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Hull blocks virtual assembly sequence planning based on improved genetic algorithm

机译:基于改进遗传算法的船体虚拟装配顺序规划

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In connection with the problem of hull blocks virtual assembly sequence planning. Improved genetic algorithm is proposed to be applied. In connection with multi-layer assembly structure of hull blocks, Hierarchical optimization method is proposed to solve the problem. The optimal solution is always lost in the iteration process when Traditional genetic algorithm is applied, the problem could be solved through drawing the association diagram, generating the initial population, optimizing the initial population, and establishing adaptive function. Because of the slow convergence to traditional genetic algorithm, Boltzmann variational proportion is applied on the selectivity of reasonable control. It is verified through calculating example that the hull section virtual assembly sequence planning could be calculated on the method, and a range of relevant parameters are also obtained.
机译:与船体块问题有关的虚拟装配顺序计划。提出了一种改进的遗传算法。针对船体砌块的多层装配结构,提出了分层优化的方法来解决该问题。当应用传统遗传算法时,最优解总是在迭代过程中丢失,可以通过绘制关联图,生成初始种群,优化初始种群并建立自适应函数来解决问题。由于对传统遗传算法的收敛速度较慢,因此将玻尔兹曼变分比例应用于合理控制的选择性。通过算例验证了该方法可以计算出船体断面的虚拟装配顺序计划,并获得了一系列相关参数。

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