LEADER 06189nam 22006495 450 001 9910254832603321 005 20200629144314.0 010 $a3-319-64182-4 024 7 $a10.1007/978-3-319-64182-9 035 $a(CKB)3710000001631412 035 $a(DE-He213)978-3-319-64182-9 035 $a(MiAaPQ)EBC4987586 035 $a(PPN)203851862 035 $a(EXLCZ)993710000001631412 100 $a20170828d2017 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Modeling and Simulation $eSeminal Research from 50 Years of Winter Simulation Conferences /$fedited by Andreas Tolk, John Fowler, Guodong Shao, Enver Yücesan 205 $a1st ed. 2017. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2017. 215 $a1 online resource (XII, 355 p. 35 illus., 6 illus. in color.) 225 1 $aSimulation Foundations, Methods and Applications,$x2195-2817 311 $a3-319-64181-6 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aA Brief Introduction to the Winter Simulation Conference -- Model is a Verb -- Model Calibration -- Validating Emergent Behavior in Complex Systems -- Input Model Risk -- Evolution of Simulation Languages -- A Brief History of Time Warp -- Design and Analysis of Simulation Experiments: Tutorial -- Better Big Data via Data Farming Experiments -- Bayesian Belief Models in Simulation-Based Decision Making -- Simulation Optimization under Input Model Uncertainty -- Parallel Ranking and Selection -- A History of Military Computer Simulation -- Modeling and Analysis of Semiconductor Manufacturing -- Social and Behavioral Simulation -- Analysis of M&S Literature Published in the Proceedings of the Winter Simulation Conference from 1981 to 2016. 330 $aThis broad-ranging text/reference presents a fascinating review of the state of the art of modeling and simulation, highlighting both the seminal work of preeminent authorities and exciting developments from promising young researchers in the field. Celebrating the 50th anniversary of the Winter Simulation Conference (WSC), the premier international forum for disseminating recent advances in the field of system simulation, the book showcases the historical importance of this influential conference while also looking forward to a bright future for the simulation community. Topics and features: Examines the challenge of constructing valid and efficient models, emphasizing the benefits of the process of simulation modeling Discusses model calibration, input model risk, and approaches to validating emergent behaviors in large-scale compl ex systems with non-linear interactions Reviews the evolution of simulation languages, and the history of the Time Warp algorithm Offers a focus on the design and analysis of simulation experiments under various goals, and describes how data can be ?farmed? to support decision making Provides a comprehensive overview of Bayesian belief models for simulation-based decision making, and introduces a model for ranking and selection in cloud computing Highlights how input model uncertainty impacts simulation optimization, and proposes an approach to quantify and control the impact of input model risk Surveys the applications of simulation in semiconductor manufacturing, in social and behavioral modeling, and in military planning and training Presents data analysis on the publications from the Winter Simulation Conference, offering a big-data perspective on the significant impact of the conference This informative and inspiring volume will appeal to all academics and professionals interested in computational and mathematical modeling and simulation, as well as to graduate students on the path to form the next generation of WSC pioneers. Dr. Andreas Tolk is a Technology Integrator at The MITRE Corporation, Hampton, VA, USA, and adjunct Professor at Old Dominion University, Norfolk, VA, USA. Dr. John Fowler is the Motorola Professor of Supply Chain Management in the W.P. Carey School of Business at Arizona State University, AZ, Tempe, USA. Dr. Guodong Shao is a Computer Scientist in the Systems Integration Division (SID) of the Engineering Laboratory (EL) at the National Institute of Standards and Technology (NIST), Gaithersburg, MD, USA. Dr. Enver Yücesan is a Professor of Operations Management at INSEAD, Fontainebleau, France. 410 0$aSimulation Foundations, Methods and Applications,$x2195-2817 606 $aComputer simulation 606 $aMathematical models 606 $aComputer-aided engineering 606 $aOperations research 606 $aManagement science 606 $aSimulation and Modeling$3https://scigraph.springernature.com/ontologies/product-market-codes/I19000 606 $aMathematical Modeling and Industrial Mathematics$3https://scigraph.springernature.com/ontologies/product-market-codes/M14068 606 $aComputer-Aided Engineering (CAD, CAE) and Design$3https://scigraph.springernature.com/ontologies/product-market-codes/I23044 606 $aOperations Research, Management Science$3https://scigraph.springernature.com/ontologies/product-market-codes/M26024 615 0$aComputer simulation. 615 0$aMathematical models. 615 0$aComputer-aided engineering. 615 0$aOperations research. 615 0$aManagement science. 615 14$aSimulation and Modeling. 615 24$aMathematical Modeling and Industrial Mathematics. 615 24$aComputer-Aided Engineering (CAD, CAE) and Design. 615 24$aOperations Research, Management Science. 676 $a003.3 702 $aTolk$b Andreas$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aFowler$b John$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aShao$b Guodong$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aYücesan$b Enver$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910254832603321 996 $aAdvances in Modeling and Simulation$92538881 997 $aUNINA