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
Sprache:	Englisch
Veröffentlicht:	MDPI - Multidisciplinary Digital Publishing Institute 2023
Schlagworte:	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-Zugang:	ONIX_20230714_9783036576404_108
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Control, Optimization, and Mathematical Modeling of Complex Systems

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