An improved simulated annealing algorithm for vector quantizer design

Mengyu Zhu*, Yuliang Yang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

An improved Simulated Annealing algorithm in conjunction with GLA algorithm has been proposed in this paper. Using SA algorithm and new distortion measure, our new algorithm can avoid the GLA algorithm's defect in that is sensitive to the original codebook and is easy to fall into the locally optimal solution during the searching. The experiment results indicate that the improved algorithm can efficiently eliminate the sensibility to the original codebook, and improve performance for searching ability and subjective quality of decoding image.

源语言英语
主期刊名2009 World Summit on Genetic and Evolutionary Computation, 2009 GEC Summit - Proceedings of the 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation, GEC'09
1077-1080
页数4
DOI
出版状态已出版 - 2009
活动2009 World Summit on Genetic and Evolutionary Computation, 2009 GEC Summit - 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation, GEC'09 - Shanghai, 中国
期限: 12 6月 200914 6月 2009

出版系列

姓名2009 World Summit on Genetic and Evolutionary Computation, 2009 GEC Summit - Proceedings of the 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation, GEC'09

会议

会议2009 World Summit on Genetic and Evolutionary Computation, 2009 GEC Summit - 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation, GEC'09
国家/地区中国
Shanghai
时期12/06/0914/06/09

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