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Identification of evolutionary sequential systems-part 1: unified approach

✍ Scribed by Baron, Claude ;Geffroy, Jean-Claude ;Zamilpa, César

Publisher
John Wiley and Sons
Year
2001
Tongue
English
Weight
318 KB
Volume
17
Category
Article
ISSN
1069-8299

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✦ Synopsis

Abstract

Logical identification covers a wide range of applications dealing with constrained transformation processes between internal and external models of sequential systems. In this paper, we consider the differential identification approach whose purpose is to measure the influence of minor modifications of the internal or external models of an existing system. This class of identification is dedicated to sensitivity analysis: learning, redesign, diagnosis, etc. Thus, it reveals all its interest for the study of systems which have to adapt themselves to an evolving environment. This paper presents an overall view of the different differential identification approaches and their corresponding applications. We will propose a new resolution technique based on genetic simulation. In a second paper, we will focus on some experiments performed with a genetic identification tool. Copyright © 2001 John Wiley & Sons, Ltd.

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