Automatic Algorithm Selection For Complex Simulation Problems

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Automatic Algorithm Selection For Complex Simulation Problems

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Author : Roland Ewald
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-11-20

Automatic Algorithm Selection For Complex Simulation Problems written by Roland Ewald and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-11-20 with Computers categories.

To select the most suitable simulation algorithm for a given task is often difficult. This is due to intricate interactions between model features, implementation details, and runtime environment, which may strongly affect the overall performance. An automated selection of simulation algorithms supports users in setting up simulation experiments without demanding expert knowledge on simulation. Roland Ewald analyzes and discusses existing approaches to solve the algorithm selection problem in the context of simulation. He introduces a framework for automatic simulation algorithm selection and describes its integration into the open-source modelling and simulation framework James II. Its selection mechanisms are able to cope with three situations: no prior knowledge is available, the impact of problem features on simulator performance is unknown, and a relationship between problem features and algorithm performance can be established empirically. The author concludes with an experimental evaluation of the developed methods.

Identifying And Harnessing Concurrency For Parallel And Distributed Network Simulation

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Author : Andelfinger, Philipp Josef
language : en
Publisher: KIT Scientific Publishing
Release Date : 2016-07-28

Identifying And Harnessing Concurrency For Parallel And Distributed Network Simulation written by Andelfinger, Philipp Josef and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-28 with Electronic computers. Computer science categories.

Although computer networks are inherently parallel systems, the parallel execution of network simulations on interconnected processors frequently yields only limited benefits. In this thesis, methods are proposed to estimate and understand the parallelization potential of network simulations. Further, mechanisms and architectures for exploiting the massively parallel processing resources of modern graphics cards to accelerate network simulations are proposed and evaluated.

Analytical Methods In Statistics

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Author : Matúš Maciak
language : en
Publisher: Springer Nature
Release Date : 2020-07-19

Analytical Methods In Statistics written by Matúš Maciak and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-19 with Mathematics categories.

This book collects peer-reviewed contributions on modern statistical methods and topics, stemming from the third workshop on Analytical Methods in Statistics, AMISTAT 2019, held in Liberec, Czech Republic, on September 16-19, 2019. Real-life problems demand statistical solutions, which in turn require new and profound mathematical methods. As such, the book is not only a collection of solved problems but also a source of new methods and their practical extensions. The authoritative contributions focus on analytical methods in statistics, asymptotics, estimation and Fisher information, robustness, stochastic models and inequalities, and other related fields; further, they address e.g. average autoregression quantiles, neural networks, weighted empirical minimum distance estimators, implied volatility surface estimation, the Grenander estimator, non-Gaussian component analysis, meta learning, and high-dimensional errors-in-variables models.

Digital Twins Simulation And The Metaverse

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Author : Michael Grieves
language : en
Publisher: Springer Nature
Release Date : 2024-10-25

Digital Twins Simulation And The Metaverse written by Michael Grieves and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-25 with Computers categories.

Dive into the fascinating world of Digital Twins, Simulation, and the Metaverse, where the virtual/digital and physical worlds collide and reshape industries. This book offers an insightful exploration of the revolutionary applications of these technologies, promising to ignite your imagination and inspire innovation. The topics described in this book represent a groundbreaking exploration of the synergistic relationship between digital twins, simulation, and the metaverse, as well as their transformative impact across various sectors. In addition to presenting theoretical discussions and experimental findings, this book focuses on real-life applications and illuminates the path for future research. This makes it a must-read for both industry and academia keen on understanding and harnessing the power of the emerging technologies. Topics and features: Discover from top thought leaders the predictions of how digital twins, simulation, and metaverses will evolve in direction, requirements, and capabilities Exploit the understanding of how digital-twin metaverses will revolutionize the effectiveness and efficiency of 21st-century work Explore cutting-edge, real-life applications of digital twins, simulation, and the metaverse (spanning a diverse array of industries and sectors) Understand the different views and perspectives of digital twins and metaverses shared by academia, industry, and government authors from around the world Learn how to harness the power of simulation in the world of digital twins and metaverses This unique volume consists of works from internationally renowned experts representing a diverse array of industries and sectors. It will be eminently suitable for researchers and practitioners working on modeling and simulation, digital twins, and the metaverse. Furthermore, this volume will serve as a valuable reference for executives and decision makers who are looking to leverage these cutting-edge technologies to expand their businesses, develop industrial and national strategies, and support future missions.

Applied Mechanics Mechatronics Automation System Simulation

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Author : J.Y. Liang
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2012-09-26

Applied Mechanics Mechatronics Automation System Simulation written by J.Y. Liang and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-26 with Technology & Engineering categories.

Selected, peer reviewed papers from the 2012 International Applied Mechanics, Mechatronics Automation & System Simulation Meeting (AMMASS 2012), June 24-26, 2012, Hangzhou, Zhejiang, China

Soviet Automatic Control

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Author :
language : en
Publisher:
Release Date : 1982

Soviet Automatic Control written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with Automatic control categories.

Low Cost Automation

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Author : A. De Carli
language : en
Publisher: Pergamon
Release Date : 1991

Low Cost Automation written by A. De Carli and has been published by Pergamon this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Technology & Engineering categories.

The Symposium sought to cover a number of methods used to achieve low cost automation in industry today. The first half of the volume deals with the techniques developed to provide a low cost alternative; these include computer-aided design, electrical devices, P I D controllers, modelling, petri nets and systems. A further section covers components and instruments which affect such things as reliability aspects and new instrumentation. The papers in the second half of the volume cover the applications of the aforementioned techniques and are applied in general purpose control strategies, manufacturing and factory automation, and computer networks.

Modeling And Simulation

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Author :
language : en
Publisher:
Release Date : 1983

Modeling And Simulation written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Computer simulation categories.

Automatic Documentation And Mathematical Linguistics

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Author :
language : en
Publisher:
Release Date : 1998

Automatic Documentation And Mathematical Linguistics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Computational linguistics categories.

Proceedings Of The 14th International Conference On Flexible Automation And Intelligent Manufacturing Vol 2 Intelligent Manufacturing

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Author : Lihui Wang
language : en
Publisher: NRC Research Press
Release Date : 2004

Proceedings Of The 14th International Conference On Flexible Automation And Intelligent Manufacturing Vol 2 Intelligent Manufacturing written by Lihui Wang and has been published by NRC Research Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Technology & Engineering categories.