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Zeroing Dynamics, Gradient Dynamics, and Newton Iterations

Om Zeroing Dynamics, Gradient Dynamics, and Newton Iterations

This book is the first one that shows how to accurately and efficiently solve time-varying problems in real-time or online using continuous- or discrete-time zeroing dynamics. The authors provide a comprehensive treatment of the theory of both static and dynamic neural networks. They develop, analyze, model, simulate, and compare zeroing dynamics models for the online solution of numerous time-varying problems, such as root finding, nonlinear equation solving, matrix inversion, matrix square root finding, quadratic optimization, and inequality solving.

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  • Språk:
  • Engelska
  • ISBN:
  • 9781138894082
  • Format:
  • Häftad
  • Sidor:
  • 310
  • Utgiven:
  • 1. januari 2026
  • Mått:
  • 178x254x0 mm.
  Fri leverans
Leveranstid: 10-20 vardagar efter utgivningsdatum
Förväntad leverans: 23. januari 2026
  • Boken kan förbeställas tidigast 3 månader innan utgivningsdatumet

Beskrivning av Zeroing Dynamics, Gradient Dynamics, and Newton Iterations

This book is the first one that shows how to accurately and efficiently solve time-varying problems in real-time or online using continuous- or discrete-time zeroing dynamics. The authors provide a comprehensive treatment of the theory of both static and dynamic neural networks. They develop, analyze, model, simulate, and compare zeroing dynamics models for the online solution of numerous time-varying problems, such as root finding, nonlinear equation solving, matrix inversion, matrix square root finding, quadratic optimization, and inequality solving.

Användarnas betyg av Zeroing Dynamics, Gradient Dynamics, and Newton Iterations



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