Public Member Functions | Private Attributes | List of all members
Couenne::ExprHess Class Reference

expression matrices. More...

#include <CouenneExprHess.hpp>

Collaboration diagram for Couenne::ExprHess:
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Public Member Functions

 ExprHess ()
 empty constructor More...
 
 ExprHess (CouenneProblem *)
 code for refilling jacobian More...
 
 ExprHess (const ExprHess &)
 copy constructor More...
 
ExprHessoperator= (const ExprHess &)
 code for refilling jacobian More...
 
ExprHessclone ()
 Cloning operator. More...
 
 ~ExprHess ()
 Destructor. More...
 
int nnz ()
 
intiRow ()
 
intjCol ()
 
intnumL ()
 
int ** lamI ()
 
expression *** expr ()
 

Private Attributes

int nnz_
 number of (symbolic) nonzeroes More...
 
intiRow_
 row indices (read this way by eval_h) More...
 
intjCol_
 col indices More...
 
intnumL_
 There are m+1 (m constraints + 1 obj) components: More...
 
int ** lamI_
 vector of indices in the lambda vector whose constraint has nonzero entry in this position of the hessian More...
 
expression *** expr_
 list of lists of pointers to expression More...
 

Detailed Description

expression matrices.

Used to evaluate the Hessian of the Lagrangian function at an optimal solution of the NLP

Definition at line 21 of file CouenneExprHess.hpp.

Constructor & Destructor Documentation

ExprHess::ExprHess ( )

empty constructor

Definition at line 22 of file CouenneExprHess.cpp.

ExprHess::ExprHess ( CouenneProblem p)

code for refilling jacobian

for each j in (obj,con) create j->deplist()

for each variable i create dense row for each j in (obj,con) for k in j->deplist(): k<=i if d^2(j)/(di dj) nonzero add term to list [i,j] sparsify row

for each variable, fill a row of the hessian

fill term for objective

Definition at line 111 of file CouenneExprHess.cpp.

ExprHess::ExprHess ( const ExprHess rhs)

copy constructor

Definition at line 33 of file CouenneExprHess.cpp.

ExprHess::~ExprHess ( )

Destructor.

Definition at line 74 of file CouenneExprHess.cpp.

Member Function Documentation

ExprHess & ExprHess::operator= ( const ExprHess rhs)

code for refilling jacobian

Definition at line 38 of file CouenneExprHess.cpp.

ExprHess * ExprHess::clone ( )

Cloning operator.

Definition at line 69 of file CouenneExprHess.cpp.

int Couenne::ExprHess::nnz ( )
inline

Definition at line 63 of file CouenneExprHess.hpp.

int* Couenne::ExprHess::iRow ( )
inline

Definition at line 64 of file CouenneExprHess.hpp.

int* Couenne::ExprHess::jCol ( )
inline

Definition at line 65 of file CouenneExprHess.hpp.

int* Couenne::ExprHess::numL ( )
inline

Definition at line 66 of file CouenneExprHess.hpp.

int** Couenne::ExprHess::lamI ( )
inline

Definition at line 67 of file CouenneExprHess.hpp.

expression*** Couenne::ExprHess::expr ( )
inline

Definition at line 69 of file CouenneExprHess.hpp.

Member Data Documentation

int Couenne::ExprHess::nnz_
private

number of (symbolic) nonzeroes

Definition at line 25 of file CouenneExprHess.hpp.

int* Couenne::ExprHess::iRow_
private

row indices (read this way by eval_h)

Definition at line 26 of file CouenneExprHess.hpp.

int* Couenne::ExprHess::jCol_
private

col indices

Definition at line 27 of file CouenneExprHess.hpp.

int* Couenne::ExprHess::numL_
private

There are m+1 (m constraints + 1 obj) components:

$ \nabla^2 \mathcal L (x,\lambda) = \nabla^2 f(x) + \lambda^\top \nabla^2 g(x) $

Implementing a FP requires adding one for gg', the gradient again being set up at the beginning (at least its expression members are known).

This can simply be hacked by the FP itself. Same for the changed hessian, simply replace the CouenneProblem's objective with sum (objective, norm)

Actually, we could do the gg' trick by replacing the objective with sum (objective, norm, gg') size of each lamI_

Definition at line 44 of file CouenneExprHess.hpp.

int** Couenne::ExprHess::lamI_
private

vector of indices in the lambda vector whose constraint has nonzero entry in this position of the hessian

Definition at line 46 of file CouenneExprHess.hpp.

expression*** Couenne::ExprHess::expr_
private

list of lists of pointers to expression

Definition at line 50 of file CouenneExprHess.hpp.


The documentation for this class was generated from the following files: