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Optimization Model and Algorithm for Multi-Label Learning

Optimization Model and Algorithm for Multi-Label Learning
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摘要 <div style="text-align:justify;"> This paper studies a kind of urban security risk assessment model based on multi-label learning, which is transformed into the solution of linear equations through a series of transformations, and then the solution of linear equations is transformed into an optimization problem. Finally, this paper uses some classical optimization algorithms to solve these optimization problems, the convergence of the algorithm is proved, and the advantages and disadvantages of several optimization methods are compared. </div> <div style="text-align:justify;"> This paper studies a kind of urban security risk assessment model based on multi-label learning, which is transformed into the solution of linear equations through a series of transformations, and then the solution of linear equations is transformed into an optimization problem. Finally, this paper uses some classical optimization algorithms to solve these optimization problems, the convergence of the algorithm is proved, and the advantages and disadvantages of several optimization methods are compared. </div>
作者 Zhengyang Li Zhengyang Li(Fuzhou University, Fuzhou, China)
机构地区 Fuzhou University
出处 《Journal of Applied Mathematics and Physics》 2021年第5期969-975,共7页 应用数学与应用物理(英文)
关键词 Operations Research Multi-Label Learning Linear Equations Solving Optimization Algorithm Operations Research Multi-Label Learning Linear Equations Solving Optimization Algorithm
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