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Linear, Polynomial, and Look-Up Table Models

  • Oliver Nelles

Abstract

This chapter analyzes some classical or traditional model architectures for nonlinear static processes. These model architectures are widely used in theory and practice. The simplest approach pursued in Sect. 10.1 is to approximate the nonlinear process behavior with a linear model. In the subsequent section, the polynomial approximator is discussed. Finally, in Sect. 10.3 the standard grid-based look-up table with linear interpolation is analyzed.

Keywords

Basis Function Input Space Polynomial Model Linear Parameter Regression Matrix 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2001

Authors and Affiliations

  • Oliver Nelles
    • 1
  1. 1.UC Berkeley / TU DarmstadtKronbergGermany

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