Memory function nonlinear system

It has been shown that the thermodynamic foundations of plasticity may be considered within the framework of the continuum mechanics of materials with memory. A nonlinear material with memory is defined by a system of constitutive equations in which some state functions such as the stress tension or the internal energy, the heat flux, etc., are determined as functionals of a function which represents the time history of the local configuration of a material particle. 

Nonlinear CG methods form another popular type of optimization scheme for large-scale problems where memory and computational performance are important considerations. These methods were first developed in the 1960s by combining the linear CG method (an iterative technique for solving linear systems Ax = b where A is an /i x /i matrix ) with line-search techniques. The basic idea is that if / were a convex quadratic function, the resulting nonlinear CG method would reduce to solving the Newton equations (equation 27) for the constant and positive-definite Hessian H. 

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