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Introduction to the special issue on learning theory

✍ Scribed by P.L Bartlett; M Vidyasagar

Publisher
Elsevier Science
Year
1998
Tongue
English
Weight
46 KB
Volume
34
Category
Article
ISSN
0167-6911

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✦ Synopsis

In a typical system identiΓΏcation problem, we wish to accurately model the input/output behaviour of an unknown dynamical system. Consider the following approach to such a problem:

(1) Choose a class of models.

(2) Gather input/output data.

(3) Use the data to choose a model.

The key issues in this general approach are approximation, estimation, and computation.

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