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Simulation and Modelling



                      Notes         6.   Distributed models run on a network of interconnected computers, possibly through the
                                         Internet. Simulations dispersed across multiple host computers like this are often referred
                                         to as  “distributed simulations”. There are several standards for distributed simulation,
                                         including Aggregate Level Simulation Protocol (ALSP), Distributed Interactive Simulation
                                         (DIS), the High Level Architecture (simulation) (HLA) and the Test and Training Enabling
                                         Architecture (TENA).

                                    CGI Computer Simulation

                                    Formerly, the output data from a computer simulation was occasionally presented in a table, or
                                    a matrix, showing how data was affected by numerous changes in the simulation parameters.
                                    The use of the matrix format was related to traditional use of the matrix concept in mathematical
                                    models; however, psychologists and others noted that humans could quickly perceive trends by
                                    looking at graphs or  even moving-images  or motion-pictures  generated from  the data,  as
                                    displayed  by computer-generated-imagery  (CGI) animation.  Although observers  couldn’t
                                    necessarily read out numbers, or spout math formulas, from observing a moving weather chart,
                                    they might be able to predict events (and “see that rain was headed their way”), much faster than
                                    scanning tables of rain-cloud coordinates. Such intense graphical displays, which transcended
                                    the world of numbers and formulae, sometimes also led to output that lacked a coordinate grid
                                    or omitted timestamps,  as if  straying too far from  numeric data  displays. Today,  weather
                                    forecasting models tend to balance the view of moving rain/snow clouds against a map that
                                    uses numeric coordinates and numeric timestamps of events.
                                    Likewise, CGI computer simulations of CAT scans can simulate how a tumor might shrink or
                                    change, during an extended period of medical treatment, presenting the passage of time as a
                                    spinning view of the visible human head, as the tumor changes.



                                       Did u know?  One more application of CGI computer simulations.
                                       One more applications of CGI computer simulations are being developed to graphically
                                       display large amounts of data, in motion, as changes occur during a simulation run.

                                    Computer Simulation in Science


                                                   Figure 10.5:  Computer Simulation  of the  Process of  Osmosis




























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