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Multi-layer quantum neural network controller trained by real-coded genetic algorithm

โœ Scribed by Takahashi, Kazuhiko; Kurokawa, Motoki; Hashimoto, Masafumi


Book ID
123090318
Publisher
Elsevier Science
Year
2014
Tongue
English
Weight
737 KB
Volume
134
Category
Article
ISSN
0925-2312

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Real-coded chaotic quantum-inspired gene
โœ Shuanfeng Zhao; Guanghua Xu; Tangfei Tao; Lin Liang ๐Ÿ“‚ Article ๐Ÿ“… 2009 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 690 KB

In this paper, a novel approach to adjusting the weightings of fuzzy neural networks using a Real-coded Chaotic Quantum-inspired genetic Algorithm (RCQGA) is proposed. Fuzzy neural networks are traditionally trained by using gradient-based methods, which may fall into local minimum during the learni