LEADER 07138nam 22007455 450 001 9910299253203321 005 20200702125953.0 010 $a1-4471-6551-9 024 7 $a10.1007/978-1-4471-6551-4 035 $a(CKB)3710000000416751 035 $a(EBL)2096842 035 $a(SSID)ssj0001501010 035 $a(PQKBManifestationID)11882405 035 $a(PQKBTitleCode)TC0001501010 035 $a(PQKBWorkID)11536267 035 $a(PQKB)10570986 035 $a(DE-He213)978-1-4471-6551-4 035 $a(MiAaPQ)EBC2096842 035 $a(PPN)18603041X 035 $a(EXLCZ)993710000000416751 100 $a20150529d2015 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aMetasynthetic Computing and Engineering of Complex Systems /$fby Longbing Cao 205 $a1st ed. 2015. 210 1$aLondon :$cSpringer London :$cImprint: Springer,$d2015. 215 $a1 online resource (360 p.) 225 1 $aAdvanced Information and Knowledge Processing,$x1610-3947 300 $aDescription based upon print version of record. 311 $a1-4471-6550-0 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aPreface; Contents; Chapter 1: Complex Systems; 1.1 Introduction; 1.2 System Complexities; 1.3 System Transparency; 1.3.1 Black Boxes; 1.3.2 White Boxes; 1.3.3 Glass Boxes; 1.3.4 Grey Boxes; 1.4 System Classification; 1.5 Complex Agent Systems; 1.5.1 Multiagent Systems; 1.5.1.1 What Are Multiagent Systems; 1.5.1.2 Multiagent System Research Map; 1.5.2 Large-Scale Systems; 1.5.3 Large-Scale Multiagent Systems; 1.5.3.1 Concepts and Issues; 1.5.3.2 How Are ULS Systems Different? [40]; 1.5.3.3 Major Research Issues; 1.5.4 Open Complex Agent Systems; 1.5.4.1 Multiagent System Classification 327 $a1.5.4.2 Open Complex Agent Systems1.6 Hybrid Intelligent Systems; 1.6.1 Concept; 1.6.2 Hybridization Strategies; 1.6.3 Design Strategies; 1.6.4 Typical Hybrid Applications; 1.7 Evolution of Intelligent Systems; 1.8 Open Giant Intelligent Systems; 1.9 Computing and Engineering Complex Systems; 1.10 Summary; References; Chapter 2: Ubiquitous Intelligence; 2.1 Introduction; 2.2 Data Intelligence; 2.2.1 What Is Data Intelligence?; 2.2.2 Aims of Involving Data Intelligence; 2.2.3 Aspects of Data Intelligence; 2.3 Domain Intelligence; 2.3.1 What Is Domain Intelligence? 327 $a2.3.2 Aims of Involving Domain Intelligence2.3.3 Aspects of Domain Intelligence; 2.4 Network Intelligence; 2.4.1 What Is Network Intelligence?; 2.4.2 Aims of Involving Network Intelligence; 2.4.3 Aspects of Network Intelligence; 2.5 Human Intelligence; 2.5.1 What Is Human Intelligence?; 2.5.2 Aims of Involving Human Intelligence; 2.5.3 Aspects of Human Intelligence; 2.6 Organizational Intelligence; 2.6.1 What Is Organizational Intelligence?; 2.6.2 Aims of Involving Organizational Intelligence; 2.6.3 Aspects of Organizational Intelligence; 2.7 Social Intelligence 327 $a2.7.1 What Is Social Intelligence?2.7.2 Aims of Involving Social Intelligence; 2.7.3 Aspects of Social Intelligence; 2.8 Metasynthesis of Ubiquitous Intelligence; 2.9 Summary; References; Chapter 3: System Methodologies; 3.1 Introduction; 3.2 Reductionism; 3.3 Holism; 3.4 Systematology; 3.5 Summary; References; Chapter 4: Computing Paradigms; 4.1 Introduction; 4.2 Objects and Object-Oriented Methodology; 4.3 Components and Component-Based Methodology; 4.4 Services and Service-Oriented Methodology; 4.5 Agents and Agent-Oriented Methodology; 4.5.1 Goal-Oriented Requirements Analysis 327 $a4.5.2 Agent-Oriented Software Engineering4.5.2.1 MaSE; 4.5.2.2 MESSAGE; 4.5.2.3 TROPOS; 4.5.2.4 GAIA; 4.5.3 Issues in Agent-Oriented Software Engineering; 4.6 Relations Among Agents, Objects, Components, and Services; 4.7 Autonomic Computing; 4.8 Organizational Computing; 4.9 Behavior Computing; 4.10 Social Computing; 4.11 Cloud/Service Computing; 4.12 Metasynthetic Computing; References; Chapter 5: Metasynthesis; 5.1 Introduction; 5.2 Open Complex Giant Systems; 5.3 OCGS System Complexities; 5.4 Knowledge and Intelligence Emergence; 5.5 Theoretical Framework of Metasynthesis 327 $a5.6 Problem-Solving Process in M-Space 330 $aProvides a comprehensive overview and introduction to the concepts, methodologies, analysis, design and applications of metasynthetic computing and engineering. The author: Presents an overview of complex systems, especially open complex giant systems such as the Internet, complex behavioural and social problems, and actionable knowledge discovery and delivery in the big data era. Discusses ubiquitous intelligence in complex systems, including human intelligence, domain intelligence, social intelligence, network intelligence, data intelligence and machine intelligence, and their synergy through metasynthetic engineering. Explains the concept and methodology of human-centred, human-machine-cooperated qualitative-to-quantitative metasynthesis for understanding and managing open complex giant systems, and its computing approach: metasynthetic computing. Introduces techniques and tools for analysing and designing problem-solving systems for open complex problems and systems.  Metasynthetic Computing and Engineering of Complex Systems uses the systematological methodology in addressing system complexities in open complex giant systems, for which it may not only be effective to apply reductionism or holism. The book aims to encourage and inspire discussions, design, implementation and reflection of effective methodologies and tools for computing and engineering open complex systems and problems. Researchers, research students and practitioners in complex systems, artificial intelligence, data science, computer science, and even system science, cognitive science, behaviour science, and social science, will find this book invaluable. 410 0$aAdvanced Information and Knowledge Processing,$x1610-3947 606 $aSoftware engineering 606 $aRobotics 606 $aAutomation 606 $aArtificial intelligence 606 $aSoftware Engineering/Programming and Operating Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I14002 606 $aRobotics and Automation$3https://scigraph.springernature.com/ontologies/product-market-codes/T19020 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 615 0$aSoftware engineering. 615 0$aRobotics. 615 0$aAutomation. 615 0$aArtificial intelligence. 615 14$aSoftware Engineering/Programming and Operating Systems. 615 24$aRobotics and Automation. 615 24$aArtificial Intelligence. 676 $a006.3 700 $aCao$b Longbing$4aut$4http://id.loc.gov/vocabulary/relators/aut$0921499 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299253203321 996 $aMetasynthetic Computing and Engineering of Complex Systems$92433207 997 $aUNINA