Výsledky vyhledávání - Multigene genetic programming algorithm*

Season Algorithm-Multigene Genetic Programming: A New Approach for Rainfall-Runoff Modelling Autor Danandeh Mehr, Ali, Nourani, Vahid

“…Genetic programming (GP) is recognized as a robust machine learning method for rainfall-runoff modelling…”
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Analysis of inductive power transfer systems by metamodeling techniques Autor Pei, Yao, Pichon, Lionel, Bensetti, Mohamed, Le Bihan, Yann

“… So, it is meaningful to find a metamodeling technique to quickly evaluate the system’s performances. According to the comparison of Support Vector Regression, Multigene Genetic Programming Algorithm, and sparse Polynomial Chaos Expansions…”
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Fast Shielding Optimization of an Inductive Power Transfer System for Electric Vehicles Autor Pei, Yao, Pichon, Lionel, Le Bihan, Yann, Bensetti, Mohamed, Dessante, Philippe

“… Here, Polynomial Chaos Expansions (PCE) and Multigene Genetic Programming Algorithm (MGPA) methods are used and compared to describe the mutual inductance of the IPT system in the function of the design variables on the shielding…”
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Frequency component mixing of pulsed or multi-frequency eddy current testing for nonferromagnetic plate thickness measurement using a multi-gene genetic programming algorithm Autor Ge, Jiuhao, Yusa, Noritaka, Fan, Mengbao

“… An evolutionary algorithm multigene genetic programming was employed to mix the frequency components using the best linearity as a target…”
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Comparison of machine learning techniques and spatial distribution of daily reference evapotranspiration in Türkiye Autor Yildirim, Demet, Küçüktopcu, Erdem, Cemek, Bilal, Simsek, Halis

“… This study investigated the feasibility and effectiveness of three ML techniques, including the k -nearest neighbor algorithm, multigene genetic programming, and support vector regression (SVR…”
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Multiple Site Intraday Solar Irradiance Forecasting by Machine Learning Algorithms: MGGP and MLP Neural Networks Autor Mendonça de Paiva, Gabriel, Pires Pimentel, Sergio, Pinheiro Alvarenga, Bernardo, Gonçalves Marra, Enes, Mussetta, Marco, Leva, Sonia

“…: multigene genetic programming (MGGP) and the multilayer perceptron (MLP) artificial neural network (ANN…”
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A piecewise-linear backbone model for unbonded post-tensioned concrete masonry shear walls Autor Siam, Ali, Ismail, Mohamed K., Yassin, Ahmed, El-Dakhakhni, Wael

“…Unbonded post-tensioned concrete masonry (UPCM) shear walls present an effective seismic force resisting system due to their ability to mitigate expected…”
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Evolutionary Prediction of the Trajectory of a Rosette Momentum Jet Group in Flowing Currents Autor Yan, Xiaohui, Mohammadian, Abdolmajid

“… Journal of Coastal Research, 36(5), 1059–1067. Coconut Creek (Florida), ISSN 0749-0208. This study proposes a new approach to predicting the trajectory of a rosette momentum jet group in flowing currents, using multigene genetic programming (MGGP…”
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Mathematical Modelling of Acetaminophen Release in HPC/PAAm Hydrogel: Synthesis and Application Autor Morales-Cepeda, A. B., Peraza-Vázquez, Hernán, Castro-Guerrero, Carlos Fernando, Castillo-Miranda, Claudia Alicia, Díaz-Guerrero, Abigail M., Peña-Delgado, Adrián F.

“…Hydrogels are commonly used as Drug Delivery Systems (DDS) as patches due to its ability to store drug molecules within their structures. The release can be…”
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Effects of optimized interaction of short-term hypergravity stimulation and nitrate-deficient cultivation in maize root using genetic-immunological algorithms Autor II, Ronnie Concepcion, Relano, R-Jay, Janairo, Adrian Genevie, Francisco, Kate, Garcia, Lance, Montanvert, Hugo

“…•Integrated MGGP-AIS algorithms optimize R/S = f{2 g time exposure}, improved productivity yields…”
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Modelling of acetaminophen release from hydroxyethylcellulose/polyacrylamide hydrogel Autor Díaz-Guerrero, Abigail M, Castillo-Miranda, Claudia A, Peraza-Vázquez, Hernán, Morales-Cepeda, Ana B, Peña-Delgado, Adrián F, Rivera-Armenta, José L, Castro-Guerrero, Carlos F

“… (DE) algorithm…”
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Field-Based Prediction Models for Stop Penalty in Traffic Signal Timing Optimization Autor Alshayeb, Suhaib, Stevanovic, Aleksandar, Park, B. Brian

“… Furthermore, multigene genetic programming (MGGP) is utilized to develop prediction models for the K-factor…”
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Invasive weed optimization-based adaptive neuro-fuzzy inference system hybrid model for sediment transport with a bed deposit Autor Safari, Mir Jafar Sadegh, Mohammadi, Babak, Kargar, Katayoun

“… In order to promote the computation capability of sediment transport models, recently machine learning algorithms have attracted interests, extensively…”
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Utilizing deterministic smart tools to predict recovery factor performance of smart water injection in carbonate reservoirs Autor Maghsoudian, Ali, Izadpanahi, Amin, Bahmani, Zahra, Avvali, Amir Hossein, Esfandiarian, Ali

“… (ANN), and multigene genetic programming (MGGP) are developed to predict the RF of smart water flooding in carbonate reservoirs…”
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Grape Pseudocercospora Leaf Specked Area Estimation Using Hybrid Genetic Algorithm and Recurrent Neural Network Autor Alajas, Oliver John Y., Concepcion II, Ronnie S., Palconit, Maria Gemel B., Bandala, Argel A., Sybingco, Edwin, Vicerra, Ryan Rhay P., Dadios, Elmer P., Mendigoria, Christan Hail R., Aquino, Heinrick L., Izzo, Luigi Gennaro

“… Significant features were identified using classification tree (CTree). A multigene genetic programming tool called GPTIPSv2 was utilized to generate the fitness function needed for the optimization…”
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An evolutionary approach for modeling and optimization of gelcasting of ceramics Autor Thoppil, Nikhil M., Kandi, Kishore Kumar, Selvaraj, N., Rao, C.S.P.

“… Accurate prediction models to estimate flexural strength, and porosity were evolved from the experimental data using a new potential evolutionary algorithm called multigene genetic programming…”
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Mechanics guided data-driven model for seismic shear strength of exterior beam-column joints Autor Anwar, Mohamed M., Ismail, Mohamed K., Hodhod, Hossam A., El-Dakhakhni, Wael, Ibrahim, Hatem H.A.

“… Subsequently, an evolutionary algorithm, specifically multigene genetic programming (MGGP), was utilized to search for the near-optimal predictive model…”
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MGP-CC: a hybrid multigene GP-Cuckoo search method for hot rolling manufacture process modelling Autor Faris, Hossam, Sheta, Alaa F., Öznergiz, Ertan

“… In this paper, we propose a new hybrid approach based on multigene genetic programming (MGP) and Cuckoo search (CS) algorithms for developing three rigorous models for roll…”
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Determination of a pedotransfer function for specific air–water interfacial area in sandy soils: A pore network‐informed multigene genetic programming approach Autor Mirghafari, Rasoul, Nikooee, Ehsan, Raoof, Amir, Habibagahi, Ghassem

“…Understanding specific air–water interfacial area (SAWIA) is essential for characterizing and modeling various phenomena in vadose zone hydrology, such as…”
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Backbone model for reinforced concrete block shear wall components and systems using controlled multigene genetic programming Autor Elgamel, Hana, Ismail, Mohamed K., Ashour, Ahmed, El-Dakhakhni, Wael

“…•Factors affecting RCBSWs response were identified using variables selection procedures.•A simplified backbone curve for fully grouted RCBSWs was developed…”
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