Non-linear optimization of the material constants in Ogden's stress-deformation function for incompressinle isotropic elastic materials
- 1 January 1983
- journal article
- research article
- Published by Cambridge University Press (CUP) in The Journal of the Australian Mathematical Society. Series B. Applied Mathematics
- Vol. 24 (4) , 424-434
- https://doi.org/10.1017/s0334270000003787
Abstract
In previous papers, three terms have been included in Ogden's stress-deformation function for incompressible isotropic elastic materials. The material constants have been calculated by elementary methods and the resulting fits to sets of experimental data have been moderately good.The purpose of the present paper is to improve upon established correlation between theory and experiment by means of a systematic optimization procedure for calculating material constants. For purposes of illustration the Levenberg-Marquardt non-linear least squares optimization algorithm is adapted to determine the material constants in Ogden's stress-deformation function.The use of this algorithm for three-term stress-deformation functions improves somewhat on previous results. Calculations are also carried out in respect of a four-term stress-deformation function and further improvement in the fit is achieved over a large range of deformation.Keywords
This publication has 9 references indexed in Scilit:
- Nonlinear Curve-Fitting in the L 1 and L ∞ NormsMathematics of Computation, 1980
- A non-Gaussian theory for rubber in biaxial strain. I. Mechanical propertiesProceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences, 1979
- The deformation of rubber cylinders and tubes by rotationThe Journal of the Australian Mathematical Society. Series B. Applied Mathematics, 1977
- The properties of rubber in pure homogeneous strainJournal of Physics D: Applied Physics, 1975
- Strain energy functions of rubber. I. Characterization of gum vulcanizatesJournal of Applied Polymer Science, 1975
- Large deformation isotropic elasticity – on the correlation of theory and experiment for incompressible rubberlike solidsProceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences, 1972
- An Algorithm for Least-Squares Estimation of Nonlinear ParametersJournal of the Society for Industrial and Applied Mathematics, 1963
- A method for the solution of certain non-linear problems in least squaresQuarterly of Applied Mathematics, 1944
- Stress-strain data for vulcanised rubber under various types of deformationTransactions of the Faraday Society, 1944