Foundations Of Scheduling Algorithms
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Foundations of Scheduling Algorithms
"Foundations of Scheduling Algorithms" "Foundations of Scheduling Algorithms" delivers a rigorous and comprehensive exploration of the mathematical, computational, and practical principles at the core of scheduling. Beginning with formal models, combinatorial complexity, and polyhedral theories, the book builds a robust theoretical foundation—exploring the intricacies of integer programming, graph representations, and the use of probabilistic and approximation frameworks. These underpinnings set the stage for a systematic study of classic and advanced scheduling scenarios, ranging from single-machine and parallel-machine environments to the nuances of manufacturing, workflow, and heterogeneous processor contexts. The text then delves into state-of-the-art algorithmic solutions, analyzing both exact methods—such as branch and bound, dynamic programming, and polyhedral approaches—as well as a diverse suite of heuristics, approximation algorithms, and metaheuristics like genetic algorithms and simulated annealing. It pays special attention to the challenges of online, distributed, and real-time scheduling, covering adversarial input models, competitive analysis, and resource augmentation as well as novel intersections with machine learning and predictive techniques. Chapters on stochastic and robust scheduling further extend the discussion to modern, uncertainty-aware frameworks. Real-world applicability is at the heart of this work, with in-depth case studies across manufacturing, cloud computing, biomedical systems, and energy-aware environments, as well as emerging domains like quantum scheduling. The book culminates with guidance on experimental evaluation, benchmarking, and reproducibility—empowering readers to critically assess and innovate within the field. Education, research, and industry professionals alike will find "Foundations of Scheduling Algorithms" an invaluable resource for mastering the art and science of scheduling in complex, dynamic systems.
Real-Time Control Systems: Foundations and Applications
Author: Pasquale De Marco
language: en
Publisher: Pasquale De Marco
Release Date: 2025-03-08
**Real-Time Control Systems: Foundations and Applications** provides a comprehensive exploration of the principles, techniques, and technologies that underpin real-time control systems, the cornerstone of modern society's infrastructure. This book delves into the intricacies of real-time control, equipping readers with the knowledge and skills necessary to design, implement, and analyze these systems in diverse applications. From the fundamental concepts of real-time control to the latest advancements in the field, this book offers a thorough examination of the underlying principles that govern the behavior of real-time systems. It explores various modeling, analysis, and design techniques, providing a solid foundation for understanding and developing these systems effectively. Real-time control systems find extensive applications in a wide range of industries, including manufacturing, robotics, power systems, transportation systems, and medical systems. This book explores the unique challenges and requirements of these applications, highlighting the critical role of real-time control in ensuring efficiency, safety, and reliability. Moreover, the book delves into the emerging trends and advancements in real-time control, such as the integration of the Internet of Things (IoT), cloud computing, big data, artificial intelligence, and machine learning. These technologies are transforming the landscape of real-time control systems, enabling new levels of intelligence, autonomy, and connectivity. With its comprehensive coverage of both the foundational principles and cutting-edge developments in real-time control, this book serves as an invaluable resource for researchers, engineers, and practitioners working in this rapidly evolving field. It provides a comprehensive understanding of the principles, techniques, and technologies that underpin real-time control systems, empowering readers to contribute to the development and application of these systems in various domains. **Key Features:** * Comprehensive coverage of the fundamentals of real-time control systems * In-depth exploration of modeling, analysis, and design techniques * Examination of real-time control applications in diverse industries * Discussion of emerging trends and advancements in real-time control * Ideal for researchers, engineers, and practitioners working in the field If you like this book, write a review!
Software Engineering Foundations
A groundbreaking book in this field, Software Engineering Foundations: A Software Science Perspective integrates the latest research, methodologies, and their applications into a unified theoretical framework. Based on the author's 30 years of experience, it examines a wide range of underlying theories from philosophy, cognitive informatics, denota