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Full Description
This book provides a balanced and integrated presentation of modelling and simulation activity for both Discrete Event Dynamic Systems (DEDS) and Continuous Time Dynamic Systems (CYDS). The authors establish a clear distinction between the activity of modelling and that of simulation, maintaining this distinction throughout. The text offers a novel project-oriented approach for developing the modelling and simulation methodology, providing a solid basis for demonstrating the dependency of model structure and granularity on project goals. Comprehensive presentation of the verification and validation activities within the modelling and simulation context is also shown.
Contents
Fundamentals.- Introduction.- The Modelling and Simulation Process.- DEDS Modelling and Simulation.- DEDS Stochastic Behaviour and Data Modelling.- A Conceptual Modelling Framework for DEDS.- DEDS simulation Model Development.- Experimentation and Output Analysis.- CTDS Modelling and Simulation.- Modelling of Continuous Time Dynamic Systems.- Simulation with CTDS Models.- Optimization.- A1 Probability Primer.- A2 GPSS Primer.- A3 Open Desire Primer.