Mathematical Tool of Discrete Dynamic Modeling of Complex Systems in Control Loop
Armen Bagdasaryan
TL;DR
This paper introduces a discrete modeling method for analyzing multi-level, hierarchical complex systems within control loops, focusing on their state dynamics and parameter trends.
Contribution
It presents a novel approach for modeling and analyzing large-scale hierarchical systems in control loops, emphasizing state dynamics and external control influences.
Findings
Effective modeling of multi-level system dynamics
Analysis of state behavior within control loops
Enhanced understanding of parameter trends
Abstract
In this paper we present a method of discrete modeling and analysis of multi-level dynamics of complex large-scale hierarchical dynamic systems subject to external dynamic control mechanism. In a model each state describes parallel dynamics and simultaneous trends of changes in system parameters. The essence of the approach is in analysis of system state dynamics while it is in the control loop.
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Taxonomy
TopicsAdvanced Data Processing Techniques · Mathematical Control Systems and Analysis · Simulation Techniques and Applications