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Advances in Modeling and Simulation: Seminal Research from 50 Years of Winter Simulation Conferences (Simulation Foundations, Methods and Applications) free ebook download

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Author(s):	Andreas Tolk

Date:	2017	Format:	pdf	Language:	English	ISBN/ASIN:	3319641816
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	tvladb77	Upload Date:	5/18/2020 1:06:21 PM

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?This 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 complex 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.

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Tags: Advances Applications Conferences Foundations Methods Modeling Research Seminal Simulation Winter

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Advances in Modeling and Simulation: Seminal Research from 50 Years of Winter Simulation Conferences (Simulation Foundations, Methods and Applications) free ebook download

Category: Model Engineering

Description: Click to see full description

Category:
Model Engineering