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  • Performance Modeling and Design of Computer Systems

    Queueing Theory in Action

    由 Mor Harchol-Balter ……
    Tackling the questions that systems designers care about, this book brings queueing theory decisively back to computer science. The book is written with computer scientists and engineers in mind and is full of examples from computer systems, as well as manufacturing and operations research. Fun and readable, the book is highly approachable, even for undergraduates, while still being thoroughly …… 閱讀更多內容

    NT$2,879 TWD

  • MACHINE LEARNING. SUPERVISED LEARNING THROUGH R. SCIKIT LEARN

    由 César Pérez López ……
    The goal of supervised machine learning is to build a model that makes evidence-based predictions in the presence of uncertainty. A supervised learning algorithm takes a known set of input data and known responses to the data (output) and trains a model to generate reasonable predictions for the response to new data. Supervised learning uses classification and regression techniques to develop …… 閱讀更多內容

    NT$381 TWD

  • Arbitrage, Credit And Informational Risks

    由 Ying Jiao, Caroline Hillairet, Monique Jeanblanc ……
    系列 第 5 冊 - Peking University Series In Mathematics
    This book contains a collection of research papers in mathematical finance covering recent advances in arbitrage, credit and asymmetric information risks. These subjects have attracted academic and practical attention, in particular after the international financial crisis. The volume is split into three parts which treat each of these topics. …… 閱讀更多內容

    NT$992 TWD

  • Crowds In Equations: An Introduction To The Microscopic Modeling Of Crowds

    由 Bertrand Maury, Sylvain Faure ……
    系列 series Advanced Textbooks In Mathematics
    The book contains self-contained descriptions of existing models, accompanied by critical analyses of their properties both from a theoretical and practical standpoint. It aims to develop 'modeling skills' within the readers, giving them the ability to develop their own models and improve existing ones. Written in connection with a full, open source Python Library, this project also enables …… 閱讀更多內容

    NT$1,055 TWD

  • First Look At Stochastic Processes, A

    由 Jeffrey S Rosenthal ……
    This textbook introduces the theory of stochastic processes, that is, randomness which proceeds in time. Using concrete examples like repeated gambling and jumping frogs, it presents fundamental mathematical results through simple, clear, logical theorems and examples. It covers in detail such essential material as Markov chain recurrence criteria, the Markov chain convergence theorem, and …… 閱讀更多內容

    NT$837 TWD

  • Examples In Markov Decision Processes

    由 Alexey B Piunovskiy ……
    系列 第 2 冊 - Imperial College Press Optimization Series
    This invaluable book provides approximately eighty examples illustrating the theory of controlled discrete-time Markov processes. Except for applications of the theory to real-life problems like stock exchange, queues, gambling, optimal search etc, the main attention is paid to counter-intuitive, unexpected properties of optimization problems. Such examples illustrate the importance of conditions …… 閱讀更多內容

    NT$1,057 TWD

  • Probability: Theory, Examples, Problems, Simulations

    由 Hannelore Lisei, Wilfried Grecksch, Mihai Iancu ……
    A key pedagogical feature of the textbook is the accessible approach to probability concepts through examples with explanations and problems with solutions. The reader is encouraged to simulate in Matlab random experiments and to explore the theoretical aspects of the probabilistic models behind the studied experiments. By this appropriate balance between simulations and rigorous mathematical …… 閱讀更多內容

    NT$1,216 TWD

  • Limit Theorems For Nonlinear Cointegrating Regression

    由 Qiying Wang ……
    系列 第 5 冊 - Nonlinear Time Series And Chaos
    This book provides the limit theorems that can be used in the development of nonlinear cointegrating regression. The topics include weak convergence to a local time process, weak convergence to a mixture of normal distributions and weak convergence to stochastic integrals. This book also investigates estimation and inference theory in nonlinear cointegrating regression.The core context of this …… 閱讀更多內容

    NT$1,242 TWD

  • SUPERVISED LEARNING TECHNIQUES: REGRESSION AND DYNAMIC MODELS. EXAMPLES WITH EVIEWS

    由 C. PEREZ ……
    In this book, supervised learning techniques (predictive techniques) related to regression will be developed. More specifically, we will go deeper into the linear models multiple regression with all their problems of identification, estimation and diagnosis. Dynamic models and univariate time series models are also contemplated. Almon, Koyck, Klein, and other dynamic models are developed. An …… 閱讀更多內容

    NT$313 TWD

  • Probability And Randomness: Quantum Versus Classical

    由 Andrei Yu Khrennikov ……
    Creating a rigorous mathematical theory of randomness is far from being complete, even in the classical case. Probability and Randomness: Quantum versus Classical rectifies this and introduces mathematical formalisms of classical and quantum probability and randomness with brief discussion of their interrelation and interpretational and foundational issues. The book presents the essentials of …… 閱讀更多內容

    NT$1,242 TWD

  • Quantum Techniques In Stochastic Mechanics

    由 Jacob D Biamonte, John C Baez ……
    We introduce the theory of chemical reaction networks and their relation to stochastic Petri nets — important ways of modeling population biology and many other fields. We explain how techniques from quantum mechanics can be used to study these models. This relies on a profound and still mysterious analogy between quantum theory and probability theory, which we explore in detail. We also give a …… 閱讀更多內容

    NT$2,062 TWD

  • Bayesian Filtering and Smoothing

    由 Simo Särkkä ……
    系列 第 3 冊 - Institute of Mathematical Statistics Textbooks
    Filtering and smoothing methods are used to produce an accurate estimate of the state of a time-varying system based on multiple observational inputs (data). Interest in these methods has exploded in recent years, with numerous applications emerging in fields such as navigation, aerospace engineering, telecommunications and medicine. This compact, informal introduction for graduate students and …… 閱讀更多內容

    NT$1,168 TWD

  • Modelling Non-Markovian Quantum Systems Using Tensor Networks

    由 Aidan Strathearn ……
    系列 series Physics and Astronomy (R0)
    This thesis presents a revolutionary technique for modelling the dynamics of a quantum system that is strongly coupled to its immediate environment. This is a challenging but timely problem. In particular it is relevant for modelling decoherence in devices such as quantum information processors, and how quantum information moves between spatially separated parts of a quantum system.The key feature …… 閱讀更多內容

    NT$4,214 TWD

  • Semigroups of Linear Operators

    With Applications to Analysis, Probability and Physics

    由 David Applebaum ……
    系列 第 93 冊 - London Mathematical Society Student Texts
    The theory of semigroups of operators is one of the most important themes in modern analysis. Not only does it have great intellectual beauty, but also wide-ranging applications. In this book the author first presents the essential elements of the theory, introducing the notions of semigroup, generator and resolvent, and establishes the key theorems of Hille–Yosida and Lumer–Phillips that give …… 閱讀更多內容

    NT$1,440 TWD

  • Asymptotic Analysis of Random Walks

    Light-Tailed Distributions

    譯者: Mikhail Zhitlukhin, V. V. Ulyanov ……
    由 A. A. Borovkov ……
    系列 第 176 冊 - Encyclopedia of Mathematics and its Applications
    This is a companion book to Asymptotic Analysis of Random Walks: Heavy-Tailed Distributions by A.A. Borovkov and K.A. Borovkov. Its self-contained systematic exposition provides a highly useful resource for academic researchers and professionals interested in applications of probability in statistics, ruin theory, and queuing theory. The large deviation principle for random walks was first …… 閱讀更多內容

    NT$4,863 TWD

  • Ergodic Control of Diffusion Processes

    由 Ari Arapostathis, Vivek S. Borkar, Mrinal K. Ghosh ……
    系列 第 143 冊 - Encyclopedia of Mathematics and its Applications
    This comprehensive volume on ergodic control for diffusions highlights intuition alongside technical arguments. A concise account of Markov process theory is followed by a complete development of the fundamental issues and formalisms in control of diffusions. This then leads to a comprehensive treatment of ergodic control, a problem that straddles stochastic control and the ergodic theory of …… 閱讀更多內容

    NT$3,966 TWD

  • Uniform Central Limit Theorems

    由 R. M. Dudley ……
    系列 第 142 冊 - Cambridge Studies in Advanced Mathematics
    In this new edition of a classic work on empirical processes the author, an acknowledged expert, gives a thorough treatment of the subject with the addition of several proved theorems not included in the first edition, including the Bretagnolle–Massart theorem giving constants in the Komlos–Major–Tusnady rate of convergence for the classical empirical process, Massart's form of the Dvoretzky …… 閱讀更多內容

    NT$1,820 TWD

  • Introduction to Banach Spaces: Analysis and Probability: Volume 2

    由 Daniel Li, Hervé Queffélec ……
    譯者: Danièle Gibbons, Greg Gibbons ……
    系列 第 167 冊 - Cambridge Studies in Advanced Mathematics
    This two-volume text provides a complete overview of the theory of Banach spaces, emphasising its interplay with classical and harmonic analysis (particularly Sidon sets) and probability. The authors give a full exposition of all results, as well as numerous exercises and comments to complement the text and aid graduate students in functional analysis. The book will also be an invaluable reference …… 閱讀更多內容

    NT$3,368 TWD

  • Introduction to Stochastic Processes

    由 Gregory F. Lawler ……
    系列 series Chapman & Hall/CRC Probability Series
    Emphasizing fundamental mathematical ideas rather than proofs, Introduction to Stochastic Processes, Second Edition provides quick access to important foundations of probability theory applicable to problems in many fields. Assuming that you have a reasonable level of computer literacy, the ability to write simple programs, and the access to software for linear algebra computations, the author …… 閱讀更多內容

    NT$4,638 TWD

  • Stochastic Geometric Analysis with Applications

    由 Ovidiu Calin ……
    This book is a comprehensive exploration of the interplay between Stochastic Analysis, Geometry, and Partial Differential Equations (PDEs). It aims to investigate the influence of geometry on diffusions induced by underlying structures, such as Riemannian or sub-Riemannian geometries, and examine the implications for solving problems in PDEs, mathematical finance, and related fields. The book aims …… 閱讀更多內容

    NT$3,842 TWD

  • Introduction To Differential Equations, An: Stochastic Modeling, Methods And Analysis (Volume 2)

    由 Anilchandra G Ladde, Gangaram S Ladde ……

    NT$1,639 TWD

  • Dynamic Markov Bridges and Market Microstructure

    Theory and Applications

    由 Umut Çetin, Albina Danilova ……
    系列 第 90 冊 - 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 …… 閱讀更多內容

    NT$3,603 TWD

  • Decision Making under Deep Uncertainty

    From Theory to Practice

    編輯者: Vincent A. W. J. Marchau, Warren E. Walker, Pieter J. T. M. Bloemen, Steven W. Popper ……
    This open access book focuses on both the theory and practice associated with the tools and approaches for decisionmaking in the face of deep uncertainty. It explores approaches and tools supporting the design of strategic plans under deep uncertainty, and their testing in the real world, including barriers and enablers for their use in practice. The book broadens traditional approaches and tools …… 閱讀更多內容

    免費

  • Distribution Dependent Stochastic Differential Equations

    由 Feng-Yu Wang, Panpan Ren ……
    系列 第 5 冊 - World Scientific Series on Probability Theory and Its Applications
    Corresponding to the link of Itô's stochastic differential equations (SDEs) and linear parabolic equations, distribution dependent SDEs (DDSDEs) characterize nonlinear Fokker–Planck equations. This type of SDEs is named after McKean–Vlasov due to the pioneering work of H P McKean (1966), where an expectation dependent SDE is proposed to characterize nonlinear PDEs for Maxwellian gas. Moreover, by …… 閱讀更多內容

    NT$3,352 TWD