Computational Intelligence for Decision Support in Cyber-Physical Systems
Başlık:
Computational Intelligence for Decision Support in Cyber-Physical Systems
Yazar:
Khan, Zeashan H. editor.
ISBN:
9789814585361
Fiziksel Niteleme:
VIII, 464 p. 211 illus., 153 illus. in color. online resource.
Seri:
Studies in Computational Intelligence, 540
İçindekiler:
Configurable, Energy-Efficient, Application- and Channel-aware Middleware Approaches for Cyber-Physical Systems -- Multi-objective optimization for error compensation in intelligent micro-factory CPS -- The Development of Cyber-Physical System in Health Care Industry -- Context-Aware Perception for Cyber-Physical Systems -- A Comparison of Golay Code and Neuro-Fuzzy Pulse Compression Methods in Ranging Applications -- Trajectory Generation for Autonomous Mobile Robots -- Fuzzy Logic-based Adaptive Decision Support in Autonomous Vehicular Networks -- Adaptive Trajectory Tracking of Wheeled Mobile Robot with uncertain Parameters -- Computational Intelligence in Smart Grids: Case Studies -- On–Line Demand Management of Low Voltage Residential Distribution Networks in Smart Grids -- Smart Inter-phase Switching of Residential Loads in Low Voltage Distribution Feeders -- The Optimization of Computational Stock Market Model Based Complex Adaptive Cyber Physical Logistics System: A Computational Intelligence Perspective -- Optimized Reconfigurable Autopilot Design for an Aerospace CPS -- TS Fuzzy Approach for Fault Detection in Nonlinear Cyber Physical Systems -- Novel Computational Intelligence for Optimizing Cyber Physical Pre-Evaluation System.
Özet:
This book is dedicated to applied computational intelligence and soft computing techniques with special reference to decision support in Cyber Physical Systems (CPS), where the physical as well as the communication segment of the networked entities interact with each other. The joint dynamics of such systems result in a complex combination of computers, software, networks and physical processes all combined to establish a process flow at system level. This volume provides the audience with an in-depth vision about how to ensure dependability, safety, security and efficiency in real time by making use of computational intelligence in various CPS applications ranging from the nano-world to large scale wide area systems of systems. Key application areas include healthcare, transportation, energy, process control and robotics where intelligent decision support has key significance in establishing dynamic, ever-changing and high confidence future technologies. A recommended text for graduate students and researchers working on the applications of computational intelligence methods in CPS.
Ek Kurum Yazar:
Elektronik Erişim:
http://dx.doi.org/10.1007/978-981-4585-36-1