Particle swarm optimization for neural network learning enhancement
Backpropagation (BP) algorithm is widely used to solve many real world problems by using the concept of Multilayer Perceptron (MLP). However, major disadvantages of BP are its convergence rate is relatively slow and always being trapped at the local minima. To overcome this problem, Genetic Algorith...
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| Main Author: | |
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| Format: | Thesis |
| Language: | English |
| Published: |
2006
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| Subjects: | |
| Online Access: | http://eprints.utm.my/id/eprint/5381/1/HazaNuzlyAbdullHamedMFSKSM2006.pdf http://eprints.utm.my/id/eprint/5381/ |
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| Institution: | Universiti Teknologi Malaysia |
| Language: | English |