Výsledky vyhledávání - "Multi-objective genetic algorithm"

Multi-objective genetic algorithm for energy-efficient job shop scheduling Autor May, Gökan, Stahl, Bojan, Taisch, Marco, Prabhu, Vittal

“…The paper investigates the effects of production scheduling policies aimed towards improving productive and environmental performances in a job shop system. A…”
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Multi-objective genetic algorithm for energy-efficient hybrid flow shop scheduling with lot streaming Autor Chen, Tzu-Li, Cheng, Chen-Yang, Chou, Yi-Han

“…Hybrid flow shop scheduling problems are encountered in many real-world manufacturing operations such as computer assembly, TFT-LCD module assembly, and solar…”
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Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification Autor Deng, Xiongshi, Li, Min, Deng, Shaobo, Wang, Lei

“…Microarray gene expression data are often accompanied by a large number of genes and a small number of samples. However, only a few of these genes are relevant…”
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A multi‐objective genetic algorithm strategy for robust optimal sensor placement Autor Civera, Marco, Pecorelli, Marica Leonarda, Ceravolo, Rosario, Surace, Cecilia, Zanotti Fragonara, Luca

“…The performance of a monitoring system for civil buildings and infrastructures or mechanical systems depends mainly on the position of the deployed sensors. At…”
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Application of multi-objective genetic algorithm to optimize energy efficiency and thermal comfort in building design Autor Yu, Wei, Li, Baizhan, Jia, Hongyuan, Zhang, Ming, Wang, Di

“…•We use an improved multi-objective genetic algorithm (NSGA-II) as theory basis.•We present a case study with the aid of the multi-objective approach…”
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Multi-objective optimization of PEM fuel cell by coupled significant variables recognition, surrogate models and a multi-objective genetic algorithm Autor Li, Hongwei, Xu, Boshi, Lu, Guolong, Du, Changhe, Huang, Na

“…•A fast and systematic multi-objective optimization framework is proposed.•Power density, efficiency and cathode O2 uniformity are optimized…”
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Potential for optimization of energy consumption and costs in saffron production in central Iran through data envelopment analysis and multi‐objective genetic algorithm Autor Saeidi, Elham, Dehkordi, Amin Lotfalian, Nabavi‐Pelesaraei, Ashkan

“…‐objective genetic algorithm (MOGA). Based on the results related to the energy section, the total energy input was obtained as 43,578 MJ ha…”
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Enhancing classification with hybrid feature selection: A multi-objective genetic algorithm for high-dimensional data Autor Bohrer, Jonas da S., Dorn, Márcio

“… This paper proposes a hybrid feature selection approach using a multi-objective genetic algorithm to enhance classification performance and reduce dimensionality across diverse classification tasks…”
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Multi‐objective genetic algorithm for synchrotron radiation beamline optimization Autor Zhang, Junyu, Qi, Pengyuan, Wang, Jike

“… In this study, a novel optimization method based on a multi‐objective genetic algorithm is introduced, the first attempt to optimize a beamline with multiple objectives…”
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Model-agnostic local explanation: Multi-objective genetic algorithm explainer Autor Nematzadeh, Hossein, García-Nieto, José, Hurtado, Sandro, Aldana-Montes, José F., Navas-Delgado, Ismael

“… This research introduces the Multi-Objective Genetic Algorithm Explainer (MOGAE), a novel model-agnostic local explainer for image data aimed at the early detection of citrus diseases…”
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Complete hierarchical multi-objective genetic algorithm for transit network design problem Autor Owais, Mahmoud, Osman, Mostafa K.

“…•A Novel complete hierarchical GA methodology for the TNDP.•Multi-objective nature of the problem is tackled efficiently.•General and adaptable methodology for…”
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A Multi-Objective Genetic Algorithm Approach to Sustainable Road–Stream Crossing Management Autor Asadifakhr, Koorosh, Roy, Samuel G., Taherkhani, Amir Hosein, Han, Fei, Bell, Erin S., Mo, Weiwei

“…Road–stream crossings (RSCs) are vital for the sustainability of both stream ecosystems and transportation networks, yet many are aging, undersized, or…”
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Parameterisation of demand-driven material requirements planning: a multi-objective genetic algorithm Autor Damand, David, Lahrichi, Youssef, Barth, Marc

“…Demand-Driven Material Requirements Planning (DDMRP) is a recent inventory management method that has generated considerable interest in both academia and…”
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Optimization of a double-layered microchannel heat sink with semi-porous-ribs by multi-objective genetic algorithm Autor Wang, Tian-Hu, Wu, Hao-Chi, Meng, Jing-Hui, Yan, Wei-Mon

“…•A multi-objective optimization algorithm is coupled into a 3D fluid-solid conjugated model.•Performance of a double-layered MCHS with semi-porous ribs is…”
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Performance optimization of thermoelectric generators designed by multi-objective genetic algorithm Autor Chen, Wei-Hsin, Wu, Po-Hua, Lin, Yu-Li

“…•Geometry of TEG elements is optimized using a multi-objective genetic algorithm (MOGA).•The output power the TEG with optimization can be increased by about 51.9…”
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Multi-objective genetic algorithm based sizing optimization of a stand-alone wind/PV power supply system with enhanced battery/supercapacitor hybrid energy storage Autor Abdelkader, Abbassi, Rabeh, Abbassi, Mohamed Ali, Dami, Mohamed, Jemli

“…The present paper proposes a new approach to optimize the sizing of a multi-source PV/Wind with Hybrid Energy Storage System (HESS). Hence, a developed…”
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Techno-economic and environmental assessment of a hybrid renewable energy system using multi-objective genetic algorithm: A case study for remote Island in Bangladesh Autor Das, Barun K., Hassan, Rakibul, Tushar, Mohammad Shahed H.K., Zaman, Forhad, Hasan, Mahmudul, Das, Pronob

“…•Cost and life cycle emissions are optimised by multi-objective genetic algorithm.•Multi-objective provides better environmental benefits than single objective one…”
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Flat broadband frequency upconversion within thin-film lithium niobate waveguide achieved by multi-objective genetic algorithm particle swarm optimization Autor Wu, Yiheng, Chen, Haitao, He, Fu, Fu, Tingzhao, Zhang, Jianfa, Zhu, Zhihong, Jin, Shilong

“… We propose a design method that significantly broadens the spectral bandwidth and enhances the response flatness through multi-objective genetic algorithm particle swarm optimization (GAPSO…”
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A Data-Driven Timetable Optimization of Urban Bus Line Based on Multi-Objective Genetic Algorithm Autor Tang, Jinjun, Yang, Yifan, Hao, Wei, Liu, Fang, Wang, Yinhai

“…Reasonable bus timetable can reduce the operating costs of bus company and improve the quality of bus services. A data-driven method is proposed to optimize…”
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Multi-objective genetic algorithm for multi-view feature selection Autor Imani, Vandad, Sevilla-Salcedo, Carlos, Moradi, Elaheh, Fortino, Vittorio, Tohka, Jussi

“…Multi-view datasets offer diverse forms of data that can enhance prediction models by providing complementary information. However, the use of multi-view data…”
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