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Multi-objective Runner Optimization for Injection Mold of Combinational Cavities Based on Kriging Model

机译:基于克里格模型的组合型腔注射模多目标流道优化

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摘要

Aiming at the runner design feature of injection mold of combinational cavities laid in non-natural balance, the design method of multi-objective runner optimization is put forward based on Kriging model. At fist, the basic theory of Kriging approximate model is proposed, and aiming at the feature of combinational cavities, the multi-objective optimum model of runner system is proposed also. In the solving multi-objective optimum model, the multi-objective ant colonies algorithm with crossover and mutation based on Pareto optimization is proposed. The given method is testified by a runner design instance of top and down cover of mouse, and it has a good application in engineering. The optimum result shows that the multi-objective ant colonies algorithm with crossover and mutation has good algorithmic performance.
机译:针对组合腔注射模具非自然平衡的流道设计特点,提出了基于Kriging模型的多目标流道优化设计方法。首先,提出了克里格近似模型的基本理论,针对组合腔的特点,提出了流道系统的多目标最优模型。在求解多目标最优模型时,提出了基于帕累托优化的具有变异和变异的多目标蚁群算法。该方法通过鼠标上下盖的滑道设计实例进行了验证,在工程上具有良好的应用前景。最优结果表明,具有交叉和变异的多目标蚁群算法具有良好的算法性能。

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