By Andreas Tolk,John Fowler,Guodong Shao,Enver Yücesan
This broad-ranging text/reference offers a desirable overview of the state-of-the-art of modeling and simulation, highlighting either the seminal paintings of preeminent gurus and intriguing advancements from promising younger researchers within the box. Celebrating the fiftieth anniversary of the wintry weather Simulation convention (WSC), the foremost foreign discussion board for disseminating fresh advances within the box of procedure simulation, the ebook showcases the old significance of this influential convention whereas additionally waiting for a shiny destiny for the simulation community.
Topics and lines: examines the problem of creating legitimate and effective types, emphasizing the advantages of the method of simulation modeling; discusses version calibration, enter version probability, and ways to validating emergent behaviors in large-scale advanced platforms with non-linear interactions; reports the evolution of simulation languages, and the heritage of the Time Warp set of rules; bargains a spotlight at the layout and research of simulation experiments lower than a number of pursuits, and describes how facts should be “farmed” to aid selection making; presents a complete evaluate of Bayesian trust versions for simulation-based determination 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 keep an eye on the effect of enter version threat; surveys the purposes of simulation in semiconductor production, in social and behavioral modeling, and in army making plans and coaching; provides info research at the courses from the iciness Simulation convention, providing a big-data standpoint at the major effect of the conference.
This informative and encouraging quantity will entice all lecturers and execs drawn to computational and mathematical modeling and simulation, in addition to to graduate scholars at the route to shape the subsequent iteration of WSC pioneers.
Read or Download Advances in Modeling and Simulation: Seminal Research from 50 Years of Winter Simulation Conferences (Simulation Foundations, Methods and Applications) PDF
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