Cyber-Physical Systems: Intelligent Models and Algorithms

Beschreibung

This book is devoted to intelligent models and algorithms as the core components of cyber-physical systems. The complexity of cyber-physical systems developing and deploying requires new approaches to its modelling and design. Presents results in the field of modelling technologies that leverage the exploitation of artificial intelligence, including artificial general intelligence (AGI) and weak artificial intelligence. Provides scientific, practical, and methodological approaches based on bio-inspired methods,  fuzzy models and algorithms, predictive modelling, computer vision and image processing. The target audience of the book are practitioners, enterprises representatives, scientists, PhD and Master students who perform scientific research or applications of intelligent models and algorithms in cyber-physical systems for various domains.
This book is devoted to intelligent models and algorithms as the core components of cyber-physical systems. The complexity of cyber-physical systems developing and deploying requires new approaches to its modelling and design. Presents results in the field of modelling technologies that leverage the exploitation of artificial intelligence, including artificial general intelligence (AGI) and weak artificial intelligence. Provides scientific, practical, and methodological approaches based on bio-inspired methods,  fuzzy models and algorithms, predictive modelling, computer vision and image processing. The target audience of the book are practitioners, enterprises representatives, scientists, PhD and Master students who perform scientific research or applications of intelligent models and algorithms in cyber-physical systems for various domains.
Defines the activities in the modelling technologies field leverage the exploitation of artificial intelligence Describes fuzzy models and algorithms as well as implementation of these technologies in the different domains Includes the development of predicting models, considering the increasing complexity of the business processes

Autor*in

Alla G. Kravets

Themen in »Cyber-Physical Systems: Intelligent Models and Algorithms«

Cyber-Physical Systems Bio-Inspired Modelling Artificial Intelligence Computer Vision Image Processing Predictive Modelling Fuzzy Models Artificial Neural Networks Uncertainty Explanation Biocomputation

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