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Browsing 09 Engineering by Author "Lam Hak-Keung"

Now showing items 1-5 of 5

Hybrid particle swarm optimization with wavelet mutation and its industrial applications

Ling Steve; Lu H H C; Chan K; Lam Hak-Keung; Yeung B C W; Leung F H (IEEE-Inst Electrical Electronics Engineers Inc, 2008)

A new hybrid particle swarm optimization (PSO) that incorporates a wavelet-theory-based mutation operation is proposed. It applies the wavelet theory to enhance the PSO in exploring the solution space more effectively for ...
A novel genetic-algorithm-based neural network for short-term load forecasting

Ling Steve; Leung Frank; Lam Hak-Keung; Lee Y S; Tam P K S (IEEE-Inst Electrical Electronics Engineers Inc, 2003)

This paper presents a neural network with a novel neuron model. In this model, the neuron has two activation functions and exhibits a node-to-node relationship in the hidden layer. This neural network provides better ...
On interpretation of graffiti digits and characters for eBooks: Neural-fuzzy network and genetic algorithm approach

Leung K F; Leung Frank; Lam Hak-Keung; Ling Steve (IEEE-Inst Electrical Electronics Engineers Inc, 2004)

This paper presents the rule optimization, tuning of the membership functions, and optimization of the number of fuzzy rules, of a neural-fuzzy network (NFN) using a genetic algorithm (GA). The objectives are achieved, by ...
Optimal and stable fuzzy controllers for nonlinear systems based on an improved genetic algorithm

Leung Frank; Lam Hak-Keung; Ling Steve; Tam P K S (IEEE-Inst Electrical Electronics Engineers Inc, 2004)

This paper addresses the optimization and stabilization problems of nonlinear systems subject to parameter uncertainties. The methodology is based on a fuzzy logic approach and an improved genetic algorithm (GA). The TSK ...
Short-term electric load forecasting based on a neural fuzzy network

Ling Steve; Leung P H F; Lam Hak-Keung; Tam P K S (IEEE-Inst Electrical Electronics Engineers Inc, 2003)

Electric load forecasting is, essential to improve the reliability of the ac power line data network and provide optimal load scheduling in an intelligent home system. In this paper, a short-term load forecasting realized ...

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Browsing 09 Engineering by Author "Lam Hak-Keung"

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Browsing 09 Engineering by Author "Lam Hak-Keung"