Название: Инженерные расчеты в Mathcad. Учебный курс
Автор: Макаров Е.Г.
Жанр: Учебный курс
Издательство: Питер
Год: 2005
Страниц: 448
Язык: Русский
Формат: djvu
Размер: 34,08 Mb

Эта книга посвящена практическим аспектам применения популярного математического пакета в инженерных и научных расчетах. Автор — опытный преподаватель, давно и активно использующий Mathcad в своей работе, — делится с читателями накопленными хитростями и тонкостями.

Название: Multi-Agent Machine Learning: A Reinforcement Approach
Автор: H.M. Schwartz
Издательство: Wiley
ISBN: 111836208X
Год: 2014
Страниц: 256
Язык: английский
Формат: epub, pdf (conv)
Размер: 21.7 MB

There are a number of algorithms that are typically used for system identification, adaptive control, adaptive signal processing, and machine learning. These algorithms all have particular similarities and differences. However, they all need to process some type of experimental data. How we collect the data and process it determines the most suitable algorithm to use. In adaptive control, there is a device referred to as the self-tuning regulator. In this case, the algorithm measures the states as outputs, estimates the model parameters, and outputs the control signals. In reinforcement learning, the algorithms process rewards, estimate value functions, and output actions. Although one may refer to the recursive least squares (RLS) algorithm in the self-tuning regulator as a supervised learning algorithm and reinforcement learning as an unsupervised learning algorithm, they are both very similar.

Название: Matlab Neural Network Toolbox User's Guide
Автор: Mark Hudson Beale, Martin T. Hagan, Howard B. Demuth
Издательство: The MathWorks, Inc
Год: 2018
Страниц: 558
Язык: английский
Формат: pdf (true)
Размер: 10.17 MB

The book presents the theory of neural networks, discusses their design and application, and makes considerable use of the MATLAB environment and Neural Network Toolbox software. Example programs from the book are used in various sections of this documentation. Deep learning is a branch of machine learning that teaches computers to do what comes naturally to humans: learn from experience. Machine learning algorithms use computational methods to “learn” information directly from data without relying on a predetermined equation as a model. Deep learning is especially suited for image recognition, which is important for solving problems such as facial recognition, motion detection, and many advanced driver assistance technologies such as autonomous driving, lane detection, pedestrian detection, and autonomous parking.

Название: Fundamentals of Python: First Programs
Автор: Kenneth A. Lambert
Издательство: Course Technology
Год: 2011
Формат: PDF, EPUB
Размер: 22 Мб
Язык: английский / English

In FUNDAMENTALS OF PYTHON: FIRST PROGRAMS, respected author Kenneth A. Lambert presents all of the important topics for a CS1 course while preparing the reader to study additional languages. The book uses the Python programming language, which is both easy to learn for beginners and scales well to advanced applications. Lambert's back-to-basics approach will be engaging for the reader bringing relevance of the concepts and applications from the text to the real world.

Название: Cyber-Physical Systems: Foundations, Principles and Applications
Автор: Houbing Song and Danda B Rawat
Издательство: Academic Press
Год: 2016
Формат: PDF
Размер: 18 Мб
Язык: английский / English

Cyber-Physical Systems: Foundations, Principles and Applications explores the core system science perspective needed to design and build complex cyber-physical systems. Using Systems Science’s underlying theories, such as probability theory, decision theory, game theory, organizational sociology, behavioral economics, and cognitive psychology, the book addresses foundational issues central across CPS applications, including System Design -- How to design CPS to be safe, secure, and resilient in rapidly evolving environments, System Verification -- How to develop effective metrics and methods to verify and certify large and complex CPS...

Название: Getting Started with Coding: Get Creative with Code!
Автор: Camille McCue
Издательство: For Dummies
Год: 2015
Формат: PDF
Размер: 14 Мб
Язык: английский / English

When your kid is ready to add coding to their creativity toolbox but you're not ready to ship them off to coding camp, Getting Started with Coding is here to help them get started with the basics of coding. It walks young readers through fun projects that were tested in the classroom. Each project has an end-goal to instill confidence and a sense of achievement in young coders. Steering clear of jargon and confusing terminology, Getting Started with Coding is written in a language your child can understand. Plus, the full-color design is heavy on eye-catching graphics and the format is focused on the steps to completing a project, making it approachable for any youngster with an interest in exploring the wonderful world of coding. So why send your kid to a camp when they can become a coding champ--right in the comfort of your living room?

Название: Modern Programming Made Easy
Автор: Adam L. Davis
Издательство: Apress
Год: 2017
Формат: PDF, EPUB
Размер: 10 Мб
Язык: английский / English

Get up and running fast with the basics of programming using Java as an example language. This short book gets you thinking like a programmer in an easy and entertaining way. Modern Programming Made Easy teaches you basic coding principles, including working with lists, sets, arrays, and maps; coding in the object-oriented style; and writing a web application. This book is language agnostic, but will mainly cover Java, with some references to Groovy, Scala, and javascript to give you a broad range of examples to consider. You will get a taste of what modern programming has to offer and set yourself up for further study and growth in your chosen language.

Название: Cognitive Architectures
Автор: Maria Isabel Aldinhas Ferreira, Joao Silva Sequeira
Издательство: Springer
ISBN: 3319975498
Год: 2018 (2019 Edition)
Страниц: 290
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

This book provides an integrated framework for natural and artificial cognition by highlighting the fundamental role played by the cognitive architecture in the dialectics with the surrounding environment and consequently in the definition of a particular meaningful world. This book is also about embodied and non-embodied artificial systems, cognitive architectures that are human constructs, meant to be able to populate the human world, capable of identifying different life contexts and replicating human patterns of behavior capable of acting according to human values and conventions, systems that perform tasks in a human-like way.

Название: Modern Computational Finance: AAD and Parallel Simulations
Автор: Antoine Savine
Издательство: Wiley
ISBN: 1119539455
Год: 2018
Страниц: 592
Язык: английский
Формат: pdf (true)
Размер: 10.16 MB

Arguably the strongest addition to numerical finance of the past decade, Algorithmic Adjoint Differentiation (AAD) is the technology implemented in modern financial software to produce thousands of accurate risk sensitivities, within seconds, on light hardware.
The book comes with professional source code in C++, including an efficient, up to date implementation of AAD and a generic parallel simulation library. Modern C++, high performance parallel programming and interfacing C++ with Excel are also covered. The book builds the code step-by-step, while the code illustrates the concepts and notions developed in the book.

Название: Introduction to Game Development: Using Processing
Автор: James R. Parker
Издательство: Mercury Learning & Information
ISBN: 1937585409
Год: 2015
Страниц: 343
Язык: английский
Формат: pdf (true)
Размер: 12.3 MB

This book will guide you through the basic game development process, covering game development topics including graphics, sound, artificial intelligence, animation, game engines, Web-based games, etc. Real games will be created, and significant parts of a game engine will be built and made available for download. The companion DVD will contain example code, games, and color figures. Processing is a free, graphics-oriented language that provides the basic functionality needed for building games and runs on all major platforms. Moreover, it allows games to be built for desktop computers, HTML 5, and Android.