Search Results - Orthogonal array tuning method

GOAT method: Green Orthogonal Array Tuning method by Ranković, Nevena, Ranković, Dragica

“… Taguchi’s orthogonal array tuning method (OATM), which forms the basis for our GOAT (Green Orthogonal Array Tuning…”
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Multi-step-ahead stock price index forecasting using long short-term memory model with multivariate empirical mode decomposition by Deng, Changrui, Huang, Yanmei, Hasan, Najmul, Bao, Yukun

“…•MEMD- LSTM model for multi-step ahead stock price forecasting was built.•Multi-step ahead forecasting was based on the multiple-input multiple-output…”
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A robust deep learning framework for short-term wind power forecast of a full-scale wind farm using atmospheric variables by Meka, Rajitha, Alaeddini, Adel, Bhaganagar, Kiran

“… An orthogonal array tuning method based on the Taguchi design of experiments is utilized to optimize the hyperparameters of the proposed TCN model…”
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Parameter Tuning Method for Genetic Algorithm using Taguchi Orthogonal Array for Non-linear Multimodal Optimization Problem by Naruka, Bhagyashri, Yadav, Ashwini Kumar, Sharma, Shweta, Rathore, Janesh Singh

“… The statistical method can be used for parameter tuning that allows us to collect data properly…”
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Multi-step-ahead and interval carbon price forecasting using transformer-based hybrid model by Yue, Wang, Zhong, Wang, Xiaoyi, Wang, Xinyu, Kang

“…Accurate and stable carbon price forecasts serve as a reference for assessing the stability of the carbon market and play a vital role in enhancing investment…”
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Optimization of Coreless PCB Coils Based on a Modified Taguchi Tuning Method for WPT of Pedelec by Chen, Yu-Kai, Wang, Cheng-An

“… in wireless power transmission systems. This paper aims to clarify the correlation between induction parameters and inductive capabilities using the orthogonal array of the modified Taguchi method for Pedelec applications…”
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Efficient parameter selection for Support Vector Regression using orthogonal array by Sano, Natsuki, Higashinaka, Kaori, Suzuki, Tomomichi

“…Support Vector Regression (SVR) is a nonlinear prediction method using kernel function and well known to have high accuracy in prediction…”
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Development and optimization of deep convolutional neural network using Taguchi method for real-time electricity conservation system by Ushasukhanya, S., Jothilakshmi, S., Sridhar, S. S.

“…Conservation of energy is imperative for the development of the country. The critical electrical energy situation is one of the immense challenges in the…”
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Bitcoin price prediction based on financial data, technical indicators, and news headlines sentiment analysis using CNN and GRU deep learning algorithms by Arjmand, Masoud, Kazeminia, Saman, Sajedi, Hedieh

“…Bitcoin is the leading cryptocurrency with the highest market value among digital currencies. Therefore, predicting the value of Bitcoin can help to understand…”
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Bio-orthogonal tuning of matrix properties during 3D cell culture to induce morphological and phenotypic changes by Gao, Hanyuan, Pol, Mugdha, Makara, Colette A, Song, Jiyeon, Zhang, He, Zou, Xiaoyu, Benson, Jamie M, Burris, David L, Fox, Joseph M, Jia, Xinqiao

“… The hydrogel platform is established using modular building blocks employing bio-orthogonal tetrazine (Tz…”
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Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning by Zhang, Xiang, Chen, Xiaocong, Yao, Lina, Chang, Ge, Dong, Manqing

“… Addressing the above issue, this paper presents an efficient Orthogonal Array Tuning Method (OATM…”
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Crabs Marine Waste—A Valuable Source of Chitosan: Tuning Chitosan Properties by Chitin Extraction Optimization by Gîjiu, Cristiana Luminița, Isopescu, Raluca, Dinculescu, Daniel, Memecică, Maria, Apetroaei, Manuela-Rossemary, Anton, Mirela, Schröder, Verginica, Rău, Ileana

“… The experiment was carried on following Taguchi orthogonal array L9, and the best combination of factors was found using the desirability function approach…”
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Tuning of Mixing Zone Parameters in a Dynamic Mixer and Performance Comparison with Screw-based Mixers by SUN, Jiagang, WANG, Jiankang, ZHENG, Yiwen, LI, Zhijun

“…) and the segregation scale (S) using Orthogonal tests. The influences of flow rate and rotational speed were also investigated…”
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Federated Low-Rank Adaptation for Large Models Fine-Tuning Over Wireless Networks by Sun, Haofeng, Tian, Hui, Ni, Wanli, Zheng, Jingheng, Niyato, Dusit, Zhang, Ping

“… However, centralized fine-tuning paradigms pose a potential risk to user privacy, and existing distributed fine-tuning methods incur significant wireless transmission burdens due to the large-scale…”
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Differential evolution with orthogonal array‐based initialization and a novel selection strategy by Kumar, Abhishek, Biswas, Partha P., Suganthan, Ponnuthurai N.

“… The performance of DE highly depends on its operators and parameter settings. In the last couple of decades, many advanced variants of DE have been proposed by modifying the operators and introducing new parameter tuning methods…”
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A Reconfigurable Millimeter-Wave Antenna Array With Wide-Range Continuous Beamwidth Control (WCBC) Based on Polarization-Mixing by Zeng, Fanchao, Ding, Can, Guo, Y. Jay

“…This article presents a reconfigurable millimeter-wave (mm-wave) dual-polarized antenna array system featuring wide-range continuous beamwidth control (WCBC…”
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Hyperparameter optimization strategy of multilayer perceptron model for injection molding quality prediction by Huang, Ming-Shyan, Chang, Chia Hao

“…—to predict the quality of injection-molded parts. The accuracy of this approach largely relies on hyperparameter tuning, a process that can be cumbersome and suboptimal if performed through trial and error…”
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A Wide-Beam Antenna Array with Spatially-Variable-Orthogonal-Polarizations (SVOP) Achieved by Polarization-Mixing by Zeng, Fan Chao, Ding, Can, Chen, Yue-Nian, Jay Guo, Y.

“… The proposed method is implemented on a typical ±45°-polarized base station antenna array with its thought process and working mechanism elaborated…”
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Partition-Based RIS-Assisted Multiple Access: NOMA Decoding Order Perspective by Kim, Yonghwi, Kim, Jae-Hyun, Chae, Chan-Byoung

“… The proposed partition-based MA method, however, divides and arranges the array elements of the RIS…”
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Micro Injection Moulding Process Parameter Tuning by Packianather, Michael, Griffiths, Christian, Kadir, Wan

“… In order to capture their behaviour a L16 Orthogonal Array with two levels for each parameter was employed to produce the design of a 15mm x 20mm x 1mm microfluidic platform using Cyclic Olefin Copolymer (COC), a common polymer…”
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