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A Review of the Genetic Algorithm and JAYA Algorithm Applications
منشور في 2022"…The two algorithms are the GA and the JAYA. The JAYA algorithm is a modern population-based meta heuristic algorithm, its applications are presented in this work. …"
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3
An Intensive and Comprehensive Overview of JAYA Algorithm, its Versions and Applications
منشور في 2021الموضوعات: "…JAYA Algorithm…"
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An intensive and comprehensive overview of JAYA algorithm, its versions and applications
منشور في 2021"…In this review paper, JAYA algorithm, which is a recent population-based algorithm is intensively overviewed. …"
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Improving Neural Network Using Jaya Algorithm with Opposite Learning for Air Quality Prediction
منشور في 2024"…In this paper, an enhanced Jaya optimization algorithm is used to improve the MLP outcome (called EOL-Jaya-MLP). …"
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Improving Neural Network Using Jaya Algorithm with Opposite Learning for Air Quality Prediction
منشور في 2024"…In this paper, an enhanced Jaya optimization algorithm is used to improve the MLP outcome (called EOL-Jaya-MLP). …"
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Improving Neural Network Using Jaya Algorithm with Opposite Learning for Air Quality Prediction
منشور في 2024"…In this paper, an enhanced Jaya optimization algorithm is used to improve the MLP outcome (called EOL-Jaya-MLP). …"
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8
Improving Neural Network Using Jaya Algorithm with Opposite Learning for Air Quality Prediction
منشور في 2024"…In this paper, an enhanced Jaya optimization algorithm is used to improve the MLP outcome (called EOL-Jaya-MLP). …"
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9
Improving Neural Network Using Jaya Algorithm with Opposite Learning for Air Quality Prediction
منشور في 2024"…In this paper, an enhanced Jaya optimization algorithm is used to improve the MLP outcome (called EOL-Jaya-MLP). …"
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GIJA:Enhanced geyser‐inspired Jaya algorithm for task scheduling optimization in cloud computing
منشور في 2024"…In this article, we introduce GIJA (Geyser‐inspired Jaya Algorithm), a novel optimization approach tailored for task scheduling in cloud computing environments. …"
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Enhanced Jaya optimization for improving multilayer perceptron neural network in urban air quality prediction
منشور في 2024"…To address the issue of slow convergence and limited search space exploration, we incorporate an opposite-learning method into the Jaya optimization algorithm called EOL-Jaya-MLP. …"
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Enhanced Jaya optimization for improving multilayer perceptron neural network in urban air quality prediction
منشور في 2024"…To address the issue of slow convergence and limited search space exploration, we incorporate an opposite-learning method into the Jaya optimization algorithm called EOL-Jaya-MLP. …"
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14
Enhanced Jaya optimization for improving multilayer perceptron neural network in urban air quality prediction
منشور في 2024"…To address the issue of slow convergence and limited search space exploration, we incorporate an opposite-learning method into the Jaya optimization algorithm called EOL-Jaya-MLP. …"
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15
Enhanced Jaya optimization for improving multilayer perceptron neural network in urban air quality prediction
منشور في 2024"…To address the issue of slow convergence and limited search space exploration, we incorporate an opposite-learning method into the Jaya optimization algorithm called EOL-Jaya-MLP. …"
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16
Enhanced Jaya optimization for improving multilayer perceptron neural network in urban air quality prediction
منشور في 2024"…To address the issue of slow convergence and limited search space exploration, we incorporate an opposite-learning method into the Jaya optimization algorithm called EOL-Jaya-MLP. …"
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Boosting the Training of Neural Networks Through Hybrid Metaheuristics
منشور في 2022"…In this paper, six versions of memetic algorithms (MAs) are proposed to replace gradient descent learning mechanism of MLP where adaptive β�-hill climbing (Aβ�HC) as a local search algorithm is hybridized with six population-based metaheuristics which are hybrid flower pollination algorithm, hybrid salp swarm algorithm, hybrid crow search algorithm, hybrid grey wolf optimization (HGWO), hybrid particle swarm optimization, and hybrid JAYA algorithm. …"
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Chapter 19 - Metaheuristics for optimizing weights in neural networks
منشور في 2023"…The proposed HOA-MLP is compared against five other comparative methods, which are bat algorithm, harmony search, flower pollination algorithm, sine cosine algorithm, and JAYA algorithm. …"
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Enhancing multilayer perceptron neural network using archive-based harris hawks optimizer to predict gold prices
منشور في 2023"…The performance of the proposed AHHO-NN model is compared against four swarm intelligence algorithms (i.e., HHO-NN, JAYA-NN, MFO-NN, PSO-NN) as well as four classical machine learning techniques (i.e., linear regression (LR), MLP Regressor (MLP), RANSAC Regressor (RANSAC), and TheilSen Regressor (TR)). …"
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