Search Results - subject:"parameter optimization"

Machine learning-driven multi-objective parameter optimization for sustainable, efficient, and high-quality ultrasonic wire bonding

Buchner, Christoph; Riedle, Benjamin; Krauß, Jonas; … - In: Journal of Intelligent Manufacturing 37 (2025) 4, pp. 1681-1699

novel, machine-learning-based methodology using established optimization algorithms for automated multi-objective parameter … optimization in ultrasonic copper wire bonding, considering ten key parameters that influence the normal force profile, ultrasonic …

Persistent link: https://www.econbiz.de/10015627023

A predictive analytics model with Bayesian-Optimized Ensemble Decision Trees for enhanced crop recommendation

Motamedi, Behnaz; Villányi, Balázs - 2024

Researchers have been working on developing new effective, reliable, and environmentally friendly crop recommendation systems. This study introduces a thorough framework for predicting crop recommendations by combining sophisticated machine learning (ML) classifiers with a multi-class...

Persistent link: https://www.econbiz.de/10015419131

Machine learning : supported prediction of dual variables for the cutting stock problem with an application in stabilized column generation

Kraul, Sebastian; Seizinger, Markus; Brunner, Jens O. - In: INFORMS journal on computing : JOC ; charting new … 35 (2023) 3, pp. 692-709

Persistent link: https://www.econbiz.de/10014328032

Multi-factorial complex effects analysis of energy consumption time series with the novel nonlinear grey interaction model

Ding, Qi; Wang, Zhaohu; Xiao, Xinping; Geng, Xiulin - In: Computational economics 66 (2025) 5, pp. 4045-4080

Persistent link: https://www.econbiz.de/10015591292

Grey Prediction Methods and Their Applications

Zeng, Bo; Shi, Zhuanzhuan - 2024

-- Multivariable grey prediction model -- Special sequence grey prediction model -- Parameter optimization of grey prediction model …

Persistent link: https://www.econbiz.de/10015075824

Quarterly data forecasting method based on extended grey GM(2, 1, Σsin) model and its application in China's quarterly GDP forecasting

Cheng, Maolin; Liu, Bin - In: Computational economics 64 (2024) 4, pp. 2385-2412

Persistent link: https://www.econbiz.de/10015144016

Multi-perspective option price forecasting combining parametric and non-parametric pricing models with a new dynamic ensemble framework

Guo, Jingjun; Kang, Weiyi; Wang, Yubing - In: Technological forecasting and social change : an … 204 (2024), pp. 1-23

Persistent link: https://www.econbiz.de/10015627423

A multilayer feedforward perceptron model in neural networks for predicting stock market short-term trends

Namdari, Alireza; Durrani, Tariq S. - In: Operations research forum 2 (2021) 3, pp. 1-30

Persistent link: https://www.econbiz.de/10012589934

Predicting customer churn using grey wolf optimization-based support vector machine with principal component analysis

Kurtcan, Betul Durkaya; Ozcan, Tuncay - In: Journal of forecasting 42 (2023) 6, pp. 1329-1340

Persistent link: https://www.econbiz.de/10014338889

Application of a stochastic schemata exploiter for multi-objective hyper-parameter optimization of machine learning

Makino, Hiroya; Kita, Eisuke - In: The review of socionetwork strategies 17 (2023) 2, pp. 179-213

Persistent link: https://www.econbiz.de/10014425714