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Hyperparameter optimization of deep CNN classifier for plant species identification using artificial bee colony algorithm
Tailoring a deep convolutional neural network (CNN) for an implementation is a tedious and
time-consuming task especially in image identification. In this study, an optimization scheme …
time-consuming task especially in image identification. In this study, an optimization scheme …
A secured and intelligent communication scheme for IIoT-enabled pervasive edge computing
Industrial Internet of Things (IIoT) ensures reliable and efficient data exchanges among the
industrial processes using artificial intelligence within the cyber–physical systems. In the IIoT …
industrial processes using artificial intelligence within the cyber–physical systems. In the IIoT …
Clustering of typical wind power scenarios based on K-means clustering algorithm and improved artificial bee colony algorithm
G Yao, Y Wu, X Huang, Q Ma, J Du - IEEE Access, 2022 - ieeexplore.ieee.org
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 …
the k-means clustering (KMC) algorithm, such as poor global search ability, sensitive …
[HTML][HTML] New robust hybrid Jarratt-Butterfly optimization algorithm for nonlinear models
The nonlinear system of equations (NSE) is the basis of many engineering and scientific
models. However, these models must have accurate solutions to be successful. Several …
models. However, these models must have accurate solutions to be successful. Several …
2D fully chaotic map for image encryption constructed through a quadruple-objective optimization via artificial bee colony algorithm
In this study, a novel 2D fully chaotic map (FULLMAP) derived through a multi-objective
optimization strategy with artificial bee colony (ABC) algorithm is introduced for image …
optimization strategy with artificial bee colony (ABC) algorithm is introduced for image …
An image encryption scheme based on an optimal chaotic map derived by multi-objective optimization using ABC algorithm
A novel optimal chaotic map (OCM) is proposed for image encryption scheme (IES). The
OCM is constructed using a multi-objective optimization strategy through artificial bee colony …
OCM is constructed using a multi-objective optimization strategy through artificial bee colony …
ABC algorithm-based optimization and evaluation of nano carbon black added multi-layer microwave absorbing ultra weight foam concrete
This research presents a study on the nano-carbon black (NCB) added ultra-weight foam
concrete by revealing its potential utilization of multi-layer microwave absorbing foam …
concrete by revealing its potential utilization of multi-layer microwave absorbing foam …
Modified artificial bee colony algorithm with differential evolution to enhance precision and convergence performance
Artificial bee colony (ABC) and differential evolution (DE) are the most powerful and
operative meta-heuristic algorithms inspired by the nature. Although both algorithms are …
operative meta-heuristic algorithms inspired by the nature. Although both algorithms are …
Parameter optimization of chaotic system using Pareto-based triple objective artificial bee colony algorithm
Chaotic map is a kind of discrete chaotic system. The existing chaotic maps suffer from
optimal parameters in terms of chaos measurements. In this study, a novel approach of …
optimal parameters in terms of chaos measurements. In this study, a novel approach of …
On the performance improvement of Butterfly Optimization approaches for global optimization and Feature Selection
AS Assiri - Plos one, 2021 - journals.plos.org
Butterfly Optimization Algorithm (BOA) is a recent metaheuristics algorithm that mimics the
behavior of butterflies in mating and foraging. In this paper, three improved versions of BOA …
behavior of butterflies in mating and foraging. In this paper, three improved versions of BOA …