LEADER 05227nam 22006615 450 001 9910370256003321 005 20230810164727.0 010 $a3-030-18869-8 024 7 $a10.1007/978-3-030-18869-6 035 $a(CKB)4900000000505165 035 $a(DE-He213)978-3-030-18869-6 035 $a(MiAaPQ)EBC6005089 035 $a(PPN)242846408 035 $a(EXLCZ)994900000000505165 100 $a20200101d2019 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aModelling and Simulation $eExploring Dynamic System Behaviour /$fby Louis G. Birta, Gilbert Arbez 205 $a3rd ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (XVIII, 551 p. 329 illus., 31 illus. in color.) 225 1 $aSimulation Foundations, Methods and Applications,$x2195-2825 300 $aIncludes index. 311 $a3-030-18868-X 327 $aPart 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. 330 $aThis hands-on textbook/reference presents an introduction to the fundamental aspects of modelling and simulation, both for those wishing to learn about this methodology and also for those who have a need to apply it in their work. The text is supported by illustrative examples, drawn from projects formulated within the domains of discrete-event dynamic systems (DEDS) and continuous-time dynamic systems (CTDS). This updated new edition has been enhanced with new illustrative case studies, and additional examples demonstrating some new features and the effectiveness of the ABCmod conceptual modelling framework. Changes that facilitate the development of simulation models with ABSmod/J are illustrated. New material includes a presentation of the experimentation strategy called ?design of experiments? and three new chapters that explore the optimization-simulation interface. Topics and features: Presents a goal-based and project-oriented perspective of modelling and simulation Describes the ABCmod framework, an activity-based conceptual modelling framework for DEDS Examines the simulation-optimization interface in both the CTDS and DEDS domains Provides numerous illustrative examples, case studies and useful algorithms, as well as exercises and projects at the end of most chapters Includes appendices on probability and statistics, the GPSS programming environment, and relevant MATLAB features Provides supplementary software and teaching support material at an associated website, including lecture slides and a methodology for organizing student projects Serving as an essential guide to the foundations of modelling and simulation, this practical primer is ideal for senior undergraduate and junior graduate-level students. Also suitable for self-study, the book will be of great benefit to professionals seeking insight into the vast potential of this rapidly evolving problem-solving paradigm. 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. 410 0$aSimulation Foundations, Methods and Applications,$x2195-2825 606 $aComputer simulation 606 $aComputer graphics 606 $aEngineering mathematics 606 $aEngineering$xData processing 606 $aMathematics$xData processing 606 $aComputer Modelling 606 $aComputer Graphics 606 $aMathematical and Computational Engineering Applications 606 $aComputational Science and Engineering 615 0$aComputer simulation. 615 0$aComputer graphics. 615 0$aEngineering mathematics. 615 0$aEngineering$xData processing. 615 0$aMathematics$xData processing. 615 14$aComputer Modelling. 615 24$aComputer Graphics. 615 24$aMathematical and Computational Engineering Applications. 615 24$aComputational Science and Engineering. 676 $a003.3 700 $aBirta$b Louis G$4aut$4http://id.loc.gov/vocabulary/relators/aut$01061379 702 $aArbez$b Gilbert$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910370256003321 996 $aModelling and Simulation$92518658 997 $aUNINA