Page 10 - Artificial Intelligence for the Internet of Everything

Contents ix

13. Compositional Models for Complex Systems 241
Spencer Breiner, Ram D. Sriram, Eswaran Subrahmanian
13.1 Introduction 241
13.2 Characteristics of Complex Systems 244
13.3 System Design Is a Recursive Process 246
13.4 Inductive Datatypes and Algebraic Structures 251
13.5 Coalgebra and Infinite Datatypes 256
13.6 Operads as Compositional Architectures 258
13.7 Architectures for Learning 263
13.8 Conclusion 266
Disclaimer 269
References 269

14. Meta-Agents: Using Multi-Agent Networks to Manage Dynamic
Changes in the Internet of Things 271
Hesham Fouad, Ira S. Moskowitz
14.1 Introduction 271
14.2 Managing Complexity 272
14.3 Sentry Agents 273
14.4 An Illustrative Example 275
14.5 Reasoning 278
14.6 Challenges and Conclusion 279
Acknowledgments 280
References 280

Index 283