Название: Bioinformatics: An Introductory Textbook
Автор: Thomas Dandekar, Meik Kunz
Издательство: Springer
Год: 2023
Страниц: 354
Язык: английский
Формат: pdf (true)
Размер: 13.5 MB

This book offers a gripping introduction to the fastest growing field of biology with easy-to-follow examples and a well-prepared appendix for the reader to cook up and experience everything right away. The book gets the reader started with the basics, such as how to easily find sequence information and then analyze it. In further chapters, the authors go into the various analysis options from RNA, DNA and proteins to entire metabolic pathways. Exciting examples from biology are chosen in each chapter to illustrate the analysis. Each chapter concludes with an exercise section that immediately puts what has been learned to use. The subject of this book is a must for any biology student, whether undergraduate or graduate, as bioinformatics is now unearthing amazing insights into the molecular basis of all living things. Computer Science students and other students from related sciences will get a good introduction to bioinformatics, as biology and current topics (e.g. Artificial Intelligence (AI)) are systematically introduced step by step alongside the software.

Название: Fuzzy Graph Theory: Applications to Global Problems
Автор: John N. Mordeson, Sunil Mathew, G. Gayathri
Издательство: Springer
Серия: Studies in Fuzziness and Soft Computing
Год: 2023
Страниц: 265
Язык: английский
Формат: pdf (true), epub
Размер: 24.1 MB

This book examines some issues involving climate change, human trafficking, and other serious world challenges made worse by climate change. In the fuzzy graph theory part of the book, the relatively new concepts of fuzzy soft semigraphs and graph structures are used to study human trafficking, as well as its time intuitionistic fuzzy sets that have been introduced to model forest fires. The examination of return refugees to their origin countries is undertaken. The neighborhood connectivity index is determined for trafficking in various regions in the world. Outside the area of fuzzy graph theory, a new approach to examine climate change is introduced. Social network theory is used to study feedback processes that effect climate forcing. Nonstandard analysis is a possible new area that could be used by scholars of mathematics of uncertainty. A foundation is laid to aid the researcher in the understanding of nonstandard analysis. In order to accomplish this, a discussion of some basic concepts from first-order logic is presented as some concepts of mathematics of uncertainty. An application to the theory of relativity is presented. It is well-known that the use of fuzzy logic is an ideal way to model situations described linguistically.

Название: Теория и алгоритмы распознавания образов. Учебное пособие
Автор: Чабан Л.Н.
Издательство: М.: МИИГАиК
Год: 2004
Страниц: 70
Формат: djvu
Размер: 11,5 Мб
Язык: Русский

По мере расширения сферы применения геоинформационных технологий и усложнения процедур геоинформационного моделирования процедуры анализа и классификации совокупностей данных, объектов и структур занимают все более значимое место и в геоинформационных системах нового поколения.

Название: Higher Applications of Mathematics
Автор: Smith M., Currie P., ck Rennie-Evans J., Miller C. TeeJay
Издательство:Edinburgh: An Hachette UK Company
Год:2022
Формат:PDF
Страниц:300
Размер: 59,7 МБ
Язык: English

Encourage success in Higher Applications of Mathematics with this accessible Student Book following TeeJay's trusted approach of continuous progression and consolidation.
- Provide full coverage of the new specification with four sections covering all components of the course, plus advice on completing the coursework project
- Build students' skills with comprehensive explanations and engaging exercises on how to use RStudio (Posit) and Excel, with datasets and demo videos included online
- Review previous learning from National 4 and 5 Applications of Mathematics with a 'Chapter 0' at the start of each section
- Help students consolidate knowledge with review exercises at the end of each chapter, Exam Practice Papers at the end of the book, plus numerous exam-style questions throughout
- Mark students' work easily or encourage independent study with all answers provided in the back of the book, plus full worked solutions and mark schemes for all end-of-section review exercises and Exam Practice Papers available online

Название: Информатика
Автор: Могилев А.В., Пак Н.И., Хеннер Е.К.
Издательство: М: Изд. центр Академия
Год: 2004 - 3-е изд., перераб. и дополн.
Cтраниц: 816
Формат: pdf
Размер: 12 мб
Язык: русский

Содержатся обширные сведения по теоретическим основам информатики, программному обеспечению, языкам и методам программирования, вычислительной технике, информационным системам, компьютерным сетям и телекоммуникациям, компьютерному моделированию и социальной информатике.

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.