minimax问题的广义共轭向量法

本文按照共轭向量法的理论,针对非奇异对称矩阵提出了广义共轭向量的概念,并论述了它的三个重要性质(线性独立性、可寻驻点和可扩展性)。在此基础上,构造了极小极大(minimax)问题的广义共轭向量法。理论分析表明,该算法具有二次终止性质,且在每一维搜索时具有确定的寻优特征(求极小或求极大)。该算法为用拉格朗日乘子法求解数学规划提供了一个可能的途径。计算实例表明该算法是有效的。     

计算机辅助保障性分析技术框架设想

探讨了在装备型号研制过程中,计算机辅助保障性分析技术的总体框架,分析模块的基本功能,实现该项技术的技术途径.     

大型复杂装备研制项目群风险管理研究

为有效避免研制项目出现"拖、降、涨"等恶性现象,大型复杂装备研制多采用项目群管理模式,由于同时开放了风险环境,增强了子项目间的复杂交互,使得研制项目群风险管理成为制约项目研制成功率的关键因素。目前装备研制风险管理研究以及项目群风险管理研究多是从静态或局部的角度来展开,虽然也有数值仿真方面的研究,但是对不同风险因素间的动态交互行为,及其进而造成的风险动态演化机制缺乏系统的分析,于是项目群风险演化动力学问题成为下一步的重要研究方向。     

潜艇CGF规避反潜航空兵行为建模

对战场态势的不完全观测是潜艇作战的重要特点,充分利用不完全观测信息,提高潜艇对抗决策的合理性是设计潜艇CGF的核心问题。针对潜艇作战特点,提出了潜艇自防御行为模型框架,并利用多Agent不确定场景建模技术,建立了基于POMDP的规避反潜航空兵行为模型,最后进行了仿真验证。结果表明,该模型具有较强的可行性。     

军用软件研制过程的管理与控制

分析了军用软件研制过程和军用系统研制过程的对应关系,详细阐述了军用软件研制过程控制的要求和阶段划分方法。在对阶段概念划分的基础上,对各个阶段的管理控制工作进行了论述,包括阶段的主要工作内容、实施步骤、完成标志及转段条件等。提出的军用软件研制过程管理与控制方法是经过多年软件工作的实践所得,可以供军用软件开发管理者参考。     

前苏联发展反卫星武器的回顾

随着军用卫星的种类变化和性能提高 ,以及为谋求外层空间作战的军事优势 ,前苏联一直在积极发展反卫星武器。介绍了前苏联反卫星武器的组成、特点、技术方案及其发展情况 ,最后归纳了关于前苏联反卫星武器的几点看法。     

The LP/POMDP marriage: Optimization with imperfect information

A new technique for solving large‐scale allocation problems with partially observable states and constrained action and observation resources is introduced. The technique uses a master linear program (LP) to determine allocations among a set of control policies, and uses partially observable Markov decision processes (POMDPs) to determine improving policies using dual prices from the master LP. An application is made to a military problem where aircraft attack targets in a sequence of stages, with information acquired in one stage being used to plan attacks in the next. © 2000 John Wiley & Sons, Inc., Naval Research Logistics 47: 607–619, 2000     

Mathematical formulation and heuristic algorithm for the block relocation and loading problem

This study considers the block relocation and loading problem in container terminals. The optimal loading sequence and relocation location are simultaneously decided on the basis of the desired ship‐bay and initial yard space configuration. An integer linear programming model is developed to minimize the number of relocations in the yard space on the basis of no shifts in the ship bay. The accuracy of the model is tested on small‐scale scenarios by using CPLEX. Considering the problem size in the real world, we present a rule‐based heuristic method that is combined with a mathematical model for the removal, loading, and relocation operations. The influence of rules on algorithm performance is also analyzed, and the heuristic algorithm is compared with different types of algorithms in the literature. The extensive numerical experiments show the efficiency of the proposed heuristic algorithm.     

On the reduction of total‐cost and average‐cost MDPs to discounted MDPs

This article provides conditions under which total‐cost and average‐cost Markov decision processes (MDPs) can be reduced to discounted ones. Results are given for transient total‐cost MDPs with transition rates whose values may be greater than one, as well as for average‐cost MDPs with transition probabilities satisfying the condition that there is a state such that the expected time to reach it is uniformly bounded for all initial states and stationary policies. In particular, these reductions imply sufficient conditions for the validity of optimality equations and the existence of stationary optimal policies for MDPs with undiscounted total cost and average‐cost criteria. When the state and action sets are finite, these reductions lead to linear programming formulations and complexity estimates for MDPs under the aforementioned criteria.© 2017 Wiley Periodicals, Inc. Naval Research Logistics 66:38–56, 2019     

Challenges of institutional coordination in complex defense acquisition programs: the case of the Republic of Korea’s F-X program

Decision-making in defense acquisition programs in the Republic of Korea (ROK) has been problematic, especially in highly advanced complex systems. The highly disputed force modernization program for the ROK Air Force’s fifth-generation fighter, dubbed the Fighter eXperiment, went through extreme turbulence during the type selection phase. The gist of the turbulence became evident through poor institutional coordination within the defense acquisition authorities that eventually forced them to rescind the decision generated from their own yearlong efforts, thus basically shooting themselves on the foot. The paper highlights the background of the program and reviews the institutional elements that influenced the decision-making process, and conclude that the absence of an effective coordination mechanism has made decision-making in complex defense programs even more troublesome.