Theory And Applications Of Monte Carlo Simulations
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Theory And Applications Of Monte Carlo Simulations
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Author : Wai Kin (Victor) Chan
language : en
Publisher: BoD – Books on Demand
Release Date : 2013-03-06
Theory And Applications Of Monte Carlo Simulations written by Wai Kin (Victor) Chan and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-06 with Computers categories.
The purpose of this book is to introduce researchers and practitioners to recent advances and applications of Monte Carlo Simulation (MCS). Random sampling is the key of the MCS technique. The 11 chapters of this book collectively illustrates how such a sampling technique is exploited to solve difficult problems or analyze complex systems in various engineering and science domains. Issues related to the use of MCS including goodness-of-fit, uncertainty evaluation, variance reduction, optimization, and statistical estimation are discussed and examples of solutions are given. Novel applications of MCS are demonstrated in financial systems modeling, estimation of transition behavior of organic molecules, chemical reaction, particle diffusion, kinetic simulation of biophysics and biological data, and healthcare practices. To enlarge the accessibility of this book, both field-specific background materials and field-specific usages of MCS are introduced in most chapters. The aim of this book is to unify knowledge of MCS from different fields to facilitate research and new applications of MCS.
Theory Application And Implementation Of Monte Carlo Method In Science And Technology
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Author : Pooneh Saidi Bidokhti
language : en
Publisher: BoD – Books on Demand
Release Date : 2019-12-18
Theory Application And Implementation Of Monte Carlo Method In Science And Technology written by Pooneh Saidi Bidokhti and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-18 with Computers categories.
The Monte Carlo method is a numerical technique to model the probability of all possible outcomes in a process that cannot easily be predicted due to the interference of random variables. It is a technique used to understand the impact of risk, uncertainty, and ambiguity in forecasting models. However, this technique is complicated by the amount of computer time required to achieve sufficient precision in the simulations and evaluate their accuracy. This book discusses the general principles of the Monte Carlo method with an emphasis on techniques to decrease simulation time and increase accuracy.
Risk And Reliability Analysis Theory And Applications
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Author : Paolo Gardoni
language : en
Publisher: Springer
Release Date : 2017-02-24
Risk And Reliability Analysis Theory And Applications written by Paolo Gardoni and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-24 with Technology & Engineering categories.
This book presents a unique collection of contributions from some of the foremost scholars in the field of risk and reliability analysis. Combining the most advanced analysis techniques with practical applications, it is one of the most comprehensive and up-to-date books available on risk-based engineering. All the fundamental concepts needed to conduct risk and reliability assessments are covered in detail, providing readers with a sound understanding of the field and making the book a powerful tool for students and researchers alike. This book was prepared in honor of Professor Armen Der Kiureghian, one of the fathers of modern risk and reliability analysis.
Software Engineering And Knowledge Engineering Theory And Practice
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Author : Yanwen Wu
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-02-01
Software Engineering And Knowledge Engineering Theory And Practice written by Yanwen Wu 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 2012-02-01 with Technology & Engineering categories.
The volume includes a set of selected papers extended and revised from the I2009 Pacific-Asia Conference on Knowledge Engineering and Software Engineering (KESE 2009) was held on December 19~ 20, 2009, Shenzhen, China. Volume 2 is to provide a forum for researchers, educators, engineers, and government officials involved in the general areas of Knowledge Engineering and Communication Technology to disseminate their latest research results and exchange views on the future research directions of these fields. 135 high-quality papers are included in the volume. Each paper has been peer-reviewed by at least 2 program committee members and selected by the volume editor Prof.Yanwen Wu. On behalf of the this volume, we would like to express our sincere appreciation to all of authors and referees for their efforts reviewing the papers. Hoping you can find lots of profound research ideas and results on the related fields of Knowledge Engineering and Communication Technology.
Theory Application And Implementation Of Monte Carlo Method In Science And Technology
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Author : Pooneh Saidi Bidokhti
language : en
Publisher:
Release Date : 2019
Theory Application And Implementation Of Monte Carlo Method In Science And Technology written by Pooneh Saidi Bidokhti and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
The Monte Carlo method is a numerical technique to model the probability of all possible outcomes in a process that cannot easily be predicted due to the interference of random variables. It is a technique used to understand the impact of risk, uncertainty, and ambiguity in forecasting models. However, this technique is complicated by the amount of computer time required to achieve sufficient precision in the simulations and evaluate their accuracy. This book discusses the general principles of the Monte Carlo method with an emphasis on techniques to decrease simulation time and increase accuracy.
Expert Systems Theory Applications
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Author : M. H. Hamza
language : en
Publisher: Anaheim ; Calgary : Acta Press
Release Date : 1989
Expert Systems Theory Applications written by M. H. Hamza and has been published by Anaheim ; Calgary : Acta Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Computers categories.
Theory And Applications Of Computational Chemistry 2008
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Author : Dong-Qing Wei
language : en
Publisher: American Institute of Physics
Release Date : 2009-04-03
Theory And Applications Of Computational Chemistry 2008 written by Dong-Qing Wei and has been published by American Institute of Physics this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-04-03 with Computers categories.
The TACC conference deals with the theoretical methods and application of computational chemistry. The theoretical aspects include development of computational and statistical techniques, quantum and statistical mechanical methods that could be used to solve complicated scientific problems, which will be applied to various fields of chemistry, physics and biology. Since the first applications of computer in chemistry in the early 1960s, “computational chemistry” has evolved today to be at the vanguard of most advances in chemistry, material science, physics, geology, biology and medicine. Its impact on chemistry can be noted from the fact that within four decades of its existence, five of the top ten most highly cited publications in 125 years of JACS are related to computational chemistry. Apart from technical advances in computers and algorithms, the phenomenal impact of computational chemistry is also due to the dedicated and sustained efforts of a large number of individuals who participated in this most important conference in this field.
Monte Carlo Methods And Models In Finance And Insurance
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Author : Ralf Korn
language : en
Publisher: CRC Press
Release Date : 2010-02-26
Monte Carlo Methods And Models In Finance And Insurance written by Ralf Korn and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-02-26 with Business & Economics categories.
Offering a unique balance between applications and calculations, Monte Carlo Methods and Models in Finance and Insurance incorporates the application background of finance and insurance with the theory and applications of Monte Carlo methods. It presents recent methods and algorithms, including the multilevel Monte Carlo method, the statistical Rom
Molecular Dynamics Simulations In Statistical Physics Theory And Applications
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Author : Hiqmet Kamberaj
language : en
Publisher: Springer Nature
Release Date : 2020-03-20
Molecular Dynamics Simulations In Statistical Physics Theory And Applications written by Hiqmet Kamberaj and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-20 with Science categories.
This book presents computer simulations using molecular dynamics techniques in statistical physics, with a focus on macromolecular systems. The numerical methods are introduced in the form of computer algorithms and can be implemented in computers using any desired computer programming language, such as Fortran 90, C/C++, and others. The book also explains how some of these numerical methods and their algorithms can be implemented in the existing computer programming software of macromolecular systems, such as the CHARMM program. In addition, it examines a number of advanced concepts of computer simulation techniques used in statistical physics as well as biological and physical systems. Discussing the molecular dynamics approach in detail to enhance readers understanding of the use of this method in statistical physics problems, it also describes the equations of motion in various statistical ensembles to mimic real-world experimental conditions. Intended for graduate students and research scientists working in the field of theoretical and computational biophysics, physics and chemistry, the book can also be used by postgraduate students of other disciplines, such as applied mathematics, computer sciences, and bioinformatics. Further, offering insights into fundamental theory, it as a valuable resource for expert practitioners and programmers and those new to the field.
Proceedings Of The 5th International Symposium On Uncertainty Quantification And Stochastic Modelling
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Author : José Eduardo Souza De Cursi
language : en
Publisher: Springer Nature
Release Date : 2020-08-19
Proceedings Of The 5th International Symposium On Uncertainty Quantification And Stochastic Modelling written by José Eduardo Souza De Cursi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-19 with Technology & Engineering categories.
This proceedings book discusses state-of-the-art research on uncertainty quantification in mechanical engineering, including statistical data concerning the entries and parameters of a system to produce statistical data on the outputs of the system. It is based on papers presented at Uncertainties 2020, a workshop organized on behalf of the Scientific Committee on Uncertainty in Mechanics (Mécanique et Incertain) of the AFM (French Society of Mechanical Sciences), the Scientific Committee on Stochastic Modeling and Uncertainty Quantification of the ABCM (Brazilian Society of Mechanical Sciences) and the SBMAC (Brazilian Society of Applied Mathematics).