LEACH—DRT算法中基于神经网络的数据预测算法

为了保证无线传感器网络中数据的完整性,针对基于LEACH路由协议的动态轮时间算法存在的问题,提出一种基于人工神经网络的数据预测算法。该动态轮时间算法中,部分簇因调整后的轮时间不足以完成数据的采集而丢失数据。数据预测算法结合传感器节点数据具有时空相关性的特点,将时空延迟算子引入神经网络模型,并通过建立的神经网络模型对数据进行预测。仿真时采用伯克利英特尔实验室的传感器数据,通过Mafl软件对模型进行测试并分析仿真结果。实验结果表明：该算法对连续多个数据的预测效果理想,预测误差始终保持在较低水平。     

吊放声纳非探测时间的计算公式

使用吊放声纳探测潜艇是直升机反潜的主要样式。在评价直升机跟踪潜艇和潜艇规避其跟踪的方法中,吊放声纳非探测时间是最主要的参数。此外给出了计算非探测时间的公式。     

登陆作战海军水雷破障建模与应用

扫除抗登陆方水雷障碍,既是登陆作战的重要环节,也是保障三军联合破除敌抗登陆水际障碍的前提条件.根据抗登陆方水雷情况想定,研究三军联合破障中海军扫雷兵力的运用,创新性地提出了将水雷分为3种类型分别进行分析量化处理的方法,并以此建立了切合实际的海军扫雷模型.根据该模型研制的海军水雷破障辅助决策系统,可以完成已知扫雷时间、扫雷兵力和扫雷率这3个最主要扫雷参数之间的互相求解问题,为指挥员决策提供了定量的客观依据.     

Call center arrival modeling: A Bayesian state‐space approach

In this article, we introduce three discrete time Bayesian state‐space models with Poisson measurements, each aiming to address different issues in call center arrival modeling. We present the properties of the models and develop their Bayesian inference. In so doing, we provide sequential updating and smoothing for call arrival rates and discuss how the models can be used for intra‐day, inter‐day, and inter‐week forecasts. We illustrate the implementation of the models by using actual arrival data from a US commercial bank's call center and provide forecasting comparisons. © 2011 Wiley Periodicals, Inc. Naval Research Logistics 58: 28–42, 2011     

本征模式函数与经验模式分解方法分析

介绍本征模式函数IMF满足的条件和定义,分析了经验摸式分解EMD的前提、本质及其对非线性平衡系统数据处理所体现的优越性,并以隧道采集的风力数据处理为例,对上述理论进行了验证,展示了这种新方法的作用和效果。最后,从理论上证明了所处理数据的完备性及EMD成员正交性应满足的条件。     

Modeling and analysis of a mixed‐model assembly line with stochastic operation times

We consider a mixed‐model assembly line (MMAL) comprised a set of workstations and a conveyor. The workstations are arranged in a serial configuration. The conveyor moves at a constant speed along the workstations. Initial units belonging to different models are successively fed onto the conveyor, and they are moved by the conveyor to pass through the workstations to gradually generate final products. All assembling tasks are manually performed with operation times to be stochastic. An important performance measure of MMALs is overload times that refer to uncompleted operations for operators within their work zones. This paper establishes a method to analyze the expected overload times for MMALs with stochastic operation times. The operation processes of operators form discrete time nonhomogeneous Markov processes with continuous state spaces. For a given daily production schedule, the expected overload times involve in analyzing the Markov processes for finite horizon. Based on some important properties of the performance measure, we propose an efficient approach for calculating the expected overload times. Numerical computations show that the results are very satisfactory. © 2007 Wiley Periodicals, Inc. Naval Research Logistics, 2007     

An FPTAS for scheduling a two‐machine flowshop with one unavailability interval

We study a deterministic two‐machine flowshop scheduling problem with an assumption that one of the two machines is not available in a specified time period. This period can be due to a breakdown, preventive maintenance, or processing unfinished jobs from a previous planning horizon. The problem is known to be NP‐hard. Pseudopolynomial dynamic programming algorithms and heuristics with worst case error bounds are given in the literature to solve the problem. They are different for the cases when the unavailability interval is for the first or second machine. The existence of a fully polynomial time approximation scheme (FPTAS) was formulated as an open conjecture in the literature. In this paper, we show that the two cases of the problem under study are equivalent to similar partition type problems. Then we derive a generic FPTAS for the latter problems with O(n⁵/ε⁴) time complexity. © 2003 Wiley Periodicals, Inc. Naval Research Logistics, 2004.     

电子时间引信时间精度分析及试验研究

介绍了影响电子时间引信定时精度的诸因素,包括时基振荡源精度、电源启动时间、复位延时、环境温度、电路参数的变化及装定器精度等。结合某型电子时间引信的生产定型试验,对该引信进行了定时精度的试验,并按照国军标的要求将试验数据分析处理,试验结果达到了预期目的。     

一类具有免疫时滞和病毒颗粒的HIV模型的动力学性态分析

考虑感染细胞的治愈和未感染细胞吸收作用的影响,研究一类具有免疫时滞和病毒颗粒的HIV模型,通过分析特征方程研究平衡点的局部稳定性,利用规范型理论和中心流行定理得到确定Hopl分支方向和分支周期解稳定性的计算公式,并通过构造Lyapunov泛函,讨论未感染平衡点的全局稳定性．     

一类伴随型非线性系统的快速变结构控制

基于反馈线性化、时间次优控制及变结构控制理论,针对一类伴随型不确定非线性系统,提出了一种快速鲁棒变结构控制方案。这种控制方案在控制有约束的条件下,其中一部分用来把非线性系统反馈校正成线性系统,另一部分则用来为线性系统实现时间次优控制。仿真结果表明：这种控制器不仅动态响应快,而且从初始时刻开始就可产生滑模运动,从而增强了系统鲁棒性。