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Classification of DNA Microarrays Using Artificial Bee Colony (ABC) Algorithm
2014DNA microarrays are a powerful technique in genetic science due to the possibility to analyze the gene expression level of millions of genes at the same time. Using this technique, it is possible to diagnose diseases, identify tumours, select the best treatment to resist illness, detect mutations and prognosis purpose.
Beatriz A. Garro +2 more
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The application of artificial bee colony (ABC) algorithm in FIR filter design
2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2016The FIR filter has been widely used in the digital signal processing and other engineering calculations for its strictly linear phase and stability performance. The artificial bee colony (ABC) algorithm is a new kind of swarm intelligence optimization algorithm which has a strong search mechanism. This paper applies ABC into the linear-phase FIR filter
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BE-ABC: Hybrid artificial bee colony algorithm with balancing evolution strategy
2012 Third International Conference on Intelligent Control and Information Processing, 2012Artificial bee colony algorithm (ABC), a heuristic algorithm motivated by the forging behavior of bee swarm, is competent to solve complex engineering problems yet imperfect in its exploitation process. For higher convergence speed and better searching accuracy, we propose balancing evolution strategy as an amendment, which seeks to balance local ...
Bai Li, Ya Li
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Solving UAV Localization Problem with Artificial Bee Colony (ABC) Algorithm
2019 4th International Conference on Computer Science and Engineering (UBMK), 2019Driven by the wireless communication, sensor, vision system and battery technologies, unmanned aerial vehicles for short UAVs have started to be used for solving social, commercial or military applications including traffic surveillance, package transportation, wildlife research and critical area monitoring. In addition to the mentioned usage scenarios
Aslan S., Demirci S.
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An Improved Artificial Bee Colony (ABC) Algorithm with Advanced Search Ability
2018 8th International Conference on Electronics Information and Emergency Communication (ICEIEC), 2018To solve the problem that Artificial Bee Colony (ABC) algorithm is easy to fall into local optimum, this paper proposes an improved Artificial Bee Colony (ABC) algorithm with advanced search ability. This algorithm focuses on adding the number of scouts by comparing the maximum value $Bas_{\max}$ , the second largest value $Bas_{second}$ and the ...
Long Cheng
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An improved artificial bee colony (ABC) algorithm for large scale optimization
2013 2nd International Symposium on Instrumentation and Measurement, Sensor Network and Automation (IMSNA), 2013Artificial bee colony (ABC) algorithm as a new optimization algorithm invented recently has been applied to solve many kinds of combinatorial and numerical function optimization problems. The existing forms of ABC algorithms perform well in most cases.
Yu Liang, Yu Liu, Liang Zhang
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Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks
2007Training an artificial neural network is an optimization task since it is desired to find optimal weight set of a neural network in training process. Traditional training algorithms has some drawbacks such as getting stuck in local minima and computational complexity.
Dervis Karaboga +2 more
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Application Artificial Bee Colony Algorithm (ABC) for Reconfiguring Distribution Network
2010 Second International Conference on Computer Modeling and Simulation, 2010In Power Systems, distribution networks really spend amount of power loss. To reduce the power loss there are some solutions such as upgrading networks, setting capacitors at some places in networks, etc. This paper is concentrated on reconfiguring networks to reduce power loss. This means looking for a optimal configuration to operate the distribution
Nguyen Tung Linh, Nguyen Quynh Anh
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Designing of interacting RNAs using Artificial Bee Colony (ABC) algorithm
2015 8th Biomedical Engineering International Conference (BMEiCON), 2015One of polymeric biological molecules called ribonucleic acid (RNA) is involved in diverse biological roles in regulation of gene expression. Generally, secondary structures of RNA determine their functions in living organisms. In medical field, various structures of synthetic RNAs are much needed at present.
Jittrawan Thaiprasit +6 more
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Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems
2007This paper presents the comparison results on the performance of the Artificial Bee Colony (ABC) algorithm for constrained optimization problems. The ABC algorithm has been firstly proposed for unconstrained optimization problems and showed that it has superior performance on these kind of problems.
Dervis Karaboga, Bahriye Basturk
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