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Identification, Knowledge Engineering and Digital Modeling for Adaptive and Intelligent Control
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The Special Issue aimed to bring together scientists working in various branches of control theory to discuss manufacturing control problems that include the following: enterprise control and digital ecosystem creation; the development of identification theory and methodology, and related mathematical problems; parameter, nonparametric, and structure identification and expert analysis; problems regarding selection and data analysis; control systems with an identifier; modeling in intelligent systems; simulation procedures and software; digital identification; reinforcement learning; quantum modeling; intelligent model predictive control; predictive cognitive issues; problems with software quality for complex systems; and global network resources for support processes of modeling and control.
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Keywords
- 2D random search
- action
- adaptive differential evolution
- artificial neural network
- associative search models
- balanced identification
- Bayes criterion
- bilinear system process identification
- bilinear systems
- block control principle
- cognitive dissonance
- Conformity
- Consensus
- control Lyapunov function
- controllability
- Decision-making
- decomposition
- deep neural network
- dynamic mode decomposition
- dynamic system
- eigenmode decomposition
- equilibrium stability
- Error analysis
- evolutionary computing
- external disturbances
- generalized Lyapunov equation
- Gramian method
- Gramians
- Haar wavelets
- Hammerstein
- high-gain factors
- Identification
- informational confrontation
- informational control
- integral model
- interception
- invariance
- inverse problems
- Izhikevich artificial neuron
- knowledgebase
- least square technique
- linear plasma models
- LMI
- loss function
- Mathematics & science
- mean risk
- modeling
- multivariate filter
- n/a
- nonlinear system identification
- nonparametric identification
- nonparametric model
- numerical algorithm
- observability
- observable stochastic systems (OStS)
- one-dimensional heat equation
- optimal stochastic control
- parametric uncertainty
- path planning
- plasma equilibrium reconstruction
- psychic and behavioral components of activity
- reactive distillation
- Reference, information & interdisciplinary subjects
- regular form
- regularization
- Research & information: general
- result of activity
- Robust control
- Runge–Kutta method
- selection of the smoothing option
- sigmoid function
- Sliding mode control
- small-signal analysis
- smoothing cubic splines
- soft sensing
- spectral expansions
- state observer
- stochastic process (StP)
- super-stability
- System identification
- threshold behavior
- tokamak
- vestibular–ocular reflex
- Volterra equations
- wavelet analysis
- wavelet canonical expansion (WLCE)
Links
DOI: 10.3390/books978-3-0365-8061-6Editions