Название: A hands-on introduction to machine learning
Автор: Shah C.
Издательство:Cambridge University Press
Год: 2023
Формат: PDF
Страниц: 438
Размер: 151,5 МБ
Язык: English

Parked with real-world examples, industry insights, and practical activities, this textbook is designed to teach machine learning in a way that is easy to understand and apply. It assumes only a basic knowledge of technology, making it an ideal resource for students and professionals, including those who are new to computer science. All the necessary topics are covered, including supervised and unsupervised learning, neural networks, reinforcement learning, cloud-based services, and a chapter on the ethical issues still posing problems within the industry. While Python is used as the primary language, many exercises will also have solutions provided in R for greater versatility.

Название: Visual Complex Analysis: 25th Anniversary Edition
Автор: Tristan Needham
Издательство: Oxford University Press
Год: 2023
Страниц: 720
Язык: английский
Формат: pdf
Размер: 14.4 MB

The 25th Anniversary Edition features a new Foreword by Sir Roger Penrose, as well as a new Preface by the author. The fundamental advance in the new 25th Anniversary Edition is that the original 501 diagrams now include brand-new captions that fully explain the geometrical reasoning, making it possible to read the work in an entirely new way―as a highbrow comic book! Complex Analysis is the powerful fusion of the complex numbers (involving the 'imaginary' square root of -1) with ordinary calculus, resulting in a tool that has been of central importance to science for more than 200 years. This book brings this majestic and powerful subject to life by consistently using geometry (not calculation) as the means of explanation. The 501 diagrams of the original edition embodied geometrical arguments that (for the first time) replaced the long and often opaque computations of the standard approach, in force for the previous 200 years, providing direct, intuitive, visual access to the underlying mathematical reality.

Название: Essentials of Fuzzy Soft Multisets: Theory and Applications
Автор: Anjan Mukherjee, Ajoy Kanti Das
Издательство: Springer
Год: 2023
Страниц: 154
Язык: английский
Формат: pdf (true)
Размер: 10.8 MB

This book discusses major theories and applications of fuzzy soft multisets and their generalization which help researchers get all the related information at one place. The primary objective of this book is to help bridge the gap to provide a textbook on the theories in fuzzy soft multisets and their applications in real life. It is targeted to researchers and students working in the field of fuzzy set theory, multiset theory, soft set theory and their applications. Uncertainty, vagueness and the representation of imperfect knowledge have been a problem in many fields of research, including Artificial Intelligence, network and communication, signal processing, Machine Learning, Computer Science, information technology, as well as medical science, economics, environments and engineering. There are many mathematical tools for dealing with uncertainties. They include fuzzy set theory, multiset theory, soft set theory and soft multiset theory.

Название: Guide to Essential Math: A Review for Physics, Chemistry and Engineering Students, 2nd Edition
Автор: S.M. Blinder
Издательство: Elsevier
Год: 2013
Страниц: 367
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

This book reminds students in junior, senior and graduate level courses in physics, chemistry and engineering of the math they may have forgotten (or learned imperfectly) that is needed to succeed in science courses. The focus is on math actually used in physics, chemistry, and engineering, and the approach to mathematics begins with 12 examples of increasing complexity, designed to hone the student's ability to think in mathematical terms and to apply quantitative methods to scientific problems. Detailed illustrations and links to reference material online help further comprehension. The second edition features new problems and illustrations and features expanded chapters on matrix algebra and differential equations.

Название: Методы оптимизации в примерах и задачах
Автор: Пантелеев А.В., Летова Т.А.
Издательство: М.: Высшая школа
Год: 2005 - 2-е изд., исправл.
Cтраниц: 544
Формат: pdf
Размер: 21 мб
Язык: русский

Рассмотрены аналитические методы решения задач поиска экстремума функций многих переменных на основе необходимых и достаточных условий. Изложены численные методы нулевого, первого и второго порядков решения задач безусловной минимизации, а также численные методы поиска условного экстремума.

Название: Monte Carlo Methods Utilizing Mathematica: Applications in Inverse Transform and Acceptance-Rejection Sampling
Автор: Sujaul Chowdhury
Издательство: Springer
Серия: Synthesis Lectures on Mathematics & Statistics
Год: 2023
Страниц: 151
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

This book provides practical demonstrations of how to carry out definite integrals with Monte Carlo methods using Mathematica. Random variates are sampled by the inverse transform method and the acceptance-rejection method using uniform, linear, Gaussian, and exponential probability distribution functions. A chapter on the application of the Variational Quantum Monte Carlo method to a simple harmonic oscillator is included. These topics are all essential for students of mathematics and physics. The author includes thorough background on each topic covered within the book in order to help readers understand the subject. The book also contains many examples to show how the methods can be applied.

Название: Boolean Systems: Topics in Asynchronicity
Автор: Serban E. Vlad
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 438
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

The Boolean functions may be iterated either asynchronously, when their coordinates are computed independently of each other, or synchronously, when their coordinates are computed at the same time. In Boolean Systems: Topics in Asynchronicity, a book addressed to mathematicians and computer scientists interested in Boolean systems and their use in modelling, author Serban E. Vlad presents a consistent and original mathematical theory of the discrete-time Boolean asynchronous systems. The purpose of the book is to set forth the concepts of such a theory, resulting from the synchronous Boolean system theory and mostly from the synchronous real system theory, by analogy, and to indicate the way in which known synchronous deterministic concepts generate new asynchronous nondeterministic concepts. The reader will be introduced to the dependence on the initial conditions, periodicity, path-connectedness, topological transitivity, and chaos.

Название: Regularity of the One-phase Free Boundaries
Автор: Bozhidar Velichkov
Издательство: Springer
Год: 2023
Страниц: 249
Язык: английский
Формат: pdf (true), epub
Размер: 18.2 MB

This book is an introduction to the regularity theory for free boundary problems. The free boundary problems are a special type of boundary value problems, in which the domain, where the PDE is solved, depends on the solution of the boundary value problem. The focus is on the one-phase Bernoulli problem, which is of particular interest as it deeply influenced the development of the modern free boundary regularity theory and is still an object of intensive research. The exposition is organized around four main theorems, which are dedicated to the one-phase functional in its simplest form. Many of the methods and the techniques presented here are very recent and were developed in the context of different free boundary problems. We also give the detailed proofs of several classical results, which are based on some universal ideas and are recurrent in the free boundary, PDE and the geometric regularity theories. This book is aimed at graduate students and researches and is accessible to anyone with a moderate level of knowledge of elliptical PDEs.

Название: Аналитическая геометрия в примерах и задачах
Автор: Бортаковский А.С., Пантелеев А.В.
Издательство: М.: Высшая школа
Год: 2005
Cтраниц: 496
Формат: pdf
Размер: 28 мб
Язык: русский

Приведены основные понятия, теоремы и методы решения задач по всем разделам курса: векторной алгебре, системам координат, преобразованиям плоскости и пространства, уравнениям линий и поверхностей первого и второго порядков. Описаны некоторые приложения аналитической геометрии в механике, теории оптимизации и математическом анализе.

Название: Understanding Behaviour of Distributed Systems Using mCRL2
Автор: Muhammad Atif, Jan Friso Groote
Издательство: Springer
Год: 2023
Страниц: 241
Язык: английский
Формат: pdf (true), epub
Размер: 27.6 MB

This book helps readers easily learn basic model checking by presenting examples, exercises and case studies. The toolset mCRL2 provides a language to specify the behaviour of distributed systems, in particular where there is concurrency with inter-process communication. This language allows us to analyse a distributed system with respect to its functional requirements. For example, biological cells, supply chain management systems, patient support platforms, and communication protocols. The underlying technique is based on verifying requirements through model checking. The book explains the syntax of mCRL2 and offers modelling tips and tricks. We use mCRL2 (micro Common Representation Language 2) and the modal mu-calculus, which are specialised languages that specify a distributed system and formulate system properties. These languages come with an effective toolset, which is open source and can be freely used. mCRL2 is a very concise and, at the same time, extremely expressive language to specify and analyse the behaviour of distributed systems and protocols. It can easily express non-computable behavioural specifications and requirements. It goes without saying that for such descriptions, tool-supported analysis is not very fruitful. However, this implies that effectively using mCRL2 requires a good understanding of the language and formula writing in the mu-calculus.