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The book Complexity and Control: Towards a Rigorous Behavioral Theory of Complex Dynamical Systems is a graduate-level monographic textbook, intended to be a novel and rigorous contribution to modern Complexity Theory. This book contains 11 chapters and is designed as a one-semester course for engineers; applied and pure mathematicians; theoretical and experimental physicists; computer and economic scientists; theoretical chemists and biologists, as well as all mathematically educated scientists and students, both in industry and academia, interested in predicting and controlling complex dynamical systems of arbitrary nature.
Differentiable dynamical systems. --- Chaotic behavior in systems. --- System analysis. --- Control theory. --- Computational complexity. --- Complexity, Computational --- Electronic data processing --- Machine theory --- Dynamics --- Network analysis --- Network science --- Network theory --- Systems analysis --- System theory --- Mathematical optimization --- Chaos in systems --- Chaos theory --- Chaotic motion in systems --- Differentiable dynamical systems --- Nonlinear theories --- Differential dynamical systems --- Dynamical systems, Differentiable --- Dynamics, Differentiable --- Differential equations --- Global analysis (Mathematics) --- Topological dynamics
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This book is open access under a CC BY 4.0 license. This book establishes the foundations needed to realize the ultimate goals for artificial intelligence, such as autonomy and trustworthiness. Aimed at scientists, researchers, technologists, practitioners, and students, it brings together contributions offering the basics, the challenges and the state-of-the-art on trusted autonomous systems in a single volume. The book is structured in three parts, with chapters written by eminent researchers and outstanding practitioners and users in the field. The first part covers foundational artificial intelligence technologies, while the second part covers philosophical, practical and technological perspectives on trust. Lastly, the third part presents advanced topics necessary to create future trusted autonomous systems. The book augments theory with real-world applications including cyber security, defence and space.
Engineering. --- Algorithms. --- Artificial intelligence. --- Computer mathematics. --- Robotics. --- Automation. --- Electronics. --- Microelectronics. --- Robotics and Automation. --- Artificial Intelligence (incl. Robotics). --- Electronics and Microelectronics, Instrumentation. --- Computational Mathematics and Numerical Analysis. --- Algorithm Analysis and Problem Complexity. --- Microminiature electronic equipment --- Microminiaturization (Electronics) --- Electronics --- Microtechnology --- Semiconductors --- Miniature electronic equipment --- Electrical engineering --- Physical sciences --- Automatic factories --- Automatic production --- Computer control --- Engineering cybernetics --- Factories --- Industrial engineering --- Mechanization --- Assembly-line methods --- Automatic control --- Automatic machinery --- CAD/CAM systems --- Robotics --- Automation --- Machine theory --- Computer mathematics --- Discrete mathematics --- Electronic data processing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Algorism --- Algebra --- Arithmetic --- Construction --- Industrial arts --- Technology --- Mathematics --- Foundations --- Computer science --- Computer software. --- Artificial Intelligence. --- Mathematics. --- Software, Computer --- Computer systems --- Trusted Autonomy --- Automation Technology --- Autonomous Systems --- Self-Governance --- Trusted Autonomous Systems --- Design of Algorithms and Methodologies --- Control engineering. --- Control, Robotics, Automation. --- Data processing. --- Control engineering --- Control equipment --- Control theory --- Engineering instruments --- Programmable controllers
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