Page 308 - Artificial Intelligence for the Internet of Everything

286 Index

Energy blockchain roadmap, 223–224f German government security report, 89
Energy Internet of Things (EIoT), 217 Germanwings Flight 9525, 2–3
Energy optimization, 68 Gershenfeld’s evolution, 3
Energy utilities, 220 “Google maps,”, 127
ERM. See Empirical risk minimizer (ERM) Google’s “Nest” thermostat, 119–120,
Ethereum-based smart contracts, 236–237 128–129
Expected-utility maximizing agent, GP. See Gaussian process (GP)
175–176 GPR. See Gaussian process regression
“expensify.com,”, 121 (GPR)
Experience messages, 78 Graph-based model, 279
Explicit measures, 32 Grid modernization, 217
Extent of automation, 133–134 Grid operators, 235–236
External communication workload, 79–80 “Guardian angel” app, 130
Extracted argument patterns via dialectical Guardtime KSI blockchain, 230f
analysis, assessing validity of,
204–208
H
F Habitual offenders, 121–122
Hamiltonian Monte Carlo (HMC), 35–36
Factor-to-variable messages, 78
Hashed node, verification of, 221f
Fast and frugal heuristics, 181
Hash tree consensus algorithm, computation
Fast sign gradient method (FGMS), 38–39
of, 221f
Feedback loop, 127
Hayek hypothesis, 172np
FGMS. See Fast sign gradient method
Health-care providers, 130
(FGMS)
Heating, ventilation and air conditioning
Formal definitions, 70–72
(HVAC) system, 246, 265
Formal optimization process, 76
Hessian, 37
Free energy, 69
Heterogeneity of components, 244–245
discrete decision making vs.,81
Higher-order IoBT applications, 3–4
Free-energy minimization, 73
HMC. See Hamiltonian Monte Carlo
distributed collaborative search via, 76–79
(HMC)
Free-energy principle, 68–69, 73–74, 78 Holonic agents, 15–16
Frequently human errors, 187
Holonic system, 276–277
Frictionless economy, 177–178, 178np
Homo economicus, 12–13
Frogger game, 275–277, 276f
vs. homo sapiens, 175–181
Full-gradient method, 25
cyborgs, 176–177
Fully autonomous, 131–132
trend reversal, 177–179
Future energy organizations, 233
trend sustaining, 179–181
Future of IoT, 120
Homo sapiens, homo economicus vs.,
175–181
G Howard, R. A., 150–153
Gale–Shapley algorithm, 179np Human-agent collaboration, 60
Gaussian process (GP), 32 Human-machine teaming, 8–9, 102–103,
Gaussian process regression (GPR), 33–34 108–109, 111
General framework of adaptive multiagent Human-machine teams, 113–114
behavior, 68 Human-machine trust, 102
Generalized linear models, 29–30 Humans, in ocean of things, 60–61
Generative density, 70 Human system operators, 87–88