Strategic capacity decision‐making in a stochastic manufacturing environment using real‐time approximate dynamic programming

In this study, we illustrate a real‐time approximate dynamic programming (RTADP) method for solving multistage capacity decision problems in a stochastic manufacturing environment, by using an exemplary three‐stage manufacturing system with recycle. The system is a moderate size queuing network, which experiences stochastic variations in demand and product yield. The dynamic capacity decision problem is formulated as a Markov decision process (MDP). The proposed RTADP method starts with a set of heuristics and learns a superior quality solution by interacting with the stochastic system via simulation. The curse‐of‐dimensionality associated with DP methods is alleviated by the adoption of several notions including “evolving set of relevant states,” for which the value function table is built and updated, “adaptive action set” for keeping track of attractive action candidates, and “nonparametric k nearest neighbor averager” for value function approximation. The performance of the learned solution is evaluated against (1) an “ideal” solution derived using a mixed integer programming (MIP) formulation, which assumes full knowledge of future realized values of the stochastic variables (2) a myopic heuristic solution, and (3) a sample path based rolling horizon MIP solution. The policy learned through the RTADP method turned out to be superior to polices of 2 and 3. © 2010 Wiley Periodicals, Inc. Naval Research Logistics 2010     

通用对潜搜索作战模型效能计算方法

对潜搜索模型有很多种,并且这些搜索模型可能因为进一部的完善、优化而发生改变;根据装备的发展及部队作战、训练的需要,也可能有新的模型不断加入.这些模型的作战效果指标是决定其是否可用的重要依据之一,而作战效果的计算应基于统一的方法,而不能各自不同,这样,得出的结论才具有可比性.为了实现这个目的,建立了基于蒙特卡罗法的通用计...     

The Gaullists,the French army and Algeria before 1958: Common cause or marriage of convenience?

Though the Gaullists and the officer class shared a common view of France's military, diplomatic and operational weaknesses during the Algerian War they did not always share ideas on solutions to the problem. The Gaullists were fixated on France's declining world status and were prepared to act opportunistically to halt it, thereby making a French Algeria expendable. The military, on the other hand, believed that keeping Algeria French was axiomatic in avoiding further national humiliation. The coming together of Gaullists and the Army in May 1958 was therefore only a shortterm alliance, which quickly crumbled.     

The concept of logistics derived from Clausewitz: All that is required so that the fighting force can be taken as a given

This article assesses the existing literature on logistics in war, concluding that there is no satisfactory conceptual definition of logistics. It proposes a concept of logistics derived from Clausewitz's theory of war to fill that void. This is presented as a derivation because Clausewitz's distinction between (1) the use of the fighting forces (tactics and strategy) and (2) all other activities in war that were required so that forces could be taken as a given. The latter, left unnamed by Clausewitz, corresponds to a concept of logistics that proves to be an analytical peer to Clausewitz's categories of politics, tactics and strategy.