Proceedings of the Romanian Academy Series A-Mathematics Physics Technical Sciences Information Science | |
On generalized cumulative information of Kuliback-Leibler type | |
Roxana CIUMARA1  | |
关键词: entropy; inaccuracy; cumulative Kullback-Leibler information; empirical cumulative; Kullback-Leibler information; Tsallis logarithm.; | |
DOI : | |
学科分类:计算机科学(综合) | |
来源: Editura Academiei Romane | |
【 摘 要 】
In this paper generalized versions of the empirical cumulative Kullback-Leiblerinformation are introduced, together with their alternative representations. The generalization refers toboth application of a weight function and the use of Tsallis extended logarithm in the originalKullback-Leibler information measure. The original measure was extensively studied in severalpapers. The first information measure proposed in this paper is the weighted version of the originalKullback-Leibler information, the second one implies the use of Tsallis extended logarithm, while thethird one, combines the first and second. Some properties of the new measures are also discussed.
【 授权许可】
Unknown
【 预 览 】
Files | Size | Format | View |
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RO201910280780867ZK.pdf | 191KB | download |