Damage Identification in Bars with a Wave Propagation Approach: Performance Comparison of Five Hybrid Optimization Methods by R.A. Tenenbaum, L.T. Stutz, K.M. Fernandes

“…The identification process is built on the minimization of the squared residue between the synthetic experimental echo, obtained by using a sequential algebraic algorithm, and the corresponding analytical one. Five different hybrid optimization methods are investigated. …”
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Enhancing the Mechanical Characteristics of Eco-Friendly Composite Materials: Taguchi and RSM Optimization by Khalissa Saada, Salah Amroune, Ahmed Belaadi, Moussa Zaoui, Ibrahim M. H. Alshaikh, Djamel Ghernaout

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Hyperparameter Optimization for Problem-Based Custom CNN Architectures Using a Smart Grid Search Method by H. Aktas

“…This study proposes an improved grid search based hyperparameter optimization method to design lightweight CNN architectures for task-specific classification problems. …”
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OPTIMIZING ENGINE PERFORMANCE & EMISSIONS WITH CEO2NANOPARTICLES IN DIESEL FUEL: VIA RESPONSE SURFACE METHOD by Abdullah Burak Arslan, Mehmet Çelik

“…The response section method (RSM) determines the effectiveness of the data transfer at different load conditions of the engine to minimize and amplify emissions. …”
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Three-dimensional omnidirectional characterization methods of rock anisotropic wave velocity and acoustic emission location optimization by Shengjun MIAO, Wenxuan YU, Mingchun LIANG, Pengjin YANG, Conghao LI, Zejing LIU

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Performance Optimization Method of Steam Generator Liquid Level Control Based on Hybrid Iterative Model Reconstruction by Xiaoyu Li, Xiangsong Kong, Changqing Shi, Jinguang Shi, Zean Yang

“…The method proposes a fusion idea and implementation mechanism in which process data and the hybrid model are jointly driven under the data-driven framework to maximize the advantages of different modeling mechanisms to achieve the performance optimization of a steam generator level control system. …”
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MODERN ACTIVE AND INTERACTIVE METHODS AS A MEANS OF OPTIMIZING FOREIGN LANGUAGE TEACHING IN NON-LANGUAGE FACULTIES by V. Plaksin

“…The process of continuous improvement of the educational system invariably entails changes and optimization of methods and forms of organization of the educational process. …”
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A novel method for optimizing epilepsy detection features through multi-domain feature fusion and selection by Guanqing Kong, Guanqing Kong, Shuang Ma, Shuang Ma, Wei Zhao, Wei Zhao, Haifeng Wang, Haifeng Wang, Qingxi Fu, Qingxi Fu, Jiuru Wang

“…Surpassing other methods in detection accuracy. Consequently, this optimized method for epilepsy seizure detection enhances the diagnostic accuracy of epilepsy seizures.…”
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Optimizing HVAC&R System Efficiency and Comfort Levels Using Machine Learning-Based Control Methods by Suroor M. Dawood, Raad Z. Homod, Alireza Hatami

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Determining the parameters of different Muskingum models with chimp optimization algorithm and verifying them using the Daechung flood of 2014 and 2018 by Farshad Haiati, Behrouz Yaghoubi, Sara Nazif

“…The chimp meta-heuristic algorithm has been used to determine the parameters of different Muskingum models, which are defined as optimization problems. …”
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NVH Performance Improvement Method of the Three-in-one Electric Drive System Based on Structural Topology Optimization by Ge Hailong, Zhao Zhiguo, Chen Zhixin

“…In order to improve the NVH performance of a three-in-one electric drive system, the structural transmission path is designed and optimized. Firstly, the weak components with the highest NVH contribution to the electric drive assembly were identified by analytical method, frequency positioning method and plate contribution analysis method. …”
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Mutual-Energy Inner Product Optimization Method for Constructing Feature Coordinates and Image Classification in Machine Learning by Yuanxiu Wang

“…As a key task in machine learning, data classification is essential to find a suitable coordinate system to represent the data features of different classes of samples. This paper proposes the mutual-energy inner product optimization method for constructing a feature coordinate system. …”
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Upcycling cement kiln dust for manufacturing clay bricks fired at different temperatures: RSM and ANN-GA hybrid-optimization by Rahma Mebarkia, Mansour Bouzeroura, Messaouda Boumaaza, Nasser Chelouah, Ahmed Belaadi, Ibrahim M.H. Alshaikh, Yazid Chetbani, Djamel Ghernaout

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Optimizing PV Power Output with Higher-Voltage Modules: A Comparative Analysis with Traditional MPPT Methods by P. Rathi Devi, P. Sivakumar, P. Arokiya Prasad

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Optimized Characteristics of Polyvinyl Alcohol Films Decorated with Silver Nanoparticles Synthesized via Chemical Reduction Method by Yaqeen T. Alwan, Firas J. Kadhim

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Frequency Control Method for Distributed Energy Systems Based on Nash Equilibrium Quantum Particle Swarm Optimization by YI Kang, LUO Wenguang, WANG Tao, CHEN Yufeng

“…To address these issues, the paper proposes a frequency control method based on Nash equilibrium quantum particle swarm optimization (NEQPSO) for distributed energy systems. …”
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Robust Classification of Encrypted Network Services Using Convolutional Neural Networks Optimized by Information Bottleneck Method by Zhijiong Wang, Wei Lin, Yu Chen, Mang I. Vai

“…This paper proposes a novel approach to achieve robust classification of encrypted network services using Convolutional Neural Networks (CNNs) optimized by the Information Bottleneck (IB) method (IB-CNN). …”
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Optimization of stope dimensions using response surface method coupling a hybrid chaos-genetic algorithm by Ming lan, Hanwen Jia, Ju Ma

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Enhancing Load frequency control in power systems using Puma Optimizer – Proportional Integral Derivative Method by Trung Kien Do, Thanh Long Duong

“…The control parameters of LFC must be optimally adjusted for stable system operation. However, researchers are currently unable to find a suitable and robust method for optimal tuning of LFC control parameters. …”
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Geometric optimization of a blood pump impeller using the Taguchi method: CFD analysis and experimental evaluation by Abdoulaye Billo Diallo, Rafet Yapıcı, Ömer İncebay, Hasan Çınar

“…The number of blades, inlet width, outlet width, inlet angle, and outlet angle are among the important impeller parameters that were optimized at three different levels. The orthogonal array of the Taguchi design method was used to reduce the 243 possible configurations from the full-factorial experimental design to 27 trial tests. …”
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