Risk communication within military decision-making: pedagogic considerations

Risk management is a decision-support process and a vital tool for military planning and decision-making. Today, several nations utilize risk-based approaches to analyze the level of security in military operations. There are both strengths and challenges in applying risk-based approaches to support military decisions. In this article, the challenges related to risk communication are investigated with the aim of describing how a military organization should train to create a good environment for effective risk communication. The analysis finds that it is important for the organization to define and consistently use a shared risk understanding. Such a shared risk understanding will need a systematic development process that focuses on the future decision makers’ and analysts’ education and training. To reach understanding, all involved parties must have the chance to identify the problem, reflect on its implications, test different solutions and develop a solution.     

Linear compound algorithms for the partitioning problem

For a given set S of nonnegative integers the partitioning problem asks for a partition of S into two disjoint subsets S₁ and S₂ such that the sum of elements in S₁ is equal to the sum of elements in S₂. If additionally two elements (the kernels) r₁, r₂ ∈ S are given which must not be assigned to the same set S_i, we get the partitioning problem with kernels. For these NP‐complete problems the authors present two compound algorithms which consist both of three linear greedylike algorithms running independently. It is shown that the worst‐case performance of the heuristic for the ordinary partitioning problem is 12/11, while the second procedure for partitioning with kernels has a bound of 8/7. © 2000 John Wiley & Sons, Inc. Naval Research Logistics 47: 593–601, 2000