Modelling and Simulation - Louis G. Birta, Gilbert Arbez

Modelling and Simulation

Exploring Dynamic System Behaviour
Buch | Hardcover
437 Seiten
2013 | 2nd ed. 2013
Springer London Ltd (Verlag)
978-1-4471-2782-6 (ISBN)
90,94 inkl. MwSt
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This book provides an essential foundation in Modelling and Simulation, intended for students in introductory courses, and for self-study by professionals and others interested in the features and potential of this rapidly evolving problem-solving paradigm.
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.

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.

Part I: Fundamentals

Introduction

The Modelling and Simulation Process

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

Optimization

Probability Primer

GPSS Primer

MATLAB Primer

Erscheint lt. Verlag 21.10.2013
Reihe/Serie Simulation Foundations, Methods and Applications
Zusatzinfo 4 Illustrations, color; 184 Illustrations, black and white; XVIII, 437 p. 188 illus., 4 illus. in color.
Verlagsort England
Sprache englisch
Maße 155 x 235 mm
Gewicht 8041 g
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Mathematik / Informatik Informatik Software Entwicklung
Mathematik / Informatik Informatik Theorie / Studium
Mathematik / Informatik Mathematik
Wirtschaft
Schlagworte Computergrafik • Computersimulation
ISBN-10 1-4471-2782-X / 144712782X
ISBN-13 978-1-4471-2782-6 / 9781447127826
Zustand Neuware
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