Evaluation in quantitative structure-property relationship models of structural descriptors derived from information-theory operators

被引:40
作者
Ivanciuc, O
Ivanciuc, T
Cabrol-Bass, D
Balaban, AT
机构
[1] Univ Politehnica Bucharest, Fac Chem Technol, Dept Organ Chem, Bucharest 78100, Romania
[2] Univ Nice Sophia Antipolis, GRECFO, LARTIC, F-06108 Nice 2, France
来源
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES | 2000年 / 40卷 / 03期
关键词
D O I
10.1021/ci9900884
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
During the search for new structural descriptors we have defined the information-theory operators U(M), V(M), X(M), and Y(M), that are computed from atomic invariants and measure the information content of the elements of molecular matrices. Structural descriptors computed with these four information-theory operators are used to develop structure-property models for the boiling temperature, molar heat capacity, standard Gibbs energy of formation, vaporization enthalpy, refractive index, and density of alkanes. The information-theory operators were applied to six molecular matrices, namely, the distance D, the reciprocal distance RD, the distance-path D-p, the reciprocal distance-path RDp, the path Szeged Sz(p), and the reciprocal path Szeged RSz(p) matrices. In combination with other topological indices, the information-theory indices offer good structure-property models for all six alkane properties investigated in this study.
引用
收藏
页码:631 / 643
页数:13
相关论文
共 54 条
[1]  
Balaban A., 1999, TOPOLOGICAL INDICES, P21
[2]   NEW VERTEX INVARIANTS AND TOPOLOGICAL INDEXES OF CHEMICAL GRAPHS BASED ON INFORMATION ON DISTANCES [J].
BALABAN, AT ;
BALABAN, TS .
JOURNAL OF MATHEMATICAL CHEMISTRY, 1991, 8 (04) :383-397
[3]   CORRELATIONS USING TOPOLOGICAL INDEXES BASED ON REAL GRAPH INVARIANTS [J].
BALABAN, AT ;
BALABAN, TS .
JOURNAL DE CHIMIE PHYSIQUE ET DE PHYSICO-CHIMIE BIOLOGIQUE, 1992, 89 (7-8) :1735-1745
[4]   LOCAL VERSUS GLOBAL (IE ATOMIC VERSUS MOLECULAR) NUMERICAL MODELING OF MOLECULAR GRAPHS [J].
BALABAN, AT .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 1994, 34 (02) :398-402
[5]   USING REAL NUMBERS AS VERTEX INVARIANTS FOR 3RD-GENERATION TOPOLOGICAL INDEXES [J].
BALABAN, AT .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 1992, 32 (01) :23-28
[6]  
Balaban AT, 1995, SAR QSAR ENVIRON RES, V3, P81, DOI [10.1080/10629369508233996, DOI 10.1080/10629369508233996]
[7]  
Balaban AT, 1990, REPORTS MOL THEORY, V1, P133
[8]   COMPUTER-GENERATION OF ACYCLIC GRAPHS BASED ON LOCAL VERTEX INVARIANTS AND TOPOLOGICAL INDEXES - DERIVED CANONICAL LABELING AND CODING OF TREES AND ALKANES [J].
BALABAN, TS ;
FILIP, PA ;
IVANCIUC, O .
JOURNAL OF MATHEMATICAL CHEMISTRY, 1992, 11 (1-3) :79-105
[9]   MODELING THE ANTICANCER ACTION OF SOME RETINOID COMPOUNDS BY MAKING USE OF THE OASIS METHOD [J].
BONCHEV, D ;
MOUNTAIN, CF ;
SEITZ, WA ;
BALABAN, AT .
JOURNAL OF MEDICINAL CHEMISTRY, 1993, 36 (11) :1562-1569
[10]   Simulation of the C-13 nuclear magnetic resonance spectra of ribonucleosides using multiple linear regression analysis and neural networks [J].
Clouser, DL ;
Jurs, PC .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 1996, 36 (02) :168-172