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What is Least-Squares Algorithm

Chapter 109
Encyclopedia of Artificial Intelligence
An optimization scheme that minimizes the square of the sum of the approximation errors.
Published in Chapter:
Fuzzy Systems Modeling: An Introduction
Young Hoon Joo (Kunsan National University, Korea) and Guanrong Chen (City University of Hong Kong, China)
Copyright: © 2009 |Pages: 10
DOI: 10.4018/978-1-59904-849-9.ch109
Abstract
The basic objective of system modeling is to establish an input-output representative mapping that can satisfactorily describe the system behaviors, by using the available input-output data based upon physical or empirical knowledge about the structure of the unknown system.
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