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Hybrid System Identification|Fabien Lauer

Hybrid System Identification : Theory and Algorithms for Learning Switching Models

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Overview

Introduction.- System Identification.- Classification.- Hybrid System Identification.- Exact Methods for Hybrid System Identification.- Estimation of Switched Linear/Affine Models.- Estimation of Piecewise Affine Models.- Recursive and State-space Identification of Hybrid Systems.- Nonlinear Hybrid System Identification.

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Details

  • ISBN-13: 9783030001926
  • ISBN-10: 303000192X
  • Publisher: Springer
  • Publish Date: October 2018
  • Dimensions: 9.21 x 6.14 x 0.69 inches
  • Shipping Weight: 1.24 pounds
  • Page Count: 253

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