Modelling and simulation: exploring dynamic system behaviour
Birta, Louis G.
Modelling and simulation: exploring dynamic system behaviour - 3rd - Switzerland Springer 2019 - xviii, 551 p.
About this book
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.
9783030188719
Computer simulation
Discrete-time systems
Computer graphics
Engineering mathematics
Computer science
Computer science--Mathematics
003.3 / BIR
Modelling and simulation: exploring dynamic system behaviour - 3rd - Switzerland Springer 2019 - xviii, 551 p.
About this book
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.
9783030188719
Computer simulation
Discrete-time systems
Computer graphics
Engineering mathematics
Computer science
Computer science--Mathematics
003.3 / BIR