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Mathematical analysis of some neural networks for solving linear and quadratic programming

✍ Scribed by Xiangsun Zhang


Publisher
Institute of Applied Mathematics, Chinese Academy of Sciences and Chinese Mathematical Society
Year
1996
Tongue
English
Weight
691 KB
Volume
12
Category
Article
ISSN
0168-9673

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✍ Gilli, M.; Civalleri, P. P.; Roska, T.; Chua, L. O. πŸ“‚ Article πŸ“… 1998 πŸ› John Wiley and Sons 🌐 English βš– 126 KB πŸ‘ 2 views

The algorithm for quadratic global optimization performed by a cellular neural network (CNN) with a slowly varying slope of the output characteristic (see References 1 and 2) is analysed. It is shown that the only CNN which ΓΏnds the global minimum of a quadratic function for any values of the input