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2 Journal of Applied Computer Science

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A survey of hard-to-color graphs for off-line and on-line model of vertex coloring

100%

Borowiecki P. , Kubale M.

2001

tom Vol. 9, nr 2

7-17

In the paper we review the most popular on-line and off-line graph coloring algorithms. For each algorithm we give: short description. performance guarantee, the smallest HC and slightly HC graphs, positive cases and negative cases. Finally, we give the smallest benchmark for off-line sequential algorithms and the smallest weak benchmark for on-line algorithms.

On-line adaptive learning rate BP algorithm for MLP and application to an identification problem

80%

Sha D. H. , Bajić V. B.

tom Vol. 7, nr 2

67-82

An on-line algorithm that uses an adaptive learning rate is proposed. Its development is based on the analysis of the convergence of the conventional gradient descent method for three-layer BP neural networks. The effectiveness of the proposed algorithm applied to the identification and prediction of behavior of non-linear dynamic systems is demonstrated by simulation experiments.