A predictive quantitative structure-property relationship for glass transition temperature of 1,3-dialkyl imidazolium ionic liquids: Part 2. the nonlinear approach

Journal of Thermal Analysis and Calorimetry

Volumn 111, Issue 2, 2013, Pages 1639-1648

  Mousavisafavi, Seyed Mahmoud ^a   Gharagheizi, Farhad ^a   Mirkhani, Seyyed Alireza ^a   Akbari, Jafar ^a  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

Author keywords

Genetic function approximation; Glass transition temperature; Ionic liquids; Least squares support vector machine; Quantitative structure property relationship; Reliable model

Indexed keywords

ABSOLUTE AVERAGE DEVIATION; DESCRIPTORS; EXPERIMENTAL VALUES; FUNCTION APPROXIMATION; GENETIC-ALGORITHM OPTIMIZATIONS; IMIDAZOLIUM IONIC LIQUIDS; LEAST SQUARE SUPPORT VECTOR MACHINES; LEAST SQUARES SUPPORT VECTOR MACHINES; MODEL DEVELOPMENT; MODEL PARAMETERS; MOLECULAR DESCRIPTORS; NONLINEAR APPROACH; NONLINEAR RELATIONS; PARAMETER SELECTION; PREDICTIVE MODELS; QUANTITATIVE STRUCTURE PROPERTY RELATIONSHIPS; RELIABLE MODELS; ROOT MEAN SQUARE; SQUARED CORRELATION COEFFICIENTS; STATISTICAL PARAMETERS;

ELECTROLYTES; GLASS TRANSITION;

IONIC LIQUIDS;

EID: 84872495332     PISSN: 13886150     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10973-012-2208-7     Document Type: Article

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