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首页> 外文期刊>Journal of information science and engineering >A Tabu Search Based Maximum Descent Algorithm for VQ Codebook Design
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A Tabu Search Based Maximum Descent Algorithm for VQ Codebook Design

机译:用于VQ码本设计的基于禁忌搜索的最大下降算法

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摘要

A maximum descent (MD) method has been proposed for vector quantization (VQ) codebook design. Compared with the traditional generalized Lloyd algorithm (GLA), the MD algorithm achieves better codebook performance with far less computation time. However, searching for the optimal partitioning hyperplane of a multidimensional cluster Is a difficult problem in the MD algorithm. Three partition techniques have been pro- Posed for the MD method in the literature.
机译:对于矢量量化(VQ)码本设计,已经提出了最大下降(MD)方法。与传统的广义Lloyd算法(GLA)相比,MD算法以更少的计算时间实现了更好的码本性能。然而,在多维算法中寻找多维簇的最优分割超平面是一个难题。文献中为MD方法提出了三种分割技术。

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