Louis G. Birta, Gilbert Arbez

Modelling and Simulation (eBook, PDF)

Exploring Dynamic System Behaviour

• Format: PDF

Produktbeschreibung

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). Within the context of foundation material, the authors establish a clear distinction between the activity of modelling and that of simulation, and carefully maintain 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. This book is oriented to students taking a first course in modelling and simulation at either senior undergraduate and junior graduate levels.

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Produktdetails

• Verlag: Springer London
• Seitenzahl: 454
• Erscheinungstermin: 14. Oktober 2007
• Englisch
• ISBN-13: 9781846286223
• Artikelnr.: 44129911

Autorenporträt

Louis G. Birta is Professor Emeritus at the University of Ottawa, School of Electrical Engineering and Computer Science. Gilbert Arbez is an Assistant Professor in the School of Electrical Engineering and Computer Science, at the University of Ottawa, ON, Canada.

Inhaltsangabe

Part I: Fundamentals.- Introduction.- Modelling and Simulation Fundamentals.- Part II: DEDS Modelling and Simulation.- DEDS Stochastic Behaviour and Modelling.- A Conceptual Modelling Framework for DEDS.- DEDS Simulation Model Development.- The Activity-Object World View for DEDS.- Experimentation and Output Analysis.- Part III: CTDS Modelling and Simulation.- Modelling of Continuous Time Dynamic Systems.- Simulation with CTDS Models.- Part IV: Simulation Optimization.- Optimization Overview.- Simulation Optimization in the CTDS Domain.- Simulation Optimization in the DEDS Domain.- Appendix A: ABCmod Applications in M&S Projects.- Appendix B: Probability and Statistics Primer.- Appendix C: GPSS Primer.- Appendix D: MATLAB Primer.