preprintarXiv (Cornell University)Jun 11, 2024GREEN OA

Adaptive Control: Algorithms, Analysis and Applications

GIPSA-Lab · Heuristics and Diagnostics for Complex Systems · +1 more institution

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Abstract

Adaptive control provides techniques for adjusting control parameters in real time to maintain system performance despite unknown or changing process parameters. These methods use real data to tune controllers and adjust plant models or controller parameters. The field has progressed significantly since the 1970s, helped by digital computers. Early applications offered essential feedback, and theoretical advances solved many basic problems. This book comprehensively treats adaptive control, guiding readers from basic problems to analytical solutions with practical applications. Presenting a unified view is challenging due to various design steps and applications. However, a coherent presentation of basic…

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292
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Authors

4

Topics & keywords

Keywords
  • Computer science
  • Algorithm
  • Control (management)
  • Adaptive control
  • Artificial intelligence
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