- 期刊
The Weighting Analysis of Influence Factor in Clinical Skin Physiology Assessment via Grey Entropy and GM (h, N)
並列摘要
The main purpose of this paper is to study the weighting analysis of clinical skin physiology assessment. First of all, we analyze skin's physiological factors, which include four factors: Cutometer, PH value, Sebumeter and Mx16. A detailed description of each influence factors is offered and based on the analysis of 61 experimental objects' testing numerical values. Then, use grey system theory in soft computing theory with its weighting model, which are grey entropy and GM (h, N) model, and derived the factors' weighting and relational of skin physical system from the skin characteristic analysis of diverse-aged research objects. The paper also use Matalab to develop a complete human-machine interface type of toolbox in order to support the calculation and verification the huge data in complex saturation. Having been used our mathematics models, we can get the rank of factors can be sorted into two clusters, and delivered results quite match the traditional concepts. Finally, we get the relational of skin physiological factors based on the skin characteristics of subjects at different ages, and delivered results quite match the traditional concepts. Finally, some further suggestions are indicated for the research in the future.