An entropy based approach to estimation of analytical information. A hypothesis

被引:1
|
作者
Apyari, Vladimir V. [1 ]
机构
[1] Lomonosov Moscow State Univ, Analyt Chem Div, Dept Chem, Leninskie Gory 1-3, Moscow 119991, Russia
关键词
Information; Analytical chemistry; Entropy; Correlation; ANALYTICAL-CHEMISTRY;
D O I
10.1016/j.chemolab.2017.07.007
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, we propose a hypothesis to outline features of amount of analytical information to be obtained during chemical analysis. The information is considered in its connection with thermodynamic properties of a system under analyzing, especially with entropy as a measure of the lost information. Based on this supposition, a formal mathematical relation that connects the volume of analytical information in a qualitative chemical analysis with the concentration of an analyte, temperature, molecular weight and its thermodynamic properties, e.g. enthalpy of formation, has been derived. This relation should not be considered as a rigid mathematical connection but may be used as a guide to search correlations between the analytical information and thermodynamic properties of a system. The first examples of such correlations are given. In many cases, absolute correlation coefficients, R, are higher than 0.9. In our opinion, this hypothesis seems to be promising but requires further confirmation within different fields of analytical chemistry, remaining open to question.
引用
收藏
页码:38 / 44
页数:7
相关论文
共 50 条
  • [41] On the Impact of Entropy Estimation on Transcriptional Regulatory Network Inference Based on Mutual Information
    Olsen, Catharina
    Meyer, Patrick E.
    Bontempi, Gianluca
    EURASIP JOURNAL ON BIOINFORMATICS AND SYSTEMS BIOLOGY, 2009, (01)
  • [42] Road Traffic Safety Risk Estimation Based on Driving Behavior and Information Entropy
    Cai X.-Y.
    Lei C.-L.
    Peng B.
    Tang X.-Y.
    Gao Z.-G.
    Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2020, 33 (06): : 190 - 201
  • [43] Information in generalized method of moments estimation and entropy-based moment selection
    Hall, Alastair R.
    Inoue, Atsushi
    Jana, Kalidas
    Shin, Changmock
    JOURNAL OF ECONOMETRICS, 2007, 138 (02) : 488 - 512
  • [44] Videogames and information. An approach about spanish newsgames as new informative perspective
    Gomez Garcia, Salvador
    Navarro Sierra, Nuria
    REVISTA ICONO 14-REVISTA CIENTIFICA DE COMUNICACION Y TECNOLOGIAS, 2013, 11 (02): : 31 - 51
  • [45] A Probability-Based Analytical Model Based on Deep Learning for Traffic Information Estimation
    Sun, Zhaoshan
    Pan, Jeng-Shyang
    Chen, Chi-Hua
    Wu, Tsu-Yang
    2020 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TAIWAN), 2020,
  • [46] Bolus Insulin calculation without meal information. A reinforcement learning approach
    Ahmad, Sayyar
    Beneyto, Aleix
    Contreras, Ivan
    Vehi, Josep
    ARTIFICIAL INTELLIGENCE IN MEDICINE, 2022, 134
  • [47] A METHOD FOR COMPUTING THE INFORMATION ENTROPY OF THE QUANTITATIVE ANALYTICAL DATA
    DAVID, V
    CIOMARTAN, D
    REVUE ROUMAINE DE CHIMIE, 1985, 30 (9-10) : 777 - 781
  • [48] A New Approach For Noise Data Detection Based on Cluster and Information Entropy
    Zhou, Xiaofeng
    Zhang, Yonglai
    Hao, Shengxuan
    Li, Shuai
    2015 IEEE INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2015, : 1416 - 1419
  • [49] Improving the efficiency of information processing based on the entropy-parametric approach
    Polosin, V. G.
    Bezborodova, E.
    Bodin, O. N.
    Trofimov, A. A.
    Ubiennykh, A. G.
    INTERNATIONAL WORKSHOP ADVANCED TECHNOLOGIES IN MATERIAL SCIENCE, MECHANICAL AND AUTOMATION ENGINEERING - MIP: ENGINEERING - 2019, 2019, 537
  • [50] Measuring Information On Mobile Devices Usage: An Entropy-Based Approach
    Srisawatsakul, Charnsak
    2016 20TH INTERNATIONAL COMPUTER SCIENCE AND ENGINEERING CONFERENCE (ICSEC), 2016,