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Up-> cppad_py library py_lib py_fun py_fun_optimize

cppad_py-> setup.py library whats_new_2018

library-> py_lib cpp_lib

py_lib-> py_fun py_sparse py_utility more_py

py_fun-> py_independent py_abort_recording py_fun_ctor py_fun_property py_fun_new_dynamic py_fun_jacobian py_fun_hessian py_fun_forward py_fun_reverse py_fun_optimize

py_fun_optimize-> fun_optimize_xam.py

Headings-> Syntax Purpose f Example

@(@\newcommand{\B}[1]{ {\bf #1} } \newcommand{\R}[1]{ {\rm #1} }@)@Optimize an AD Function
Syntax
f.optimize()

Purpose
This reduces the number of operations (hence to time and memory) used to compute the function stored in f On the other hand, the optimization may take a significant amount of time and memory.

f
This is a d_fun . Optimizing this f also optimizes the corresponding a_fun .

Example
fun_optimize_xam.py

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Input File: lib/python/fun_optimize.omh