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Reduced SQP based on orthonormal bases, orthogonal bases and coordinate bases are studied and compared. With the correction item introduced, the null-space move is adjusted and the reduced SQP based on coordinate bases decomposition is improved.●The key problem of steady-state data processing for RTOPT is studied. A new algorithm of simultaneous strategies for data reconciliation and gross error detection is proposed. Here the objective function that is constructed using maximum likelihood principle and joint distribution function is minimized. Efficient algorithm is developed which exploited the nonlinear lease-square structure of this objective function.

仿真结果表明了算法的有效性;●深入研究了在线优化中的一个关键问题——稳态数据处理问题,用基于组合概率分布的目标函数联立求解粗劣误差检测和数据调和问题;以精馏塔在线优化的数据处理和模型修正为例,提出一种根据模型方程对参数的依赖性进行过程模型分解的分层策略,可以将数据调和和参数估计统一在数据处理的大框架中,为进一步的过程性能分析、操作状况评价以及在线优化提供可靠的基准,具有非常重要的工程应用价值;●将优化命题的形式扩展到更通用的形式。

Based on the second PA derivative of mean steady-state system time with respect to a parameter of the service time distribution, we give the second-order stochastic approximation algorithm.

当最优化问题过于复杂,无法使用解析方法分析时,一个可行的方法是在参数的取值范围内用逐次逼近法找到最优点;在使用此类优化算法时,目标函数的样本导数是必需的。

The penalty optimal brain surgeon is a post-training algorithm and it has extreme high complexity. The OBS oriented compute model implemented neural network training and OBS pruning simultaneously, by taking the OBS pruning case as a penalty term of neural network objective functions based on optimized structure of the regularization method included in the neural network training process. It both maintained the OBS's accuracy and had regularization method's high efficiency. Raised the generalization of neural network model.

最优脑外科过程是一种训练后网络剪枝算法,计算的复杂度非常高,通过把剪枝条件以惩罚项的形式纳入神经网络的训练目标函数中,把正则化方法的结构优化蕴涵于网络训练过程,构建面向最优脑外科过程的计算模型,实现网络训练过程和最优脑外科过程并行剪枝,既保持了最优脑外科过程的准确性,又具有正则化的高效性,提高了神经网络模型的泛化性能。

Based on the combined control objective function for shape and mechanical properties,the mechanical properties and the shape are controlled simultaneously.Against the practical character of skin mill and on the premise of the assurance of finished product mechanical property,a set of elongation distribution model about skin mill is established on the criterion that...

在引入板形与力学性能综合控制目标函数的基础上,针对平整机的实际特性,在保证成品的机械性能的前提下,以基态弯辊力下带材的出口板形最好为准则,建立了延伸率分配数学模型;同时给出了相应的张力与轧制压力设定方法,并将其应用到生产实践,提高了平整产品的板形精度,具有较大的推广应用价值。

With the support of GIS , the minimal spanning tree theory of graph theory and 120 project theory can be applied to irrigation pipelines layout optimization .

建立以管道输水灌溉系统的年折算费用最小为目标函数的管径优化线性规划模型,并将内点法应用于线性优化模型的求解。

In this approach, the relative entropy is used as a minimization object function.

这一方法完全基于物理学原理,在该方法中使用了相对熵的概念,并把它作为优化的目标函数

Moreover, a method minimizing both model fitting capabilities and generalization as the objective function is offered to choose the proper parameters of support vector regression and facilitate the application.

给出了一种以最小化支持向量回归的拟合能力和泛化能力为目标函数来选择支持向量回归机参数的方法,以方便该方法的工程应用。

A new static image reconstruction method for EIT based on genetic algorithm is proposed in this dissertation. It is quite different from the traditional modified Newton-Raphson iterative method based on minimizing the object function.

本文提出一种基于遗传算法的静态EIT图像重建方法,它完全不同于传统的基于目标函数梯度或高阶导数信息的Modified Newton-Raphson优化迭代算法。

Taking the minimum voltage deviation level after disturbance as objective function, the proposed method can implement the optimal selection of allocation sites and number of reactive sources.

该方法以受扰后的系统电压偏移水平最小为目标函数,实现了无功源配置地点和数量的优化选择。

The mathematical model can work out the minimum zone solution of the cylindricity error with arbitrary position in space, and there are no special requirements in choosing measurement points.

所建立的目标函数基于圆柱度误差最小区域定义,可以评定空间任意位置圆柱度误差的最小区域解,对测点无特殊要求。

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