1. Asymptotics of the geometric mean error in the quantization for in-homogeneous self-similar measures.
- Author
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Zhu, Sanguo, Zhou, Youming, and Sheng, Yongjian
- Subjects
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GEOMETRIC quantization , *ERROR analysis in mathematics , *SET theory , *PROBABILITY theory , *INDEPENDENCE (Mathematics) , *MEASURE theory , *STOCHASTIC convergence - Abstract
Let ( f i ) i = 1 N be a family of contractive similitudes on R q satisfying the open set condition. Let ( p i ) i = 0 N be a probability vector with p i > 0 for all i = 0 , 1 , … , N . We study the asymptotic geometric mean errors e n , 0 ( μ ) , n ≥ 1 , in the quantization for the in-homogeneous self-similar measure μ associated with the condensation system ( ( f i ) i = 1 N , ( p i ) i = 0 N , ν ) . We focus on the following two independent cases: (I) ν is a self-similar measure on R q associated with ( f i ) i = 1 N ; (II) ν is a self-similar measure associated with another family of contractive similitudes ( g i ) i = 1 M on R q satisfying the open set condition and ( ( f i ) i = 1 N , ( p i ) i = 0 N , ν ) satisfies a version of in-homogeneous open set condition. We show that, in both cases, the quantization dimension D 0 ( μ ) of μ of order zero exists and agrees with that of ν , which is independent of the probability vector ( p i ) i = 0 N . We determine the exact convergence order of ( e n , 0 ( μ ) ) n = 1 ∞ ; namely, for D 0 ( μ ) = : d 0 , there exists a constant D > 0 , such that D − 1 n − 1 d 0 ≤ e n , 0 ( μ ) ≤ D n − 1 d 0 , n ≥ 1 . [ABSTRACT FROM AUTHOR]
- Published
- 2016
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