Computational Intelligence for Decision Support in Cyber-Physical Systems
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Beschreibung
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.
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.
First book to discuss decision support in complex Cyber Physical Systems with application areas ranging from health care and robotics to aerospace and defense systems Real world scenarios are discussed for applied computational intelligence techniques in control, monitoring, diagnosis and fault tolerant control of Cyber Physical Systems Includes many examples where computational intelligence and soft computing based decision support is found superior to model based adaptive methods Includes supplementary material: sn.pub/extras
Autor*in
Zeashan H Khan
Themen in »Computational Intelligence for Decision Support in Cyber-Physical Systems«
Autonomous Collision Avoidance Bio-inspired Optimization Cyber-physical Systems Embedded Biomedical Devices Embedded Computation/Sensors Energy-efficient Smart Homes Evolutionary Computing Intelligent Mobile Vehicles Nano-tolerance Manufacturing Neuro Fuzzy Inference Particle Swarm Optimization Approach