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An improved artificial bee colony algorithm: particle bee colony

open access: yes工程科学学报, 2018
With an aim to address the disadvantages of the artificial bee colony algorithm of slow convergence speed and ease of falling into the local optimum in the later period of the evolution process as well as to improve the traditional artificial bee colony ...
WANG Ji-chao   +4 more
doaj   +2 more sources

A hybrid artificial bee colony algorithm for transformer vibration fundamental frequency amplitude prediction [PDF]

open access: yesITM Web of Conferences, 2022
The fundamental frequency amplitude of transformer surface vibration signal is an important basis for judging transformer status. It is very important to predict the amplitude of fundamental frequency quickly and accurately.
Wang Jianping, Li Wanlin
doaj   +1 more source

IMPLEMENTASI METODE SELEKSI FITUR MENGGUNAKAN ARTIFICIAL BEE COLONY PADA KLASIFIKASI RETINAL NERVE FIBER LAYER

open access: yesEdusaintek, 2023
Damage to Retinal Nerve Fiber Layer can Cause Glaucoma. Glaucoma is an inflammation of the optic eye which is characterized by progressive deterioration of Optic Nerve Head and field of view.
Aam Shodiqul Munir   +2 more
doaj   +1 more source

The Prediction of Sports Economic Development Prospect in Different Regions by Improved Artificial Bee Colony Algorithm

open access: yesDiscrete Dynamics in Nature and Society, 2022
In order to study the development of the sports economy in different regions and analyze the future development prospect of sports economy, this paper uses the k-clustering method to improve the artificial bee colony algorithm and further improve the ...
Lei Liu, Guangda Song
doaj   +1 more source

Clustering of Typical Wind Power Scenarios Based on K-Means Clustering Algorithm and Improved Artificial Bee Colony Algorithm

open access: yesIEEE Access, 2022
An improved artificial bee colony algorithm (IABC) was proposed to solve the problems of the k-means clustering (KMC) algorithm, such as poor global search ability, sensitive selection of initial cluster center, randomness of initialization, precocity ...
Gang Yao   +4 more
doaj   +1 more source

A Method for Degenerate Primer Design Based on Artificial Bee Colony Algorithm

open access: yesApplied Sciences, 2022
Aiming to address the complex degenerate primer design problem in the biological field, in this paper, we design a degenerate primer optimization model considering primer coverage and degeneracy that allows a small number of base mismatches, and propose ...
Ruhui Liu   +4 more
doaj   +1 more source

Improved binary artificial bee colony algorithm [PDF]

open access: yesFrontiers of Information Technology & Electronic Engineering, 2021
The Artificial Bee Colony (ABC) algorithm is an evolutionary optimization algorithm based on swarm intelligence and inspired by the honey bees' food search behavior. Since the ABC algorithm has been developed to achieve optimal solutions by searching in the continuous search space, modification is required to apply this method to binary optimization ...
openaire   +2 more sources

Artificial Bee Colony Algorithm with Directed Scout [PDF]

open access: yesSoft Computing, 2021
Abstract As a relatively new model, the Artificial Bee Colony Algorithm (ABC) has shown impressive success in solving optimization problems. Nevertheless, its efficiency is still not satisfactory for some complex optimization problems. This paper has modified ABC and its other recent variants to improve its performance by modify the scout ...
Radhwan A. A. Saleh, Rustu Akay
openaire   +3 more sources

Optimal Location of FACTS Devices in Order to Simultaneously Improving Transmission Losses and Stability Margin Using Artificial Bee Colony Algorithm

open access: yesIEEE Access, 2021
It is not possible to use the full capacity of the transmission lines due to voltage limitations and stability issues. Therefore, compensators must be used to improve the transmission line capacity.
Mehrdad Ahmadi Kamarposhti   +4 more
doaj   +1 more source

Improvement SVM Classification Performance of Hyperspectral Image Using Chaotic Sequences in Artificial Bee Colony

open access: yesIEEE Access, 2020
Artificial bee colony algorithm is an effective algorithm for parameter optimization, but the traditional artificial bee colony algorithm is liable to fall into local extreme points at a later stage.
Cuijie Zhao   +3 more
doaj   +1 more source

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