Item – Theses Canada

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OCLC number
1006834879
Link(s) to full text
LAC copy
LAC copy
Author
Yang, Wei,1969-
Title
A comparison of training techniques : ADALINE, back progagation and genetic algorithms.
Degree
M.Comp. Sc. -- Concordia University, 2000
Publisher
Ottawa : National Library of Canada = Bibliothèque nationale du Canada, [2000]
Description
2 microfiches
Notes
Includes bibliographical references.
Abstract
This study is in the area of neural network architectures and training algorithms. The emphasis is placed on the comparisons of ADALINE, Back Propagation and Genetic Algorithms in training neural networks. Concrete examples are developed to illustrate and reveal the fundamental theories of neural networks, and demonstrate the strengths and weaknesses of ADALINE, Back Propagation and Genetic Algorithms. An object-oriented approach is applied in the overall analysis and design of the neural network architectures. The Object-oriented programming with C++ is used to facilitate the development and implementation of the neural network architectures and training algorithms.
ISBN
0612478572
9780612478572