Название: Soft Computing Applications for Advancements in Power Systems
Автор: Vijay Kumar Sood, Krishna Murari, Om Hari Gupta, Anupam Kumar
Издательство: River Publishers
Год: 2024
Страниц: 293
Язык: английский
Формат: pdf (true)
Размер: 11.9 MB

This book discusses real applications of Soft Computing (SC) in power systems. These SC techniques, inspired by the human mind and biological behavior, have proven to be excellent tools to overcome the challenges faced in power systems and related areas. The techniques are robust and provide low-cost solutions while also offering an effective solution for studying and modeling the behavior of renewable energy generation, operation of grid-connected renewable energy systems, and sustainable decision-making among alternatives. Some important branches of soft computing techniques are neural networks, fuzzy logic, evolutionary computation, probabilistic reasoning, etc. A neural network can learn and adapt as per requirements. Fuzzy logic is based on an expert’s knowledge and evolutionary computation is established on Darwin’s principle of “survival of the fittest strategy” and genetic evolution. The Soft Computing techniques are highly robust, adaptable, and low cost. Furthermore, it is observed that soft computing techniques are also applicable in different fields such as robotics, aerospace, pattern classification and recognition, medical applications, market prediction, power system applications, etc.

Название: Mastering C++ Design Patterns: Create Efficient and Scalable Code
Автор: Robert Johnson
Издательство: HiTeX Press
Год: 2024
Страниц: 960
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

"Mastering C++ Design Patterns: Create Efficient and Scalable Code" is an authoritative guide for software developers seeking to deepen their understanding of design patterns within the context of C++. This book meticulously covers the core patterns—creational, structural, and behavioral—unearthing the underlying principles that have made them essential tools in modern software engineering. With comprehensive explanations and practical C++ implementations, readers are equipped to not only grasp theoretical concepts but also apply patterns to optimize existing systems and architect robust, reusable software solutions. Each chapter demystifies a specific pattern, providing clear insights into its purpose, implementation nuances, and real-world applicability. Readers will benefit from case studies illustrating how design patterns solve common problems and improve software maintenance and scalability. The book also emphasizes pattern selection based on project needs, integration techniques for multifaceted projects, and performance considerations, ensuring developers can make informed decisions to enhance their codebase. Whether aiming to refine their skills or address complex design challenges, developers will find this book an invaluable resource for mastering design patterns in C++.

Название: Introducing C++: The Easy Way to Start Learning Modern C++ (Early Release)
Автор: Frances Buontempo
Издательство: O’Reilly Media, Inc.
Год: 2024-10-30
Язык: английский
Формат: epub, mobi
Размер: 10.1 MB

You know how to code, but you're ready to level up. You've heard about the power and performance of C++, a language vital to fields like AI, game development, and high-performance computing. But where do you even start? Existing resources are either outdated, overly academic, or assume a deep understanding of C. You need a guide that respects your existing skills and gets you coding fast with modern C++. This book cuts through the noise, focusing on the essential elements of C++ with hands-on projects that quickly build your skills and confidence. Author and C++ expert Frances Buontempo gets you up to speed quickly with the latest features and best practices of the language, preparing you for more advanced exploration.

Название: Learning Modern C++ for Finance: Foundations for Quantitative Programming (Final Release)
Автор: Daniel Hanson
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 481
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB

This practical book demonstrates why C++ is still one of the dominant production-quality languages for financial applications and systems. Many programmers believe that C++ is too difficult to learn. Author Daniel Hanson demonstrates that this is no longer the case, thanks to modern features added to the C++ Standard beginning in 2011. Financial programmers will discover how to leverage C++ abstractions that enable safe implementation of financial models. You’ll also explore how popular open source libraries provide additional weapons for attacking mathematical problems. C++ programmers unfamiliar with financial applications also benefit from this handy guide.

Название: Cluster Analysis: A Primer Using R
Автор: Lior Rokach
Издательство: World Scientific Publishing
Год: 2025
Страниц: 303
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB

Cluster analysis is a fundamental data analysis task that aims to group similar data points together, revealing the inherent structure and patterns within complex datasets. This book serves as a comprehensive and accessible guide, taking readers on a captivating journey through the foundational principles of cluster analysis. The heart of the book is dedicated to a thorough examination of the various clustering algorithms, spanning partitioning methods, hierarchical methods, and more advanced techniques, such as mixture density-based clustering, graph clustering, and grid-based clustering. Each method is presented with a clear and concise explanation, accompanied by illustrative examples and hands-on implementations in the R programming language, a popular and powerful tool for data analysis and visualization. In this book, readers will become familiar with the foundational principles of cluster analysis, starting with an overview of Data Science and data mining, followed by a deep dive into the taxonomy of Machine Learning tasks. R is a free software programming language widely utilized by data scientists to develop data mining algorithms. For advanced undergraduate and graduate students, researchers and practitioners in the fields of Machine Learning, statistics, social sciences, data analysis, Data Science, data mining and bioinformatics.

Название: jаvascript Mastery in 100 Days
Автор: Anshul Soni
Издательство: CodeINBlogs
Год: 2024
Страниц: 161
Язык: английский
Формат: epub
Размер: 28.3 MB

jаvascript Mastery in 100 Days is your essential resource for diving into the world of jаvascript, perfect for both beginners and those looking to enhance their skills. Over the next 100 days, you’ll explore a wide range of topics, ensuring a well-rounded understanding of the language. With clear explanations, examples, and exercises, this book is perfect for beginners with little to no programming experience. We’ll start with the essentials, like variables, data types, and functions, before moving on to complex concepts such as asynchronous programming, DOM manipulation, and modern frameworks. You’ll also learn valuable coding best practices, debugging techniques, and how to effectively work with APIs. By the end of this journey, you’ll not only have a solid foundation in JS but also the confidence to build dynamic web applications and tackle real-world challenges. Let’s embark on this coding adventure together—happy coding!

Название: Research Tendencies and Prospect Domains for AI Development and Implementation
Автор: Yuriy P. Kondratenko, Anatolii I. Shevchenko
Издательство: River Publishers
Год: 2024
Страниц: 169
Язык: английский
Формат: pdf (true)
Размер: 14.3 MB

This River Rapid explores Artificial Intelligence (AI) implementation priorities, prospect domains, and new research tendencies and trends for AI development and implementation. Part 1 is devoted to the world’s priorities in AI implementation. Its main components are based on the analysis of the 50 National strategies for AI development, the world’s and NATO’s priorities in AI’s implementation, and methodological aspects for creating the Ukrainian AI conception and strategy, key priority areas for the introduction of AI in Ukraine, the conscience approach to AI systems design, and the discussion on the new generation computer system with embedded AI. Part 2 is devoted to some new tendencies in AI development and implementation. Many scientific results and discussions are directed to some new trends in contemporary AI research: AI systems and tools for shipping and shipbuilding; quantum computing and color optical fuzzy computing in applied AI’s R&D; AI for increasing the efficiency of the decision-making processes; neural networks for solving classification and recognition tasks. This book provides an overview of the recent developments in advanced AI systems including new theoretical findings and successful examples of practical implementation of the AI tools in different areas of human activities.

Название: PowerShell 101: The No-Nonsense Beginner's Guide to PowerShell (Update 2024-03-04)
Автор: Mike F. Robbins
Издательство: Leanpub
Год: 2024-03-04
Страниц: 171
Язык: английский
Формат: pdf (true), epub
Размер: 18.2 MB

Before PowerShell, I spent the first third of my career as an IT Pro pointing and clicking in the GUI and I decided to write this book to save IT Pros from themselves who are reluctant to learn PowerShell. Instead of a book that just covers topics with fictitious scenarios, this book is more of a condensed version targeting the specific topics that I’ve found an IT Pro needs to know initially to be successful with PowerShell in a real world production environment. It’s a collection of what I wish someone would have told me when I started learning PowerShell along with the tips, tricks, and best practices that I've learned while using PowerShell during the past 10 years. Windows PowerShell is an easy-to-use command-line shell and scripting environment for automating administrative tasks of Windows-based systems. This book is for anyone wanting to learn PowerShell. Whether you’re a beginner or an experienced user, this book will help you improve your PowerShell skills. This book focuses on Windows PowerShell version 5.1 running on Windows 11 and Windows Server 2022 in a Microsoft Active Directory domain environment. However, the basic concepts apply to all versions of PowerShell running on any supported platform.

Название: PowerShell: Working with APIs
Автор: Laszlo Bocso
Издательство: Independently published
Год: 2024
Страниц: 348
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB

"Mastering API Interactions with PowerShell: From Basics to Advanced Techniques" is your comprehensive guide to harnessing the power of APIs using PowerShell. In today's interconnected digital landscape, APIs are the backbone of seamless integration between applications, services, and devices. This book is designed to equip you with the knowledge and skills to confidently interact with a wide range of APIs, automate complex workflows, and create powerful integration solutions. In today's interconnected world, APIs (Application Programming Interfaces) are the foundation of seamless integration between software applications, services, and devices. They enable data exchange, automate tasks, and facilitate the building of complex workflows that span multiple systems. From fetching weather updates to managing cloud resources, APIs are the backbone of digital communication. This book is for PowerShell enthusiasts, system administrators, IT professionals, developers, and anyone who wishes to leverage the power of APIs for automation and integration. A basic understanding of PowerShell scripting is recommended, but even if you are new to APIs, this book will guide you from the ground up. Whether you are looking to automate repetitive tasks, integrate with cloud services, or build custom solutions, this book will provide the practical knowledge you need.

Название: Python Programming: Versatile, High-Level Language for Rapid Development and Scientific Computing
Автор: Theophilus Edet
Издательство: CompreQuest Books
Серия: Mastering Programming Languages Series
Год: 2024
Страниц: 726
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

Discover Python: Your Versatile Language for Rapid Development. Python Programming: Versatile, High-Level Language for Rapid Development and Scientific Computing is your comprehensive guide to mastering one of the most popular programming languages in the world. Python's versatility and ease of use make it an ideal choice for rapid application development, scientific computing, and data analysis. Whether you’re a beginner learning programming or an experienced developer wanting to enhance your skills, this book provides the tools and knowledge you need to succeed. As a leading language for scientific computing, Python offers extensive libraries and frameworks for data analysis, Machine Learning, and numerical simulations. This book guides you through using popular libraries like SciPy and Matplotlib, enabling you to perform complex calculations and create stunning visualizations effortlessly. Whether you’re conducting research, analyzing datasets, or building Machine Learning models, Python provides the tools necessary to excel in scientific computing.