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Aviation combat decision-making process has become a key issue in air battlement and puzzled many commanders and researchers several decades. This paper uses Agent-based modeling to simulate battlement scenes and use neural networks as an assistant before the commander make real decision. The paper use further “Cloud War” scenario as an example to show the usefulness of this methods. In the end, this...
Effective decision support assist greatly in many control and management processes. Many business processes may be easily formalized and simulated, allowing automated assistance in decision making. The paper describes research on current decision support systems with the self-developed system BPsim.DSS, based on multi-agent simulation of resource conversion processes, extended with additional functionality,...
The paper specifies an Integrated System (IS) devoted to the management of Intermodal Transportation Networks (ITNs) to take both tactical decisions, i.e., in an offline mode, and operational decisions, i.e., in real-time. Both the resulting IS structures rely on a closed-loop approach that is able to tune the choices with the current system conditions. In either case, the core of the presented IS...
The paper is focused on description of various methods, used in decision support system BPsim.DSS. Paper starts with requirements for effective decision making, points out the role of simulation modeling systems in decision making. Next an abstract organizational-technical process is analyzed, its features mentioned. Paper continues with such process representation as a resource conversion process,...
Study of complex socioeconomic systems, such as policy response system, requires a sophisticated approach for modeling and simulation. Multi-agent system can be an effective tool to reason individual and group behaviors. The paper analyzes the socioeconomic environmental policy system with the compensation policy strategy. Using the Swarm-an agent based platform, a model is built to simulate the group...
The paper considers contemporary physical landscape visualisation and simulation models that are used for impact analysis and decision making for geographical location studies. For this purpose a generic framework is presented that provides professionals with a tool to facilitate decision making. The main reasons for the framework construction are to provide a rigorous approach to the task of studying...
A decision making model for ship collision avoidance is developed in this paper by use of the information fusion methods. The model consists of two kinds of agents, ship agent and VTS agent, and three fusion levels, original data fusion level, multiple union fusion level and distributed plan fusion level. With this model, a final collision avoidance plan with less inconsistent and more economic than...
In this paper, we present a modeling methodology for the hospital systems. This methodology has been developed to design decision making aid tools based on various resolution methods (mathematical formalization, simulation, etc.), which all start by the formalization of a knowledge model (knowledge formalization) related to the studied system. We present the different steps to follow from the knowledge...
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