Automatic evaluation of first- and higher-derivative vectors

摘要

The numerical analysis of parameter-dependent nonlinear systems almost always involves first-derivative matrices and often also requires the evaluation of higher derivatives along certain singular directions. It is shown here how these selected derivative values can be obtained without differencing and at a reasonable cost under the realistic assumption that the nonlinear system is given in the form of a computer program for its evaluation. 14 refs.