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Multi-Objective Optimization Design of the Helical Gear Transmission Based on Coalition Cooperative Game Theory

机译:基于联盟合作博弈理论的斜齿轮传动多目标优化设计

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Considering helical gear transmission's economic performance and drive reliability,construct multi-objective optimization model of the helical gear transmission with taking normal module,teeth number of small helical gear,helix angle and the gear width coefficient as design variables and taking the volume of small and large helical gear and opposite number of overlap ratio as objective functions.Propose multi-objective optimization design method based on coalition cooperative game theory where the two design goals are seen as two game players.By calculating the impact factor of design variables to objective functions and fuzzy clustering,the design variables are divided into strategy space of game players.Each game player takes its own revenue function as target and does single objective optimization in its own strategy space in order to get its own best strategy.The best strategies of all players form a combination of one round game and the optimal solution can be obtained through several game rounds.Example results show the effectiveness of game method.
机译:考虑到斜齿轮传动装置的经济性能和驱动可靠性,以正常模数,小斜齿轮齿数,螺旋角和齿轮宽度系数为设计变量,以小体积和小体积为基础,构造斜齿轮传动装置的多目标优化模型。提出了基于联盟合作博弈论的多目标优化设计方法,其中两个设计目标被视为两个博弈者。通过计算设计变量对目标函数和目标函数的影响因子,提出了多目标优化设计方法。模糊聚类,将设计变量划分为玩家的策略空间。每个玩家都以自己的收益函数为目标,并在自己的策略空间中进行单目标优化,以获得自己的最佳策略。形成一个回合博弈的组合,并且可以通过以下方法获得最佳解决方案:例举结果证明了博弈方法的有效性。

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