Automatic generation of FORTRAN-Coded Jacobians and Hessians

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Abstract

A package for automatically generating efficient (FORTRAN) code for calculating Jacobians and Hessians is presented. It is meant as an extension to the symbolic-numeric interface of REDUCE. GENTRAN and the code optimizer prove to be a powerful combination. GENTRAN, a code GENeration and TRANslation package, is both used for translating Lisp code into FORTRAN and for template processing. The code optimizer is used for locally optimizing the generated code.

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van den Heuvel, P., van Hulzen, J. A., & Goldman, V. V. (1989). Automatic generation of FORTRAN-Coded Jacobians and Hessians. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 378 LNCS, pp. 120–131). Springer Verlag. https://doi.org/10.1007/3-540-51517-8_99

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