Modelling and Simulation: Exploring Dynamic System Behaviour (Simulation Foundations, Methods and Applications) - Hardcover

Birta, Louis G.; Arbez, Gilbert

Hardcover

ISBN 10: 144712782X ISBN 13: 9781447127826

Publisher: Springer, 2013

Synopsis

This textbook presents a practical introduction to the fundamental aspects of modelling and simulation. It provides the necessary foundations both for those wishing to learn about this methodology and also for those who have a need to apply it in their work. Illustrative examples are drawn from projects formulated within the domains of both DEDS and CTDS. Features: presents a project-oriented perspective; describes an activity-based conceptual modelling framework (ABCmod) for DEDS; includes a new chapter that presents a novel world view, the Activity-Object world view, which eases the translation of a conceptual model specification in the ABCmod framework into a simulation program; contains numerous illustrative examples, useful algorithms, exercises and projects; includes a primer on probability, a concise guide to the GPSS programming environment and an overview of relevant MATLAB features in the appendices; provides supplementary software and teaching support material at an associated website.

About this title

About the Author

Louis G. Birta is Professor Emeritus at the University of Ottawa School of Information Technology and Engineering, and Co-Associate Director of the McLeod Institute of Simulation Sciences.

Gilbert Arbez is a Teaching Associate in the School of Electrical Engineering and Computer Science, at the University of Ottawa, ON, Canada.

From the Back Cover

Modelling and simulation provides invaluable support for the design and evaluation of dynamic systems, offering multi-faceted tools that are unconstrained by discipline boundaries.

This fully updated and expanded new edition of Modelling and Simulation presents a practical introduction to the fundamental aspects of modelling and simulation. It provides the necessary foundations both for those wishing to learn about this methodology and also for those who have a need to apply it in their work. Illustrative examples are drawn from projects formulated within the domains of both discrete-event dynamic systems and continuous-time dynamic systems.

Topics and features:

• Presents a project-oriented (i.e., goal-based) perspective on modelling and simulation
• Describes an updated novel activity based conceptual modelling framework (the ABCmod framework) for discrete-event dynamic systems
• Includes a new chapter that presents a novel world view, the Activity-Object world view, which eases the translation of a conceptual model specification in the ABCmod framework into a simulation program
• Contains numerous illustrative examples and useful algorithms, in addition to exercises and projects at the end of most chapters
• Includes a primer on probability, a concise guide to the GPSS programming environment and an overview of relevant MATLAB features in the appendices
• Provides supplementary software and teaching support material at an associated website, including lecture slides and a methodology for organizing student projects

Students at the senior undergraduate or junior graduate level will find this hands-on textbook/reference to be an essential guide to the fundamentals of modelling and simulation. It is also ideally suited for self-study by professionals seeking insight into the vast potential of this rapidly evolving problem-solving paradigm.

Edition details

• Publisher: Springer
• Publication date: 2013
• Language: English
• ISBN 10: 144712782X
• ISBN 13: 9781447127826
• Binding: Hardcover
• Edition number: 2
• Number of pages: 456