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Intelligent computing about complex dynamical systems

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  • Zhao, Feng

Abstract

We develop computational mechanisms for intelligently simulating nonlinear control systems. These mechanisms enhance numerical simulations with deep domain knowledge of dynamical systems theory and control theory, a qualitative phase-space representation of dynamical systems, symbolic and geometric manipulation capabilities, and a high-level interface. Programs equipped with these capabilities are able to autonomously simulate a dynamical system, analyze the simulation results, and utilize the analysis to perform design tasks. We demonstrate the mechanisms with an implemented computational environment called the Control Engineer's Workbench.

Suggested Citation

  • Zhao, Feng, 1994. "Intelligent computing about complex dynamical systems," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 36(4), pages 423-432.
    • Handle: RePEc:eee:matcom:v:36:y:1994:i:4:p:423-432
    DOI: 10.1016/0378-4754(94)90075-2
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