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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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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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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Efficient Estimation and Optimization of Expensive to Evaluate Black-Box Functions by Meka, Rajitha

“…In many complex engineering problems, efficient estimation and global optimization of black-box functions is a major concern. It requires an extensive number…”
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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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