Výsledky vyhledávání - "Multi-objective genetic algorithms"

Constructing ecological network based on multi-objective genetic algorithms: a case study of Changsha City, China Autor Xiao, Shancai, Peng, Jian, Hu, Tao, Tang, Hui

“…Context Regional ecological security faces serious threats in a changing world. Ecological network (EN) provides decision-makers with spatial strategies for…”
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Optimization of a hydrogen supply chain network design under demand uncertainty by multi-objective genetic algorithms Autor Robles, Jesus Ochoa, Azzaro-Pantel, Catherine, Aguilar-Lasserre, Alberto

“…•This paper addresses the multi-objective design of a hydrogen supply chais under demand uncertainty.•The potential of genetic algorithms is explored to cope…”
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Modeling and optimization of micro heat pipe cooling battery thermal management system via deep learning and multi-objective genetic algorithms Autor Guo, Zengjia, Wang, Yang, Zhao, Siyuan, Zhao, Tianshou, Ni, Meng

“…•A comprehensive model based on battery aging effect is developed for MHP-BTMS.•A framework combing deep learning and multi-objective genetic algorithm…”
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Solving complex multi-UAV mission planning problems using multi-objective genetic algorithms Autor Ramirez-Atencia, Cristian, Bello-Orgaz, Gema, R-Moreno, María D., Camacho, David

“…) where human operators use rudimentary systems. This paper presents a new multi-objective genetic algorithm for solving complex mission planning problems involving a team of UAVs and a set of GCSs…”
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Cascade Hydropower System Operation Considering Ecological Flow Based on Different Multi-Objective Genetic Algorithms Autor Chen, Yubin, Wang, Manlin, Zhang, Yu, Lu, Yan, Xu, Bin, Yu, Lei

“… Multi-objective genetic algorithms (MOGAs) are widely used to solve such multi-objective optimization problems because of their excellent performance in terms of convergence speed, diversity of solution set space and optimality seeking ability…”
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Multi-objective genetic algorithms in the study of the genetic code’s adaptability Autor de Oliveira, Lariza Laura, Freitas, Alex A., Tinós, Renato

“…Using a robustness measure based on values of the polar requirement of amino acids, Freeland and Hurst (1998) showed that less than one in one million random…”
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Modeling of solid oxide fuel cell (SOFC) electrodes from fabrication to operation: Microstructure optimization via artificial neural networks and multi-objective genetic algorithms Autor Yan, Z., He, A., Hara, S., Shikazono, N.

“…•Sensitivities of the powder parameters are analyzed in the Sobol method.•A multi-objective genetic algorithm is used to optimize the process parameters…”
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Application of multi-objective genetic algorithms for optimization of energy, economics and environmental life cycle assessment in oilseed production Autor Mousavi-Avval, Seyed Hashem, Rafiee, Shahin, Sharifi, Mohammad, Hosseinpour, Soleiman, Notarnicola, Bruno, Tassielli, Giuseppe, Renzulli, Pietro A.

“…In this study a multi-objective genetic algorithm (MOGA) was applied to find the best combination of mixing energy, economic and environmental indices concerning oilseed canola production…”
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Mining numerical association rules via multi-objective genetic algorithms Autor Minaei-Bidgoli, B., Barmaki, R., Nasiri, M.

“… This work proposes a multi-objective genetic algorithm approach for mining association rules for numerical data…”
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Predictive prosthetic socket design: part 2—generating person-specific candidate designs using multi-objective genetic algorithms Autor Steer, J. W., Grudniewski, P. A., Browne, M., Worsley, P. R., Sobey, A. J., Dickinson, A. S.

“…In post-amputation rehabilitation, a common goal is to return to ambulation using a prosthetic limb, suspended by a customised socket. Prosthetic socket design…”
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Applying multi-objective genetic algorithms in green building design optimization Autor Wang, Weimin, Zmeureanu, Radu, Rivard, Hugues

“…Since buildings have considerable impacts on the environment, it has become necessary to pay more attention to environmental performance in building design…”
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Application of multi-objective genetic algorithms to interior lighting optimization Autor Madias, Evangelos-Nikolaos D., Kontaxis, Panagiotis A., Topalis, Frangiskos V.

“…•Our optimization model is a fast, flexible and efficient method and requires zero intervention to a building,.•It contributes to energy saving and enhances…”
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Coupling deep learning and multi-objective genetic algorithms to achieve high performance and durability of direct internal reforming solid oxide fuel cell Autor Wang, Yang, Wu, Chengru, Zhao, Siyuan, Wang, Jian, Zu, Bingfeng, Han, Minfang, Du, Qing, Ni, Meng, Jiao, Kui

“…•The surrogate model for fast prediction is built using a deep learning algorithm.•The Pareto fronts are obtained by the multi-objective genetic algorithms…”
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Optimising Forest Management Using Multi-Objective Genetic Algorithms Autor Castro, Isabel, Salas-González, Raúl, Fidalgo, Beatriz, Farinha, José Torres, Mendes, Mateus

“…Forest management requires balancing ecological, economic, and social objectives, often involving complex optimisation problems. Traditional mathematical…”
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Hospital reconversion in response to the COVID-19 pandemic using simulation and multi-objective genetic algorithms Autor Perez-Tezoco, Jaime Yair, Aguilar-Lasserre, Alberto Alfonso, Moras-Sánchez, Constantino Gerardo, Vázquez-Rodríguez, Carlos Francisco, Azzaro-Pantel, Catherine

“…•A methodology for the hospital reconversion problem is proposed.•Validating the methodology using a real case of study during the COVID-19 pandemic.•Solving a…”
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Precast production scheduling using multi-objective genetic algorithms Autor Ko, Chien-Ho, Wang, Shu-Fan

“… ► A multi-objective genetic algorithm is then developed to search for optimum solutions with minimum makespan and tardiness penalties…”
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Optimal operation of a parabolic solar collector with twisted-tape insert by multi-objective genetic algorithms Autor Borunda, Mónica, Garduno-Ramirez, Raul, Jaramillo, O.A.

“… This approach allow to state an optimization problem, solved with multi-objective genetic algorithms, to find out the best main process…”
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Real-time energy optimization of irrigation scheduling by parallel multi-objective genetic algorithms Autor Alonso Campos, J.C., Jiménez-Bello, M.A., Martínez Alzamora, F.

“…•The methodology minimizes the cost of energy while maximizes service pressures.•Cost reductions of about 6–7% were reached for scenarios without pressure…”
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Dual-stage optimizer for systematic overestimation adjustment applied to multi-objective genetic algorithms for biomarker selection Autor Cattelani, Luca, Fortino, Vittorio

“…The selection of biomarker panels in omics data, challenged by numerous molecular features and limited samples, often requires the use of machine learning…”
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Comparison of multi-objective genetic algorithms for optimization of cascade reservoir systems Autor Wang, Manlin, Zhang, Yu, Lu, Yan, Wan, Xinyu, Xu, Bin, Yu, Lei

“…Multi-objective genetic algorithms (MOGAs) are widely used for multi-reservoir systems…”
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