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Classification of hyperspectral remote sensing images based on simulated annealing genetic algorithm and multiple instance learningGAO Hong-min(高红民)1, ZHOU Hui(周惠)1, 2, XU Li-zhong(徐立中)1, SHI Ai-ye(石...)Abstract:A hybrid feature selection and classification strategy was proposed based on the simulated annealing genetic algorithm and multiple instance learning (MIL). The band selection method......
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J. Cent. South Univ. (2012) 19: 482-487 DOI: 10.1007/s11771-012-1029-y Remanufacturing closed-loop supply chain network design based on genetic particle swarm optimization algorithm ZHOU Xian-cheng(周... in remanufacturing closed-loop supply chain network (RCSCN) design considered, a genetic particle swarm optimization algorithm was proposed. The total cost of closed-loop supply chain was selected as fitness......
in brain which has the superior features of fast learning and quick reacting. To further improve the performance of BEL in data analysis, genetic algorithm (GA) is adopted for optimally tuning... and classification applications. Key words: prediction; classification; brain emotional learning; genetic algorithm Cite this article as: MEI Ying, TAN Guan-zheng. An improved brain emotional learning algorithm......
present a domain independent genetic algorithm (GA) approach for the job shop scheduling problem with alternative machines. The GA is implemented in a spreadsheet environment. The performance... that would be beneficial to both practitioners and researchers is presented for solving scheduling problems with alternative machines. Key words: alternative machine; genetic algorithm (GA); job shop......
J. Cent. South Univ. (2021) 28: 179-193 DOI: https://doi.org/10.1007/s11771-021-4595-z Cobalt crust recognition based on kernel Fisher discriminant analysis and genetic algorithm in reverberation... algorithm (GA) to obtain optimal feature subsets, and recognition results of classifier are chosen as genetic fitness function. The advantages of this method are that it can describe the signal features more......
, and the model’s structure parameters are deduced and optimized by genetic algorithm (GA). Finally, the soft measurement system of ring’s dimensions is established and validated by the VHRR experiments...; artificial neural network; genetic algorithm 1 Introduction The medium-size rings whose diameter is less than 1000 mm, such as rail way bearing rings, spindle bearing rings and pipe flange rings......
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, the proposed MA-GPR model significantly improved the prediction accuracy, compared with the conjugate gradient method and the genetic algorithm optimization process.Key words:Gaussian process; hyper-parameters...A genetic Gaussian process regression model based on memetic algorithmZHANG Le(张乐)1, 2, LIU Zhong(刘忠)1, ZHANG Jian-qiang(张建强)1, REN Xiong-wei(任雄伟)1(1. College of Electronic, Naval University......
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