Advances in Modeling and Simulation: Seminal Research from - download pdf or read online

By Andreas Tolk,John Fowler,Guodong Shao,Enver Yücesan

ISBN-10: 3319641816

ISBN-13: 9783319641812

​This broad-ranging text/reference provides a desirable assessment of the cutting-edge of modeling and simulation, highlighting either the seminal paintings of preeminent gurus and interesting advancements from promising younger researchers within the box. Celebrating the fiftieth anniversary of the wintry weather Simulation convention (WSC), the most suitable foreign discussion board for disseminating contemporary advances within the box of procedure simulation, the ebook showcases the ancient value of this influential convention whereas additionally awaiting a shiny destiny for the simulation community.

Topics and contours: examines the problem of making legitimate and effective versions, emphasizing the advantages of the method of simulation modeling; discusses version calibration, enter version hazard, and techniques to validating emergent behaviors in large-scale advanced structures with non-linear interactions; experiences the evolution of simulation languages, and the historical past of the Time Warp set of rules; bargains a spotlight at the layout and research of simulation experiments less than a number of pursuits, and describes how information should be “farmed” to aid determination making; presents a complete evaluate of Bayesian trust types for simulation-based choice making, and introduces a version for rating and choice in cloud computing; highlights how enter version uncertainty affects simulation optimization, and proposes an method of quantify and regulate the impression of enter version threat; surveys the purposes of simulation in semiconductor production, in social and behavioral modeling, and in army making plans and coaching; offers facts research at the courses from the wintry weather Simulation convention, providing a big-data viewpoint at the major impression of the conference.

This informative and encouraging quantity will entice all lecturers and execs attracted to computational and mathematical modeling and simulation, in addition to to graduate scholars at the route to shape the subsequent iteration of WSC pioneers.

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Advances in Modeling and Simulation: Seminal Research from 50 Years of Winter Simulation Conferences (Simulation Foundations, Methods and Applications) by Andreas Tolk,John Fowler,Guodong Shao,Enver Yücesan

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