Since the introduction of Dynamic Bayesian Networks (DBNs), their efficiency and
effectiveness have increased through the development of three significant aspects:(i) …

The wide use of IT resources to assess and manage the recent COVID-19 pandemic allows
to increase the effectiveness of the countermeasures and the pervasiveness of monitoring …

A hybrid operation network model is proposed to describe and evaluate a missile defense
system. More specifically, the network model provides a formal modeling approach based …

The belief rule-based (BRB) system has demonstrated advantages in complex system
modeling and evaluation, with strong nonlinear relationship approximation capabilities. BRB …

Expert knowledge in the form of mathematical models can be considered sufficient statistics
of all prior experimentation in the domain, embodying generic or abstract knowledge of it …

Aiming at the design problem of aviation swarm combat course of action (COA), considering
the influence of stochastic parameters in the causal relationship model and optimization …

为分析复杂系统关键事件, 将系统事件序列图转换为影响网图, 通过着色Petri 网进行建模和仿真,
采用影响网分析系统事件的敏感性并搜索关键事件集合. 统计着色Petri 网模型的仿真输出结果 …

This study presents a task-resource allocation model based on effectiveness and solving
algorithm. The proposed model allows analysts to obtain tradeoffs between mission …

This paper presents an algorithm to transform a dynamic influence net (DIN) into a dynamic
Bayesian network (DBN). The transformation aims to bring the best of both probabilistic …