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Additional resources for Modeling, Simulation and Optimization – Focus on Applications
2. Structuring of the design models From the user viewpoint, UML-HPC structures the design of a scientific computing software package with the help of the following concepts: modules (HPCModule), methods (HPCMethod). These concepts are deliberately close to those currently envisioned by designers with Fortran language. With UML-HPC, we wanted to raise the level of abstraction in the design phase without radically changing the habits of developers. UMLHPC makes the distinction between the manipulated objects (HPCStaticElement) and the manipulating objects (HPCDynamicElement).
Computer-based simulations could not adequately mimic real-world, patient health care events characteristic of those found in physician office, clinical and hospital environments (Byrick & Wylands, 2009). In the mid to late 1980’s Gaba (1988) developed a simulator that allowed medical students to learn how to manage real-world, life threatening patient health events. Gaba’s simulator involved the use of patient mannequins that could be programmed to mimic a wide variety of human responses (from periods of health to end-stage disease).
Modifications to the system or process improvements can be tested. Once a model is created, investigators can experiment with it by making changes and observing the effects of these changes on the system’s behavior. Also, once the model is validated, it can be used to predict the system’s future behavior. In this way, the investigator can realize many of the benefits of system experimentation without disrupting the practice setting in which the system is implemented. Moreover, the modeling process frequently raises important additional questions about the system and its behavior.