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Architecture of Advanced Numerical Analysis Systems, Wang


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Цена: 46570.00T
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Склад Америка: 144 шт.  
При оформлении заказа до: 2025-07-28
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Автор: Wang
Название:  Architecture of Advanced Numerical Analysis Systems
ISBN: 9781484288528
Издательство: Springer
Классификация:




ISBN-10: 1484288521
Обложка/Формат: Soft cover
Страницы: 472
Вес: 0.92 кг.
Дата издания: 10.01.2023
Язык: English
Издание: 1st ed.
Иллюстрации: 43 illustrations, color; 14 illustrations, black and white; xiii, 472 p. 57 illus., 43 illus. in color.
Размер: 254 x 178
Читательская аудитория: Professional & vocational
Основная тема: Computer Science
Подзаголовок: Designing a scientific computing system using ocaml
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This unique open access book applies the functional OCaml programming language to numerical or computational weighted data science, engineering, and scientific applications. This book is based on the authors first-hand experience building and maintaining Owl, an OCaml-based numerical computing library. Youll first learn the various components in a modern numerical computation library. Then, you will learn how these components are designed and built up and how to optimize their performance. After reading and using this book, youll have the knowledge required to design and build real-world complex systems that effectively leverage the advantages of the OCaml functional programming language. What You Will Learn * Optimize core operations based on N-dimensional arrays * Design and implement an industry-level algorithmic differentiation module * Implement mathematical optimization, regression, and deep neural network functionalities based on algorithmic differentiation * Design and optimize a computation graph module, and understand the benefits it brings to the numerical computing library * Accommodate the growing number of hardware accelerators (e.g. GPU, TPU) and execution backends (e.g. web browser, unikernel) of numerical computation * Use the Zoo system for efficient scripting, code sharing, service deployment, and composition * Design and implement a distributed computing engine to work with a numerical computing library, providing convenient APIs and high performance Who This Book Is For Those with prior programming experience, especially with the OCaml programming language, or with scientific computing experience who may be new to OCaml. Most importantly, it is for those who are eager to understand not only how to use something, but also how it is built up.
Дополнительное описание: Chapter 1: Introduction.-Chapter 2: Core Optimization.- Chapter 3: Algorithm Differentiation.- Chapter 4: Mathematical Optimization.- Chapter 5: Deep Neural Networks.- Chapter 6: Computation Graph.- Chapter 7: Performance Accelerators.- Chapter 8: Compile


Digital Arithmetic

Автор: Milos Ercegovac, Tomas Lang
Название: Digital Arithmetic
ISBN: 1558607986 ISBN-13(EAN): 9781558607989
Издательство: Elsevier Science
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Цена: 106660.00 T
Наличие на складе: Поставка под заказ.
Описание: Digital arithmetic plays an important role in the design of general-purpose digital processors and of embedded systems for signal processing, graphics, and communications. This book guides readers to develop solutions, avoid known mistakes, and repeat successful design decisions.

Handbook of Floating-Point Arithmetic

Автор: Muller
Название: Handbook of Floating-Point Arithmetic
ISBN: 3319765256 ISBN-13(EAN): 9783319765259
Издательство: Springer
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Цена: 139750.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This handbook aims to provide a complete overview of modern floating-point arithmetic. This includes a detailed treatment of the current (IEEE-754) and next (preliminarily called IEEE-754R) standards for floating-point arithmetic.

Particle Swarm Optimisation: Classical and Quantum Perspectives

Автор: Jun Sun, Choi-Hong Lai, Xiao-Jun Wu
Название: Particle Swarm Optimisation: Classical and Quantum Perspectives
ISBN: 1439835764 ISBN-13(EAN): 9781439835760
Издательство: Taylor&Francis
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Цена: 183750.00 T
Наличие на складе: Нет в наличии.
Описание: Helping readers numerically solve optimization problems, this book focuses on the fundamental principles and applications of PSO and QPSO algorithms. The authors develop their novel QPSO algorithm, a PSO variant motivated from quantum mechanics, and show how to implement it in real-world applications, including inverse problems, digital filter d

Practical Smoothing: The Joys of P-splines

Автор: Paul H.C. Eilers, Brian D. Marx
Название: Practical Smoothing: The Joys of P-splines
ISBN: 1108482953 ISBN-13(EAN): 9781108482950
Издательство: Cambridge Academ
Рейтинг:
Цена: 57030.00 T
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Описание: P-splines are widely used in statistics and machine learning for smoothing out noise in data and to avoid overtraining. This practical guide covers theory and a range of standard and non-standard applications with code in R for professionals and researchers looking for a simple, flexible and powerful smoothing tool.

Sparse polynomial approximation of high-dimensional functions

Автор: Adcock, Ben Brugiapaglia, Simone Webster, Clayton G.
Название: Sparse polynomial approximation of high-dimensional functions
ISBN: 1611976871 ISBN-13(EAN): 9781611976878
Издательство: Mare Nostrum (Eurospan)
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Цена: 70230.00 T
Наличие на складе: Нет в наличии.
Описание: Over seventy years ago, Richard Bellman coined the term "the curse of dimensionality" to describe phenomena and computational challenges that arise in high dimensions. These challenges, in tandem with the ubiquity of high-dimensional functions in real-world applications, have led to a lengthy, focused research effort on high-dimensional approximation—that is, the development of methods for approximating functions of many variables accurately and efficiently from data. This book provides an in-depth treatment of one of the latest installments in this long and ongoing story: sparse polynomial approximation methods. These methods have emerged as useful tools for various high-dimensional approximation tasks arising in a range of applications in computational science and engineering. It begins with a comprehensive overview of best s-term polynomial approximation theory for holomorphic, high-dimensional functions, as well as a detailed survey of applications to parametric differential equations. It then describes methods for computing sparse polynomial approximations, focusing on least squares and compressed sensing techniques.Sparse Polynomial Approximation of High-Dimensional Functions presents the first comprehensive and unified treatment of polynomial approximation techniques that can mitigate the curse of dimensionality in high-dimensional approximation, including least squares and compressed sensing. It develops main concepts in a mathematically rigorous manner, with full proofs given wherever possible, and it contains many numerical examples, each accompanied by downloadable code. The authors provide an extensive bibliography of over 350 relevant references, with an additional annotated bibliography available on the book's companion website (www.sparse-hd-book.com).This text is aimed at graduate students, postdoctoral fellows, and researchers in mathematics, computer science, and engineering who are interested in high-dimensional polynomial approximation techniques.

Design and Analysis of Algorithms: A Contemporary Perspective

Автор: Sandeep Sen, Amit Kumar
Название: Design and Analysis of Algorithms: A Contemporary Perspective
ISBN: 1108496822 ISBN-13(EAN): 9781108496827
Издательство: Cambridge Academ
Рейтинг:
Цена: 49630.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: A valuable text in the field of computer science and engineering, covering fundamental concepts and recent advancements. To help the reader to design/redesign algorithms for their requirements rather than be overawed by the challenges of a new framework.

Design and Analysis of Algorithms: A Contemporary Perspective

Автор: Sandeep Sen, Amit Kumar
Название: Design and Analysis of Algorithms: A Contemporary Perspective
ISBN: 1108721990 ISBN-13(EAN): 9781108721998
Издательство: Cambridge Academ
Рейтинг:
Цена: 47510.00 T
Наличие на складе: Невозможна поставка.
Описание: The text covers important algorithm design techniques, like greedy algorithms, dynamic programming, divide-and-conquer and gives applications to contemporary problems. Techniques including Fast Fourier transform, KMP algorithm for string matching, CYK algorithm for context free parsing and gradient descent for convex function minimization are discussed in detail. The book's emphasis is on computational models and their effect on algorithm design. It gives insights into algorithm design techniques in parallel, streaming and memory hierarchy computational models. The book also emphasizes the role of randomization in algorithm design, and gives numerous applications ranging from data-structures like skip-lists to dimensionality reduction methods.

Advanced Computer Architecture: 13th Conference, ACA 2020, Kunming, China, August 13-15, 2020, Proceedings

Автор: Dong Dezun, Gong Xiaoli, Li Cunlu
Название: Advanced Computer Architecture: 13th Conference, ACA 2020, Kunming, China, August 13-15, 2020, Proceedings
ISBN: 9811581347 ISBN-13(EAN): 9789811581342
Издательство: Springer
Рейтинг:
Цена: 46570.00 T
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Описание: This book constitutes the refereed proceedings of the 13th Conference on Advanced Computer Architecture, ACA 2020, held in Kunming, China, in August 2020. The papers of this volume are organized in topical sections on: interconnection network, router and network interface architecture; processor, memory, and storage systems architecture;

Cyber-Physical System Design from an Architecture Analysis Viewpoint

Автор: Shin Nakajima; Jean-Pierre Talpin; Masumi Toyoshim
Название: Cyber-Physical System Design from an Architecture Analysis Viewpoint
ISBN: 981104435X ISBN-13(EAN): 9789811044359
Издательство: Springer
Рейтинг:
Цена: 102480.00 T
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Описание: Providing a wide variety of technologies for ensuring the safety and dependability of cyber-physical systems (CPS), this book offers a comprehensive introduction to the architecture-centric modeling, analysis, and verification of CPS.

Framelets and Wavelets

Автор: Bin Han
Название: Framelets and Wavelets
ISBN: 3319685295 ISBN-13(EAN): 9783319685298
Издательство: Springer
Рейтинг:
Цена: 93160.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Marking a distinct departure from the perspectives of frame theory and discrete transforms, this book provides a comprehensive mathematical and algorithmic introduction to wavelet theory. As such, it can be used as either a textbook or reference guide.

As a textbook for graduate mathematics students and beginning researchers, it offers detailed information on the basic theory of framelets and wavelets, complemented by self-contained elementary proofs, illustrative examples/figures, and supplementary exercises.

Further, as an advanced reference guide for experienced researchers and practitioners in mathematics, physics, and engineering, the book addresses in detail a wide range of basic and advanced topics (such as multiwavelets/multiframelets in Sobolev spaces and directional framelets) in wavelet theory, together with systematic mathematical analysis, concrete algorithms, and recent developments in and applications of framelets and wavelets.

Lastly, the book can also be used to teach on or study selected special topics in approximation theory, Fourier analysis, applied harmonic analysis, functional analysis, and wavelet-based signal/image processing.


Introduction to Numerical Analysis

Автор: J. Stoer; R. Bartels; W. Gautschi; R. Bulirsch; C.
Название: Introduction to Numerical Analysis
ISBN: 038795452X ISBN-13(EAN): 9780387954523
Издательство: Springer
Рейтинг:
Цена: 93160.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: New edition of a well-known classic in the field; Previous edition sold over 6000 copies worldwide; Fully-worked examples; Many carefully selected problems

Numerical Integration

Автор: Arnold R. Krommer; Christoph W. Ueberhuber
Название: Numerical Integration
ISBN: 3540584102 ISBN-13(EAN): 9783540584100
Издательство: Springer
Рейтинг:
Цена: 74530.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This is a comprehensive treatment of both theoretical and computational aspects of numerical integration. Emphasis is placed on the potential parallelism of numerical integration problems and their utilization by means of dynamic load distribution techniques.


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