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Control, Optimization, and Mathematical Modeling of Complex Systems

Complex systems have long been an integral part of modern life and can be encountered everywhere. Undertaking a comprehensive study of such systems is a challenging problem, one which is impossible to solve without the use of contemporary mathematical modeling techniques. Mathematical models form th...

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Format: Online
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:
optimal control problem
evolutionary computation
robotics applications
optimal control
Lyapunov stability
equilibrium point
symbolic regression
Pontryagin’s maximum principle
continuous-time Markov chains
ergodicity bounds
discrete state space
rate of convergence
logarithmic norm
interval analysis
function approximation
global optimization
convexity evaluation
overestimators
underestimators
machine learning control
general synthesis problem
evolutionary algorithm
adaptive interpolation algorithm
interval ordinary differential equations (ODEs)
sparse grids
hierarchical basis
multidimensional interpolation
high dimensions
molecular dynamics modeling
randomized maximum entropy estimation
probability density functions
Lagrange multipliers
Lyapunov-type problems
implicit function
rotation of vector field
asymptotic efficiency
thermokarst lakes
forecasting
dynamical tracking target
ship towing system
relative curvature
adaptive control
discrete velocity method
lattice Boltzmann method
computational fluid dynamics
mathematical modeling
estimation
minimax techniques
pareto optimization
regression analysis
statistical uncertainty
proton exchange membrane
proton electrolyte membrane
PEM
fuel cell
PEMFC
power electronic converter
DC–DC boost converter
model predictive control
MPC
self-scalable robots
modular robots
origami structures
complex system
synergistic effect
performance indicator
structure change
soft robotics
continuum mechanisms
modeling of complex systems
kinematic model of soft robots
mathematical modeling of complex systems
non-linear models
soft robotic neck
tendon-driven actuators
mathematical modelling
modelling in economics
impact of the COVID-19
logistics businesses
fractional-order virus models
stuxnet virus
numerical computing
supervisory control and data acquisition systems
computer networks
lyapunov analysis
image segmentation
remote sensing
terrain identification
data synthesis
transfer learning
controllability
observability
stochastic linear systems in finite and infinite dimensional spaces
stochastic singular linear systems in finite and infinite dimensional spaces
semigroup
evolution operator
GE-semigroup
GE-evolution operator
stochastic GE-evolution operator
feature selection
finite normal mixtures
moving separation of mixtures
deep LSTM
neural network architectures
deep learning
turbulent plasma
air–sea fluxes
n/a
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
thema EDItEUR::U Computing and Information Technology::UY Computer science
Online Access:ONIX_20230714_9783036576404_108
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