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Stochastic Simulation Optimization For Discrete Event Systems: Perturbation Analysis, Ordinal Optimization And Beyond

af Chun-hung Chen, Qing-shan Jia, Loo Hay Lee ...

Discrete event systems (DES) have become pervasive in our daily lives. Examples include (but are not restricted to) manufacturing and supply chains, transportation, healthcare, call centers, and financial engineering. However, due to their complexities that often involve millions or even billions of events with many variables and constraints, modeling these stochastic simulations has long been a ... Læs mere

275,99 kr.

Discrete event systems (DES) have become pervasive in our daily lives. Examples include (but are not restricted to) manufacturing and supply chains, transportation, healthcare, call centers, and financial engineering. However, due to their complexities that often involve millions or even billions of events with many variables and constraints, modeling these stochastic simulations has long been a
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Applied Probability

From Random Sequences to Stochastic Processes

af Valérie Girardin, Nikolaos Limnios ...

This textbook addresses postgraduate students in applied mathematics, probability, and statistics, as well as computer scientists, biologists, physicists and economists, who are seeking a rigorous introduction to applied stochastic processes. Pursuing a pedagogic approach, the content follows a path of increasing complexity, from the simplest random sequences to the advanced stochastic processes. ... Læs mere

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This textbook addresses postgraduate students in applied mathematics, probability, and statistics, as well as computer scientists, biologists, physicists and economists, who are seeking a rigorous introduction to applied stochastic processes. Pursuing a pedagogic approach, the content follows a path of increasing complexity, from the simplest random sequences to the advanced stochastic processes.
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New Models and Methods in Dynamic Portfolio Optimization

af Lijun Bo, Xiang Yu ...

Serier Bog 7 - Series in Quantitative Finance
This book presents some new models and methods in the context of dynamical portfolio optimization. It encapsulates the authors' recent progress in their research on several interesting, featured issues of dynamic portfolio optimization problems with default contagion, tracking benchmark, consumption habit, and reinforcement learning.These models include the default contagion model with infinite ... Læs mere

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This book presents some new models and methods in the context of dynamical portfolio optimization. It encapsulates the authors' recent progress in their research on several interesting, featured issues of dynamic portfolio optimization problems with default contagion, tracking benchmark, consumption habit, and reinforcement learning.These models include the default contagion model with infinite
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Methods And Applications Of White Noise Analysis In Interdisciplinary Sciences

af Christopher C Bernido, Maria Victoria Carpio-bernido ...

Analysis, modeling, and simulation for better understanding of diverse complex natural and social phenomena often require powerful tools and analytical methods. Tractable approaches, however, can be developed with mathematics beyond the common toolbox. This book presents the white noise stochastic calculus, originated by T Hida, as a novel and powerful tool in investigating physical and social ... Læs mere

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Analysis, modeling, and simulation for better understanding of diverse complex natural and social phenomena often require powerful tools and analytical methods. Tractable approaches, however, can be developed with mathematics beyond the common toolbox. This book presents the white noise stochastic calculus, originated by T Hida, as a novel and powerful tool in investigating physical and social
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Empirical Macroeconomics and Statistical Uncertainty

Spatial and Temporal Disaggregation of Regional Economic Indicators

af Mateusz Pipień, Sylwia Roszkowska ...

Serier serie Routledge Studies in the European Economy
This book addresses one of the most important research activities in empirical macroeconomics. It provides a course of advanced but intuitive methods and tools enabling the spatial and temporal disaggregation of basic macroeconomic variables and the assessment of the statistical uncertainty of the outcomes of disaggregation.The empirical analysis focuses mainly on GDP and its growth in the context ... Læs mere

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Introduction to Queueing Systems with Telecommunication Applications

af Laszlo Lakatos, Laszlo Szeidl, Miklos Telek ...

The book is composed of two main parts: mathematical background and queueing systems with applications. The mathematical background is a self containing introduction to the stochastic processes of the later studies queueing systems. It starts with a quick introduction to probability theory and stochastic processes and continues with chapters on Markov chains and regenerative processes. More recent ... Læs mere

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Introduction to Queueing Systems with Telecommunication Applications

af László Lakatos, László Szeidl, Miklós Telek ...

The book is the extended and revised version of the 1st edition and is composed of two main parts: mathematical background and queueing systems with applications. The mathematical background is a self-containing introduction to the stochastic processes of the later studied queueing systems. It starts with a quick introduction to probability theory and stochastic processes and continues with ... Læs mere

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Infinite Dimensional Analysis, Quantum Probability and Applications

QP41 Conference, Al Ain, UAE, March 28–April 1, 2021

Redigeret af Luigi Accardi, Farrukh Mukhamedov, Ahmed Al Rawashdeh ...

Serier serie Springer Nature Proceedings excluding Computer Science
This proceedings volume gathers selected, peer-reviewed papers presented at the 41st International Conference on Infinite Dimensional Analysis, Quantum Probability and Related Topics (QP41) that was virtually held at the United Arab Emirates University (UAEU) in Al Ain, Abu Dhabi, from March 28th to April 1st, 2021. The works cover recent developments in quantum probability and infinite ... Læs mere

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The Parabolic Anderson Model

Random Walk in Random Potential

af Wolfgang König ...

Serier serie Pathways in Mathematics
This is a comprehensive survey on the research on the parabolic Anderson model – the heat equation with random potential or the random walk in random potential – of the years 1990 – 2015. The investigation of this model requires a combination of tools from probability (large deviations, extreme-value theory, e.g.) and analysis (spectral theory for the Laplace operator with potential, variational ... Læs mere

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This is a comprehensive survey on the research on the parabolic Anderson model – the heat equation with random potential or the random walk in random potential – of the years 1990 – 2015. The investigation of this model requires a combination of tools from probability (large deviations, extreme-value theory, e.g.) and analysis (spectral theory for the Laplace operator with potential, variational
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Probabilistic Spiking Neuronal Nets

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af Antonio Galves, Eva Löcherbach, Christophe Pouzat ...

Serier serie Mathematics and Statistics (R0)
This book provides a self-contained introduction to a new class of stochastic models for systems of spiking neurons. These systems have a large number of interacting components, each one evolving as a stochastic process with a memory of variable length. Several mathematical tools are put to use, such as Markov chains, stochastic chains having memory of variable length, point processes having ... Læs mere

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This book provides a self-contained introduction to a new class of stochastic models for systems of spiking neurons. These systems have a large number of interacting components, each one evolving as a stochastic process with a memory of variable length. Several mathematical tools are put to use, such as Markov chains, stochastic chains having memory of variable length, point processes having
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Dynamic Markov Bridges and Market Microstructure

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af Umut Çetin, Albina Danilova ...

Serier Bog 90 - Probability Theory and Stochastic Modelling
This book undertakes a detailed construction of Dynamic Markov Bridges using a combination of theory and real-world applications to drive home important concepts and methodologies. In Part I, theory is developed using tools from stochastic filtering, partial differential equations, Markov processes, and their interplay. Part II is devoted to the applications of the theory developed in Part I to ... Læs mere

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A First Course in Probability for Computer and Data Science

af Henk Tijms ...

In this undergraduate text, the author has distilled the core of probabilistic ideas and methods for computer and data science. The book emphasizes probabilistic and computational thinking rather than theorems and proofs. It provides insights and motivates the students by telling them why probability works and how to apply it.The unique features of the book are as follows:This book contains many ... Læs mere

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Topics in Infinitely Divisible Distributions and Lévy Processes, Revised Edition

af Alfonso Rocha-Arteaga, Ken-iti Sato ...

Serier serie SpringerBriefs in Probability and Mathematical Statistics
This book deals with topics in the area of Lévy processes and infinitely divisible distributions such as Ornstein-Uhlenbeck type processes, selfsimilar additive processes and multivariate subordination. These topics are developed around a decreasing chain of classes of distributions Lm, m = 0,1,...,∞, from the class L0 of selfdecomposable distributions to the class L**∞ generated by stable ... Læs mere

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This book deals with topics in the area of Lévy processes and infinitely divisible distributions such as Ornstein-Uhlenbeck type processes, selfsimilar additive processes and multivariate subordination. These topics are developed around a decreasing chain of classes of distributions Lm, m = 0,1,...,∞, from the class L0 of selfdecomposable distributions to the class L**∞ generated by stable
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Counterexamples in Markov Decision Processes

af Alexey Piunovskiy ...

Serier Bog 6 - Series on Optimization and its Applications
Markov Decision Processes (MDPs) form a cornerstone of applied probability, with over 50 years of rich research history. Throughout this time, numerous foundational books and thousands of journal articles have shaped the field. The central objective of MDP theory is to identify the optimal control strategy for Markov random processes with discrete time. Interestingly, the best control strategies ... Læs mere

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Markov Decision Processes (MDPs) form a cornerstone of applied probability, with over 50 years of rich research history. Throughout this time, numerous foundational books and thousands of journal articles have shaped the field. The central objective of MDP theory is to identify the optimal control strategy for Markov random processes with discrete time. Interestingly, the best control strategies
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Control of Partial Differential Equations

af Jean-Michel Coron, Tatsien Li, Zhiqiang Wang ...

This book is mainly a collection of lecture notes for the 2021 LIASFMA International Graduate School on Applied Mathematics. It provides the readers some important results on the theory, the methods, and the application in the field of 'Control of Partial Differential Equations'. It is useful for researchers and graduate students in mathematics or control theory, and for mathematicians or ... Læs mere

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This book is mainly a collection of lecture notes for the 2021 LIASFMA International Graduate School on Applied Mathematics. It provides the readers some important results on the theory, the methods, and the application in the field of 'Control of Partial Differential Equations'. It is useful for researchers and graduate students in mathematics or control theory, and for mathematicians or
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Infinite Dimensional And Finite Dimensional Stochastic Equations And Applications In Physics

af Wilfried Grecksch, Hannelore Lisei ...

This volume contains survey articles on various aspects of stochastic partial differential equations (SPDEs) and their applications in stochastic control theory and in physics.The topics presented in this volume are:This book is intended not only for graduate students in mathematics or physics, but also for mathematicians, mathematical physicists, theoretical physicists, and science researchers ... Læs mere

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This volume contains survey articles on various aspects of stochastic partial differential equations (SPDEs) and their applications in stochastic control theory and in physics.The topics presented in this volume are:This book is intended not only for graduate students in mathematics or physics, but also for mathematicians, mathematical physicists, theoretical physicists, and science researchers
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Optimization Using Evolutionary Algorithms and Metaheuristics

Applications in Engineering

Redigeret af Kaushik Kumar, J. Paulo Davim ...

Serier serie Science, Technology, and Management
Recognized as a "Recommended" title by Choice for their April 2021 issue.Choice is a publishing unit at the Association of College & Research Libraries (ACR&L), a division of the American Library Association. Choice has been the acknowledged leader in the provision of objective, high-quality evaluations of nonfiction academic writing.Metaheuristic optimization is a higher-level procedure or ... Læs mere

557,80 kr.

Recognized as a "Recommended" title by Choice for their April 2021 issue.Choice is a publishing unit at the Association of College & Research Libraries (ACR&L), a division of the American Library Association. Choice has been the acknowledged leader in the provision of objective, high-quality evaluations of nonfiction academic writing.Metaheuristic optimization is a higher-level procedure or
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Commodities, Energy and Environmental Finance

Redigeret af Ronnie Sircar, Michael Ludkovski, René Aïd ...

Serier Bog 74 - Fields Institute Communications
This volume is a collection of chapters covering the latest developments in applications of financial mathematics and statistics to topics in energy, commodity financial markets and environmental economics. The research presented is based on the presentations and discussions that took place during the Fields Institute Focus Program on Commodities, Energy and Environmental Finance in August 2013. ... Læs mere

420,24 kr.

This volume is a collection of chapters covering the latest developments in applications of financial mathematics and statistics to topics in energy, commodity financial markets and environmental economics. The research presented is based on the presentations and discussions that took place during the Fields Institute Focus Program on Commodities, Energy and Environmental Finance in August 2013.
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Coin-Turning, Random Walks and Inhomogeneous Markov Chains

af János Engländer, Stanislav Volkov ...

This research monograph explores new frontiers in Markov chains. Although time-homogeneous Markov chains are well understood, this is not at all the case with time-inhomogeneous ones. The book, after a review on the classical theory of homogeneous chains, including the electrical network approach, introduces several new models which involve inhomogeneous chains as well as related new types of ... Læs mere

608,49 kr.

This research monograph explores new frontiers in Markov chains. Although time-homogeneous Markov chains are well understood, this is not at all the case with time-inhomogeneous ones. The book, after a review on the classical theory of homogeneous chains, including the electrical network approach, introduces several new models which involve inhomogeneous chains as well as related new types of
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Nonequilibrium Statistical Mechanics I

Foundations and Modern Applications

af Carlos Mejía-Monasterio, Lamberto Rondoni ...

Serier serie Physics and Astronomy (R0)
This textbook offers a clear, unified introduction to nonequilibrium statistical mechanics. It combines the classical foundations of equilibrium and nonequilibrium thermodynamics with the field's latest advances. Key topics include Brownian motion, fluctuations theory, the Boltzmann equation, and probability measures in phase space. A common mathematical framework links linear-response theory, ... Læs mere

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This textbook offers a clear, unified introduction to nonequilibrium statistical mechanics. It combines the classical foundations of equilibrium and nonequilibrium thermodynamics with the field's latest advances. Key topics include Brownian motion, fluctuations theory, the Boltzmann equation, and probability measures in phase space. A common mathematical framework links linear-response theory,
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Stochastic Processes

An Introduction, Third Edition

af Peter Watts Jones, Peter Smith ...

Serier serie Chapman & Hall/CRC Texts in Statistical Science
Based on a well-established and popular course taught by the authors over many years, Stochastic Processes: An Introduction, Third Edition, discusses the modelling and analysis of random experiments, where processes evolve over time. The text begins with a review of relevant fundamental probability. It then covers gambling problems, random walks, and Markov chains. The authors go on to discuss ... Læs mere

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Based on a well-established and popular course taught by the authors over many years, Stochastic Processes: An Introduction, Third Edition, discusses the modelling and analysis of random experiments, where processes evolve over time. The text begins with a review of relevant fundamental probability. It then covers gambling problems, random walks, and Markov chains. The authors go on to discuss
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Advanced Probability Theory, Second Edition,

af Janos Galambos ...

Serier serie Probability: Pure and Applied
This work thoroughly covers the concepts and main results of probability theory, from its fundamental principles to advanced applications. This edition provides examples early in the text of practical problems such as the safety of a piece of engineering equipment or the inevitability of wrong conclusions in seemingly accurate medical tests for AIDS and cancer. ... Læs mere

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This work thoroughly covers the concepts and main results of probability theory, from its fundamental principles to advanced applications. This edition provides examples early in the text of practical problems such as the safety of a piece of engineering equipment or the inevitability of wrong conclusions in seemingly accurate medical tests for AIDS and cancer.
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Stochastic Processes with Applications to Finance

af Masaaki Kijima ...

Serier serie Chapman and Hall/CRC Financial Mathematics Series
Financial engineering has been proven to be a useful tool for risk management, but using the theory in practice requires a thorough understanding of the risks and ethical standards involved. Stochastic Processes with Applications to Finance, Second Edition presents the mathematical theory of financial engineering using only basic mathematical tools ... Læs mere

1.126,54 kr.

Financial engineering has been proven to be a useful tool for risk management, but using the theory in practice requires a thorough understanding of the risks and ethical standards involved. Stochastic Processes with Applications to Finance, Second Edition presents the mathematical theory of financial engineering using only basic mathematical tools
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An Introduction to Stochastic Processes with Applications to Biology

af Linda J. S. Allen ...

An Introduction to Stochastic Processes with Applications to Biology, Second Edition presents the basic theory of stochastic processes necessary in understanding and applying stochastic methods to biological problems in areas such as population growth and extinction, drug kinetics, two-species competition and predation, the spread of epidemics, and ... Læs mere

643,63 kr.

An Introduction to Stochastic Processes with Applications to Biology, Second Edition presents the basic theory of stochastic processes necessary in understanding and applying stochastic methods to biological problems in areas such as population growth and extinction, drug kinetics, two-species competition and predation, the spread of epidemics, and
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Sandsynlighed e-bøger

Stochastic Simulation Optimization For Discrete Event Systems: Perturbation Analysis, Ordinal Optimization And Beyond

Applied Probability

New Models and Methods in Dynamic Portfolio Optimization

Methods And Applications Of White Noise Analysis In Interdisciplinary Sciences

Empirical Macroeconomics and Statistical Uncertainty

Introduction to Queueing Systems with Telecommunication Applications

Introduction to Queueing Systems with Telecommunication Applications

Infinite Dimensional Analysis, Quantum Probability and Applications

The Parabolic Anderson Model

Probabilistic Spiking Neuronal Nets

Dynamic Markov Bridges and Market Microstructure

A First Course in Probability for Computer and Data Science

Topics in Infinitely Divisible Distributions and Lévy Processes, Revised Edition

Counterexamples in Markov Decision Processes

Control of Partial Differential Equations

Infinite Dimensional And Finite Dimensional Stochastic Equations And Applications In Physics

Optimization Using Evolutionary Algorithms and Metaheuristics

Commodities, Energy and Environmental Finance

Coin-Turning, Random Walks and Inhomogeneous Markov Chains

Nonequilibrium Statistical Mechanics I

Stochastic Processes

Advanced Probability Theory, Second Edition,

Stochastic Processes with Applications to Finance

An Introduction to Stochastic Processes with Applications to Biology