Search Results - Orthogonal array tuning method

GOAT method: Green Orthogonal Array Tuning method

Authors: Nevena Ranković Dragica Ranković

Source: Alexandria Engineering Journal, Vol 133, Iss , Pp 13-41 (2025)

Subject Terms: Hyper-parameter optimization, Robust design of experiment, Orthogonal array tuning method, Eco-efficiency, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S111001682501107X; https://doaj.org/toc/1110-0168

Access URL: https://doaj.org/article/06c08a44149c4f938d842548277d057e

Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning

Authors: Zhang, Xiang Chen, Xiaocong Yao, Lina et al.

Index Terms: Computer Science - Machine Learning, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/1907.13359

Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning

Authors: Lina Yao Xiang Zhang Xiaocong Chen et al.

Source: Communications in Computer and Information Science ISBN: 9783030368074

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, 0202 electrical engineering, electronic engineering, information engineering, Machine Learning (stat.ML), 02 engineering and technology, Machine Learning (cs.LG)

Access URL: http://arxiv.org/pdf/1907.13359
http://arxiv.org/abs/1907.13359
https://link.springer.com/chapter/10.1007/978-3-030-36808-1_31
http://ui.adsabs.harvard.edu/abs/2019arXiv190713359Z/abstract
https://rd.springer.com/chapter/10.1007/978-3-030-36808-1_31
https://doi.org/10.1007/978-3-030-36808-1_31
https://dblp.uni-trier.de/db/journals/corr/corr1907.html#abs-1907-13359

Multi-step-ahead and interval carbon price forecasting using transformer-based hybrid model.

Authors: Yue, Wang Zhong, Wang Xiaoyi, Wang et al.

Source: Environmental Science & Pollution Research; Sep2023, Vol. 30 Issue 42, p95692-95719, 28p

Subject Terms: CARBON pricing, HILBERT-Huang transform, FORECASTING, CARBON offsetting, ORTHOGONAL arrays

Geographic Terms: CHINA

Optimization of Coreless PCB Coils Based on a Modified Taguchi Tuning Method for WPT of Pedelec.

Authors: Chen, Yu-Kai Wang, Cheng-An

Source: Processes; Oct2024, Vol. 12 Issue 10, p2148, 18p

Subject Terms: WIRELESS power transmission, TAGUCHI methods, ELECTRONIC equipment, ORTHOGONAL arrays, QUALITY factor

Tuning artificial neural network parameters using Taguchi method.

Authors: Ariyanto, Sudirman Rizki Wulandari, Retno Suprayitno

Source: AIP Conference Proceedings; 2023, Vol. 2592 Issue 1, p1-6, 6p

Subject Terms: TAGUCHI methods, MACHINE learning, SIGNAL-to-noise ratio, PROBLEM solving, ARTIFICIAL neural networks, ORTHOGONAL arrays

Computational optimization of 3D printed bone scaffolds using orthogonal array-driven FEA and neural network modeling.

Authors: Shetty, Amulya Fathima, Aamirah Anika, B et al.

Source: Scientific Reports; 8/20/2025, Vol. 15 Issue 1, p1-24, 24p

Subject Terms: TISSUE scaffolds, FINITE element method, ORTHOPEDICS, PHYSICAL mobility, BIOMIMETIC materials, ARTIFICIAL neural networks, THREE-dimensional printing, MATHEMATICAL optimization

Hyperparameter optimization strategy of multilayer perceptron model for injection molding quality prediction.

Authors: Huang, Ming-Shyan Chang, Chia Hao

Source: International Journal of Advanced Manufacturing Technology; Mar2024, Vol. 131 Issue 3/4, p1879-1895, 17p

Subject Terms: INJECTION molding, TAGUCHI methods, ROBUST optimization, ORTHOGONAL arrays, ARTIFICIAL intelligence, MULTILAYER perceptrons

Taguchi Method Statistical Analysis on Characterization and Optimization of 18-nm Double Gate MOSFETs.

Authors: Maheran, A.H. Afifah Pritigavane, M. Nizam, N. H. N. M. et al.

Source: International Journal of Nanoelectronics & Materials; Oct2024, Vol. 17 Issue 4, p549-555, 7p

Subject Terms: TAGUCHI methods, SIGNAL-to-noise ratio, STRAY currents, THRESHOLD voltage, ORTHOGONAL arrays

Orthogonal array design method for optimization experiments of composite oxides (CuCr2O4/CuO) synthesis and investigation of their catalytic activity on thermal decomposition of ammonium perchlorate particles.

Authors: Hosseini, Seyed Ghorban Sharifnezhad, Hossein Shirazi, Zahra et al.

Source: Journal of Energetic Materials; 2024, Vol. 42 Issue 2, p187-205, 19p

Subject Terms: CATALYTIC activity, AMMONIUM perchlorate, ORTHOGONAL arrays, SOLID propellants, ROCKET engines

Selection of Genetic Algorithm Parameters for Optimization of Storm-Sewer Networks Using Taguchi Method.

Alternate Title: Yağmur Suyu-Kanalizasyon Şebekelerinin Optimizasyonunda Taguchi Yöntemi ile Genetik Algoritma Parametrelerinin Seçimi. (Turkish)

Authors: Cetin, Tulin Ilgin, Mehmet Ali Yurdusev, Mehmet Ali

Source: Karaelmas Science & Engineering Journal / Karaelmas Fen ve Mühendislik Dergisi; nis2024, Vol. 14 Issue 1, p1-10, 10p

Subject Terms: TAGUCHI methods, FACTORIAL experiment designs, SYSTEMS design, MATHEMATICAL optimization, ORTHOGONAL arrays, GENETIC algorithms

Optimization of process parameter for green die sinking electrical discharge machining: a novel hybrid decision-making approach.

Authors: Jagadish Zindani, Divya Selvam, Arun et al.

Source: Scientific Reports; 4/18/2025, Vol. 15 Issue 1, p1-19, 19p

Subject Terms: DECISION support systems, PROSPECT theory, HAZARDOUS wastes, MANUFACTURING processes, ORTHOGONAL arrays

Performance Enhancement of Lightweight PLA Parts Printed by FFF Using Taguchi–GRA Method.

Authors: Tunçel, Oğuz Kahya, Çağlar

Source: Polymers (20734360); Sep2025, Vol. 17 Issue 17, p2413, 19p

Subject Terms: TAGUCHI methods, GREY relational analysis, THREE-dimensional printing, WASTE minimization, MECHANICAL efficiency, FUSED deposition modeling

Performance optimization of ethanol blends in diesel model using Taguchi and grey relational approach.

Authors: Kalangi, Chaithanya Rathod, Nikhil Janardan Madhuri, Kolli Sudha et al.

Source: Scientific Reports; 10/15/2025, Vol. 15 Issue 1, p1-19, 19p

Subject Terms: DIESEL motors, TAGUCHI methods, GREY relational analysis, ENERGY consumption, GREENHOUSE gas mitigation, ETHANOL as fuel, SUSTAINABILITY, BIOMASS energy

Automatic Tuning Method for Quadrupole Mass Spectrometer Based on Improved Differential Evolution Algorithm.

Authors: Zhang, Yuanqing Xiong, Baolin Feng, Le et al.

Source: Bioengineering (Basel); Nov2025, Vol. 12 Issue 11, p1154, 16p

Subject Terms: QUADRUPOLE mass analyzers, DIFFERENTIAL evolution, CALIBRATION, MATHEMATICAL optimization, MUTATIONS (Algebra), PHARMACEUTICAL industry, ANALYTICAL chemistry, SCIENTIFIC apparatus & instruments

OPTIMIZING THE GEOMETRICAL PARAMETERS OF 3D PRINTED NEGATIVE STIFFNESS METAMATERIAL USING TAGUCHI METHOD.

Authors: Patel, Sandip Dave, Harshit

Source: International Journal of Modern Manufacturing Technologies (IJMMT); 2024, Vol. 16 Issue 1, p101-107, 7p

Subject Terms: METAMATERIALS, ORTHOGONAL arrays, TAGUCHI methods, THREE-dimensional printing, STIFFNESS (Engineering), EXPERIMENTAL design, RATIO analysis, SIGNAL-to-noise ratio

Multi-Response Optimization of an Automated Grass-Flower Beating Machine Using Taguchi and WASPAS in Broom Production.

Authors: Khanthirat, Wanrop Phokha, Surasit Warorot, Waraporn et al.

Source: Engineering, Technology & Applied Science Research; Oct2025, Vol. 15 Issue 5, p27542-27550, 9p

Subject Terms: TAGUCHI methods, MULTI-objective optimization, AUTOMATIC machinery, BROOMS & brushes, MULTIPLE criteria decision making, PROCESS optimization, SUSTAINABILITY

THE OPTIMIZATION OF BAGASSE LEAF-BASED POROUS CARBONTIN OXIDE ORGANIC CAPACITOR USING TAGUCHI METHOD.

Alternate Title: ОПТИМІЗАЦІЯ ПОРИСТОГО ОРГАНІЧНОГО КОНДЕНСАТОРА НА ОСНОВІ ЛИСТЯ БАГАСИ З ВИКОРИСТАННЯМ МЕТОДУ ТАГУЧІ. (Ukrainian)

Authors: Setyanto, Nasir Widha Sugiono, Sugiono Irawan, Yudy Surya et al.

Source: Eastern-European Journal of Enterprise Technologies; 2025, Vol. 5 Issue 12(137), p6-18, 13p

Subject Terms: BAGASSE, TAGUCHI methods, ORGANIC compounds, ORGANIC electronics, MATHEMATICAL optimization, THERMAL noise, CARBONIZATION, CAPACITANCE measurement

Transforming photodiode into avalanche photodiode: An efficient method improving the sensitivity performance of foundry-fabricated Si/Ge receiver.

Authors: Liu, Beichen Liu, Yinjie Zhao, Jizhe et al.

Source: Journal of Applied Physics; 8/14/2025, Vol. 138 Issue 6, p1-10, 10p

Subject Terms: PHOTODIODES, OPTICAL receivers, SEMICONDUCTORS, PHOTODETECTORS, OPTOELECTRONIC devices

Numerical Investigation of Microporous Insulation for Power Reduction in Zero-Heat-Flux Thermometry.

Authors: Lee, Dong-Jin Kim, Dae Yu

Source: Micromachines; Nov2025, Vol. 16 Issue 11, p1271, 12p

Subject Terms: ENERGY consumption, INSULATING materials, POWER resources management, THERMOMETRY, WEARABLE technology, ANALYSIS of variance, FINITE element method