ISBN:
9783030107673
Language:
English
Pages:
1 online resource (339 pages)
Series Statement:
Studies in Computational Intelligence Ser. v.820
Parallel Title:
Erscheint auch als
DDC:
302.30284999999998
Keywords:
Online social networks
;
Online social networks
;
Electronic books
Abstract:
Intro -- Preface -- Acknowledgements -- Contents -- About the Authors -- Abstract -- 1 Introduction to Learning Automata Models -- 1.1 Introduction -- 1.2 Learning Automata -- 1.2.1 Environment -- 1.2.2 Automaton -- 1.2.3 Fixed-Structure Learning Automata (FSLA) -- 1.2.4 Variable-Structure Learning Automata (VSLA) -- 1.2.5 Variable Action Set Learning Automata -- 1.2.6 Continuous Action-Set Learning Automata (CALA) -- 1.2.7 Non-estimator Learning Algorithms -- 1.2.8 Estimator Learning Algorithms -- 1.2.9 Pursuit Algorithms -- 1.3 Interconnected Learning Automata -- 1.3.1 Hierarchical Structure Learning Automata (HSLA) -- 1.3.2 Multi-level Game of Learning Automata -- 1.3.3 Network of Learning Automata (NLA) -- 1.3.4 Distributed Learning Automata (DLA) -- 1.3.5 Extended Distributed Learning Automata (eDLA) -- 1.4 Recent Applications of Learning Automata -- 1.5 Conclusion -- References -- 2 Wavefront Cellular Learning Automata: A New Learning Paradigm -- 2.1 Introduction -- 2.1.1 Cellular Learning Automata -- 2.2 Wavefront Cellular Learning Automata -- 2.2.1 Analysis -- 2.3 Conclusion -- References -- 3 Social Networks and Learning Systems: A Bibliometric Analysis -- 3.1 Introduction -- 3.2 Material and Method -- 3.2.1 Data Collection and Initial Results -- 3.2.2 Refining the Initial Results -- 3.2.3 Analyzing the Final Results -- 3.3 Results -- 3.3.1 Initial Result Statistics -- 3.3.2 Key Journals -- 3.3.3 Key Researchers -- 3.3.4 Key Articles -- 3.3.5 Key Affiliation -- 3.3.6 Top Keywords -- 3.4 Conclusion -- References -- 4 Social Network Sampling -- 4.1 Introduction -- 4.2 Categorization of Graph Sampling Algorithms -- 4.2.1 Random Versus Topology-Based Sampling -- 4.2.2 Simple Versus Extended Sampling -- 4.2.3 Static Versus Streaming Graph Sampling -- 4.3 Learning Automata Based Graph Sampling Algorithms.
Note:
Description based on publisher supplied metadata and other sources
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