Название: Advanced Metaheuristic Algorithms and Their Applications in Structural Optimization
Автор: Ali Kaveh, Kiarash Biabani Hamedani
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2022
Страниц: 369
Язык: английский
Формат: pdf (true)
Размер: 17.1 MB

The main purpose of the present book is to develop a general framework for population-based metaheuristics based on some basic concepts of set theory. The idea of the framework is to divide the population of individuals into subpopulations of identical sizes. Therefore, in each iteration of the search process, different subpopulations explore the search space independently but simultaneously. The framework aims to provide a suitable balance between exploration and exploitation during the search process. A few chapters containing algorithm-specific modifications of some state-of-the-art metaheuristics are also included to further enrich the book.

Название: Programming with Python
Автор: T.R. Padmanabhan
Издательство: Springer
Год: 2016
Страниц: 349
Язык: английский
Формат: pdf (true), epub
Размер: 18.2 MB

Based on the latest version of the language, this book offers a self-contained, concise and coherent introduction to programming with Python. The book’s primary focus is on realistic case study applications of Python. Each practical example is accompanied by a brief explanation of the problem-terminology and concepts, followed by necessary program development in Python using its constructs, and simulated testing. Given the open and participatory nature of development, Python has a variety of incorporated data structures, which has made it difficult to present it in a coherent manner. Further, some advanced concepts (super, yield, generator, decorator, etc.) are not easy to explain. The book specially addresses these challenges; starting with a minimal subset of the core, it offers users a step-by-step guide to achieving proficiency. So embrace Python—the language by the people, of the people, for the people.

Название: Security as Code: DevSecOps Patterns with AWS (Second Early Release)
Автор: BK Sarthak Das, Virginia Chu
Издательство: O’Reilly Media, Inc.
Год: 2022-09-20
Язык: английский
Формат: epub (true), mobi
Размер: 10.2 MB

DevOps engineers, developers, and security engineers have ever-changing roles to play in today's cloud native world. In order to build secure and resilient applications, you have to be equipped with security knowledge. Enter security as code. In this book, authors BK Sarthak Das and Virginia Chu demonstrate how to use this methodology to secure any application and infrastructure you want to deploy. With Security as Code, you'll learn how to create a secure containerized application with Kubernetes using CI/CD tooling from AWS and open source providers. This practical book also provides common patterns and methods to securely develop infrastructure for resilient and highly available backups that you can restore with just minimal manual intervention.

Название: Flutter and Dart Cookbook (Fifth Early Release)
Автор: Rich Rose
Издательство: O’Reilly Media, Inc.
Год: 2022-09-16
Страниц: 112
Язык: английский
Формат: epub (true), mobi
Размер: 10.3 MB

Learn the essentials of working with Flutter and Dart to build full stack applications that meet the needs of a cloud-driven world. Together, the Flutter open source UI software development kit and the Dart programming language for client development provide a unified solution to building applications capable of targeting multiple platforms. Recipes in this cookbook show you how this potent combination provides an efficient approach to application development. Typically used in frontend development, Flutter helps you develop cross-platform applications for Android, iOS, Linux, Mac, Windows, and the Google Fuchsia operating system. The Dart SDK provides native access to third-party solutions, including APIs, databases, and authentication. When used in concert with Flutter, Dart allows you to compile source code ahead of time to native code.

Название: MATLAB Partial Differential Equation Toolbox: User's Guide (R2022b)
Автор: MathWorks
Издательство: The MathWorks, Inc
Год: September 2022
Страниц: 2064
Язык: английский
Формат: pdf (true)
Размер: 16.8 MB

Partial Differential Equation Toolbox provides functions for solving structural mechanics, heat transfer, and general partial differential equations (PDEs) using finite element analysis. You can perform linear static analysis to compute deformation, stress, and strain. For modeling structural dynamics and vibration, the toolbox provides a direct time integration solver. You can analyze a component’s structural characteristics by performing modal analysis to find natural frequencies and mode shapes. You can model conduction-dominant heat transfer problems to calculate temperature distributions, heat fluxes, and heat flow rates through surfaces. You can also solve standard problems such as diffusion, electrostatics, and magnetostatics, as well as custom PDEs.

Название: Security Chaos Engineering: Developing Resilience and Safety at Speed and Scale (Early Release)
Автор: Kelly Shortridge, Aaron Rinehart
Издательство: O’Reilly Media, Inc.
Год: 2022-09-07
Язык: английский
Формат: epub (true), mobi
Размер: 10.3 MB

Information security is broken. Year after year, attackers remain unchallenged and undeterred, while engineering teams feel mounting pressure to design, build, and operate "secure" systems. Attacks can't be prevented, mental models of systems are incomplete, and our digital world constantly evolves. How can we verify that our systems behave the way we expect? What can we do to improve our systems' resilience? In this pragmatic and comprehensive guide, authors Kelly Shortridge and Aaron Rinehart help you navigate the challenges of securing complex software systems. Using the principles and practices of security chaos engineering, they explore how you can cultivate resilience across the software delivery lifecycle.

Название: PYTHON – Master Python OOP Programming with One Guide Only! A lot of Coding, Practice and Theory Learn Python with Hands-On Projects
Автор: Rick Sekuloski
Издательство: Independently published
Год: 2022
Страниц: 575
Язык: английский
Формат: epub
Размер: 23.8 MB

Many people are afraid of programming because they think learning how to code is too hard.I was one of them! But if you want to learn and master Python programming, this is the book for you. I have seen people buying many books and courses to learn Python but they never actually learned how to code. I promise my book will save you money and time. This book is balanced with theory and examples because I think the real-life examples are what you can really learn from.

Название: Deep Learning for Computational Problems in Hardware Security: Modeling Attacks on Strong Physically Unclonable Function Circuits
Автор: Pranesh Santikellur, Rajat Subhra Chakraborty
Издательство: Springer
Серия: Studies in Computational Intelligence
Год: 2023
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB

The book discusses a broad overview of traditional Machine Learning (ML) methods and state-of-the-art Deep Learning (DL) practices for hardware security applications, in particular the techniques of launching potent "modeling attacks" on Physically Unclonable Function (PUF) circuits, which are promising hardware security primitives. The volume is self-contained and includes a comprehensive background on PUF circuits, and the necessary mathematical foundation of traditional and advanced Machine Learning techniques such as support vector machines, logistic regression, neural networks, and Deep Learning. This book can be used as a self-learning resource for researchers and practitioners of hardware security, and will also be suitable for graduate-level courses on hardware security and application of Machine Learning in hardware security. A stand-out feature of the book is the availability of reference software code and datasets to replicate the experiments described in the book.

Название: Обучение с подкреплением для реальных задач. Инженерный подход
Автор: Уиндер Фил
Издательство: БXB
Год: 2023
Формат: PDF
Страниц: 400
Размер: 36,3 Mb
Язык: Русский

Книга посвящена промышленно-ориентированному применению обучения с подкреплением (Reinforcement Learning, RL). Объяснено, как обучать промышленные и научные системы решению любых пошаговых задач методом проб и ошибок – без подготовки узкоспециализированных учебных множеств данных и без риска переобучить или переусложнить алгоритм.

Название: Алгоритмы. Руководство по разработке. 3-е изд
Автор: Стивен Скиена
Издательство: БXB
Год: 2022
Формат: PDF
Страниц: 862
Размер: 106 Mb
Язык: Русский

Книга является наиболее полным руководством по разработке эффективных алгоритмов. Первая часть книги содержит практические рекомендации по разработке алгоритмов: приводятся основные понятия, дается анализ алгоритмов, рассматриваются типы структур данных, основные алгоритмы сортировки, операции обхода графов и алгоритмы для работы со взвешенными графами, примеры использования комбинаторного поиска, эвристических методов и динамического программирования. Вторая часть книги содержит обширный список литературы и каталог из 75 наиболее распространенных алгоритмических задач, для которых перечислены существующие программные реализации.