONAL, BEHAVIOURAL FACTORS TOWARDS UTILIZATION OF E GOVERNMENT ADOPTION MODEL BY MODERATING CULTURAL FACTORS
... different optimization techniques like genetic algorithm, particle swarm optimization and artificial bee colony for optimizing the different hidden layers and neurons of the hidden ...
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HIDE : Human Inspired Differential Evolution – An Algorithm under Artificial Human Optimization Field
... Human Optimization is a new field that came into existence on December ...the optimization algorithms that were created and are being created based on Artificial Humans will come under ...
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Experimental analysis of time complexity and solution quality of swarm intelligence algorithm
... solving optimization problems inspired by ...includes Artificial Bee Colony, Bat Algorithm and Particle Swarm ...that Artificial Bee Colony outperformed other algorithms ...
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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 ...honey bee swarm in finding good solutions to optimize ...
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Improved Artificial Bee Colony Algorithm for Continuous Optimization Problems
... In order to test performance and accuracy of ABC and iABC, two different experiments were designed. In first experiment, performance and accuracy of the iABC were examined on well-known five benchmark functions taken ...
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An Efficient Artificial Bee Colony Algorithm for Constrained Optimization Problems
... scout bee operators constrained ABC algorithm does not consider the initial compared to the original constrained ...scout bee phase of the approach to the feasible region of the search ...scout bee ...
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Multi-Objective QoS-based Reusable Service Selection enhanced with Artificial Bee Colony (MQRSABC)
... intelligent optimization algorithms, such as Genetic Algorithms (GA) [2, 3], Particle Swarm Optimization (PSO) algorithm [4, 5], Ant Colony Optimization (ACO) algorithm [6], and so ...
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Dynamic artificial bee colony algorithm for multi-parameters optimization of support vector machine-based soft-margin classifier
... parameter optimization are based on grid search algorithm and genetic algo- rithm (GA) ...ant colony algorithm, particle swarm optimization (PSO) algorithm ...
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