Automatic Algorithm Selection For Complex Simulation Problems
DOWNLOAD
Download Automatic Algorithm Selection For Complex Simulation Problems PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Automatic Algorithm Selection For Complex Simulation Problems book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Automatic Algorithm Selection For Complex Simulation Problems
DOWNLOAD
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.
Hypothesis Driven Simulation Studies
DOWNLOAD
Author : Fabian Lorig
language : en
Publisher: Springer
Release Date : 2019-08-16
Hypothesis Driven Simulation Studies written by Fabian Lorig and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-16 with Computers categories.
Fabian Lorig develops a procedure model for hypothesis-driven simulation studies which supports the design, conducting, and analysis of simulation experiments. It is aimed at facilitating the execution of simulation studies with regard to the replicability and reproducibility of the results. In comparison to existing models, this approach is based on a formally specified hypothesis. Each step of the simulation study can be adapted to the central hypothesis and performed in such a way that it can optimally contribute to the verification and thus to the confirmation or rejection of the hypothesis.
Identifying And Harnessing Concurrency For Parallel And Distributed Network Simulation
DOWNLOAD
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
DOWNLOAD
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
DOWNLOAD
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.
Automated Machine Learning
DOWNLOAD
Author : Frank Hutter
language : en
Publisher: Springer
Release Date : 2019-05-17
Automated Machine Learning written by Frank Hutter and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-17 with Computers categories.
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML methods that can be used easily and without expert knowledge. However, many of the recent machine learning successes crucially rely on human experts, who manually select appropriate ML architectures (deep learning architectures or more traditional ML workflows) and their hyperparameters. To overcome this problem, the field of AutoML targets a progressive automation of machine learning, based on principles from optimization and machine learning itself. This book serves as a point of entry into this quickly-developing field for researchers and advanced students alike, as well as providing a reference for practitioners aiming to use AutoML in their work.
Measuring Technology And Mechatronics Automation
DOWNLOAD
Author : Zhixiang Hou
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2011-02-02
Measuring Technology And Mechatronics Automation written by Zhixiang Hou 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 2011-02-02 with Technology & Engineering categories.
Selected, peer reviewed papers from the Third International Conference on Measuring Technology and Mechatronics Automation (ICMTMA), held in Shanghai, China, Jan 6-7, 2011
Automatic Program Development
DOWNLOAD
Author : Olivier Danvy
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-01-12
Automatic Program Development written by Olivier Danvy 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 2008-01-12 with Computers categories.
This work, a tribute to renowned researcher Robert Paige, is a collection of revised papers published in his honor in the Higher-Order and Symbolic Computation Journal in 2003 and 2005. Among them there are two key papers: a retrospective view of his research lines, and a proposal for future studies in the area of the automatic program derivation. The book also includes some papers by members of the IFIP Working Group 2.1 of which Bob was an active member.
Mechatronics And Automation Technology
DOWNLOAD
Author : J. Xu
language : en
Publisher: IOS Press
Release Date : 2023-01-04
Mechatronics And Automation Technology written by J. Xu and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-04 with Technology & Engineering categories.
With the development of science and technology, mechatronics and automation have changed the face of the traditional machinery manufacturing industry and become an important aspect of information technology and modern industrial production, with a huge impact in many diverse fields such as manufacturing, robotics, automation, the automobile industry and biomedicine. This book contains the proceedings of ICMAT 2022, the 2022 International Conference on Mechatronics and Automation Technology, held as a virtual event due to restrictions related to the COVID-19 pandemic, and hosted in Wuhan, China on 29 and 30 October 2022. The ICMAT conference is an ideal platform for bringing together researchers, practitioners, scholars, academics and engineers from all around the world to exchange the latest research results and stimulate scientific innovations. The conference received a total of 117 submissions, of which 82 papers were accepted for presentation and publication after a rigorous process of peer-review. The topics covered include mechanical manufacturing and equipment, robotics, information technology, automation technology, automotive systems, biomedicine and other related fields. The book provides an overview of technologies and applications in mechatronics and automation technology, as well as current research and development, and will be of interest to researchers, engineers, and educators working in the field.
Virtual And Adaptive Environments
DOWNLOAD
Author : Lawrence J. Hettinger
language : en
Publisher: CRC Press
Release Date : 2003-06-01
Virtual And Adaptive Environments written by Lawrence J. Hettinger and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-01 with Technology & Engineering categories.
With contributions from a collection of authors consisting of many recognizable experts in the field of virtual and adaptive environments, as well as many up and coming young researchers, this book illustrates the many ways in which psychological science contributes to and benefits from the increased development and application of these nascent systems. Discussing issues from both a user- and technology-based standpoint, the volume examins the use of human perception, cognition, and behavior. The book builds a foundation on the assumption that these systems are first and foremost human-centered technologies, in that their purpose is to complement and extend human capabilities across a wide variety of domains.