Metasynthetic Computing and Engineering of Complex Systems - Longbing Cao

Metasynthetic Computing and Engineering of Complex Systems

(Autor)

Buch | Softcover
348 Seiten
2016 | Softcover reprint of the original 1st ed. 2015
Springer London Ltd (Verlag)
978-1-4471-7062-4 (ISBN)
90,94 inkl. MwSt
Provides a comprehensive overview and introduction to the concepts, methodologies, analysis, design and applications of metasynthetic computing and engineering. The author: • Presents an overview of complex systems, especially open complex giant systems such as the Internet, complex behavioural and social problems, and actionable knowledge discovery and delivery in the big data era. • Discusses ubiquitous intelligence in complex systems, including human intelligence, domain intelligence, social intelligence, network intelligence, data intelligence and machine intelligence, and their synergy through metasynthetic engineering. • Explains the concept and methodology of human-centred, human-machine-cooperated qualitative-to-quantitative metasynthesis for understanding and managing open complex giant systems, and its computing approach: metasynthetic computing. • Introduces techniques and tools for analysing and designing problem-solving systems for open complex problems and systems. Metasynthetic Computing and Engineering uses the systematology methodology in addressing system complexities in open complex giant systems, for which it may not only be effective to apply reductionism or holism. The book aims to encourage and inspire discussions, design, implementation and reflection of effective methodologies and tools for computing and engineering open complex systems and problems. Researchers, research students and practitioners in complex systems, artificial intelligence, data science, computer science, and even system science, cognitive science, behaviour science, and social science, will find this book invaluable.

 Preface.-  Complex Systems.- Ubiquitous Intelligence. - Systems Methodologies. – Computing Paradigms. –Metasynthesis. – OSOAD Methodology. –Visual Modelling. – Formal Modelling. – Integrative Modelling. – Agent Service- Oriented Architectural Design. – Agent Service-Oriented Detailed Design. – Ontological Engineering. – OSOAD Case  Study. – Actionable Knowledge Discovery and Delivery. – Learning Complex Behavioural and Social Data. – Opportunities and Prospects. Index

Erscheinungsdatum
Reihe/Serie Advanced Information and Knowledge Processing
Zusatzinfo 120 Illustrations, black and white; XIV, 348 p. 120 illus.
Verlagsort England
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Software Entwicklung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik Elektrotechnik / Energietechnik
Schlagworte Agent-Based Computing • Complex Adaptive Systems • Complex Intelligent Information Systems • Large scale systems • Metasynthetic Computing • Open Complex Giant Systems • Organization-oriented Computing • service-oriented computing
ISBN-10 1-4471-7062-8 / 1447170628
ISBN-13 978-1-4471-7062-4 / 9781447170624
Zustand Neuware
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