Застосування нейронних мереж Хопфілда для розв'язання CSP задач
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Date
2015
Authors
Галковська, Любов
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Abstract
This work introduces review of the existing methods for solving CSP and FCSP, which are based on Hopfield network. The first attempt to apply this type of neural networks to solving CSP was made by
Hopfield himself. This new algorithm was followed by the sequence of its modifications developed by others.
So, all of the algorithms described in the current article are modifications of the single algorithm, which are extending and supplement one another. Also the article contains some comparative characteristics of the described methods with other existing methods for solving CSP (which are not based on neural network).
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Keywords
CSP, задача задоволення обмежень, нейронна мережа, нейронна мережа Хопфілда
Citation
Галковська Л. О. Застосування нейронних мереж Хопфілда для розв'язання CSP задач / Галковська Л. О. // Наукові записки НаУКМА. - 2015. - Т. 177 : Комп'ютерні науки. - С. 16-24.