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CglKnapsackCover Class Reference

Knapsack Cover Cut Generator Class. More...

`#include <CglKnapsackCover.hpp>`

Inheritance diagram for CglKnapsackCover:
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Collaboration diagram for CglKnapsackCover:
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## Classes
struct | CliqueType
| Clique type. More...

## Public Member Functions
void | setTestedRowIndices (int num, const int *ind)
| A method to set which rows should be tested for knapsack covers. More...
Generate Cuts
virtual void | generateCuts (const OsiSolverInterface &si, OsiCuts &cs, const CglTreeInfo info=CglTreeInfo())
| Generate knapsack cover cuts for the model of the solver interface, si. More...
Constructors and destructors
| CglKnapsackCover ()
| Default constructor. More...
| CglKnapsackCover (const CglKnapsackCover &)
| Copy constructor. More...
virtual CglCutGenerator * | clone () const
| Clone. More...
CglKnapsackCover & | operator= (const CglKnapsackCover &rhs)
| Assignment operator. More...
virtual | ~CglKnapsackCover ()
| Destructor. More...
virtual std::string | generateCpp (FILE *fp)
| Create C++ lines to get to current state. More...
virtual void | refreshSolver (OsiSolverInterface *solver)
| This can be used to refresh any information. More...
Sets and gets
void | setMaxInKnapsack (int value)
| Set limit on number in knapsack. More...
int | getMaxInKnapsack () const
| get limit on number in knapsack More...
void | switchOffExpensive ()
| Switch off expensive cuts. More...
void | switchOnExpensive ()
| Switch on expensive cuts. More...
Public Member Functions inherited from CglCutGenerator
| CglCutGenerator ()
| Default constructor. More...
| CglCutGenerator (const CglCutGenerator &)
| Copy constructor. More...
CglCutGenerator & | operator= (const CglCutGenerator &rhs)
| Assignment operator. More...
virtual | ~CglCutGenerator ()
| Destructor. More...
int | getAggressiveness () const
| Get Aggressiveness - 0 = neutral, 100 is normal root node. More...
void | setAggressiveness (int value)
| Set Aggressiveness - 0 = neutral, 100 is normal root node. More...
void | setGlobalCuts (bool trueOrFalse)
| Set whether can do global cuts. More...
bool | canDoGlobalCuts () const
| Say whether can do global cuts. More...
virtual bool | mayGenerateRowCutsInTree () const
| Returns true if may generate Row cuts in tree (rather than root node). More...
virtual bool | needsOptimalBasis () const
| Return true if needs optimal basis to do cuts. More...
virtual int | maximumLengthOfCutInTree () const
| Return maximum length of cut in tree. More...

## Private Attributes
Private member data
double | epsilon_
| epsilon More...
double | epsilon2_
| Tolerance to use for violation - bigger than epsilon_. More...
double | onetol_
| 1-epsilon More...
int | maxInKnapsack_
| Maximum in knapsack. More...
int | numRowsToCheck_
| which rows to look at. More...
int * | rowsToCheck_
bool | expensiveCuts_
| exactKnapsack can be expensive - this switches off some More...
const OsiSolverInterface * | solver_
| Cliques **** TEMP so can reference from listing. More...
int | whichRow_
int * | complement_
double * | elements_
int | numberCliques_
| Number of cliques. More...
CliqueType * | cliqueType_
int * | cliqueStart_
| Start of each clique. More...
CliqueEntry * | cliqueEntry_
| Entries for clique. More...
int * | oneFixStart_
| Start of oneFixes cliques for a column in matrix or -1 if not in any clique. More...
int * | zeroFixStart_
| Start of zeroFixes cliques for a column in matrix or -1 if not in any clique. More...
int * | endFixStart_
| End of fixes for a column. More...
int * | whichClique_
| Clique numbers for one or zero fixes. More...
int | numberColumns_
| Number of columns. More...

## Friends
void | CglKnapsackCoverUnitTest (const OsiSolverInterface *siP, const std::string mpdDir)
| A function that tests the methods in the CglKnapsackCover class. More...

## Private methods
int | createCliques (OsiSolverInterface &si, int minimumSize=2, int maximumSize=100, bool extendCliques=false)
| Creates cliques for use by probing. More...
int | deriveAKnapsack (const OsiSolverInterface &si, OsiCuts &cs, CoinPackedVector &krow, bool treatAsLRow, double &b, int *complement, double *xstar, int rowIndex, int numberElements, const int *index, const double *element)
| deriveAKnapsack returns 1 if it is able to derive a (canonical) knapsack inequality in binary variables of the form ax<=b from the rowIndex-th row in the model, returns 0 otherwise. More...
int | deriveAKnapsack (const OsiSolverInterface &si, OsiCuts &cs, CoinPackedVector &krow, double &b, int *complement, double *xstar, int rowIndex, const CoinPackedVectorBase &matrixRow)
int | findExactMostViolatedMinCover (int nCols, int row, CoinPackedVector &krow, double b, double *xstar, CoinPackedVector &cover, CoinPackedVector &remainder)
     Find a violated minimal cover from
a canonical form knapsack inequality by solving the -most- violated cover problem and postprocess to ensure minimality More...
int | findLPMostViolatedMinCover (int nCols, int row, CoinPackedVector &krow, double &b, double *xstar, CoinPackedVector &cover, CoinPackedVector &remainder)
| Find the most violate minimum cover by solving the lp-relaxation of the most-violate-min-cover problem. More...
int | findGreedyCover (int row, CoinPackedVector &krow, double &b, double *xstar, CoinPackedVector &cover, CoinPackedVector &remainder)
| find a minimum cover by a simple greedy approach More...
int | liftCoverCut (double &b, int nRowElem, CoinPackedVector &cover, CoinPackedVector &remainder, CoinPackedVector &cut)
| lift the cover inequality More...
int | liftAndUncomplementAndAdd (double rowub, CoinPackedVector &krow, double &b, int *complement, int row, CoinPackedVector &cover, CoinPackedVector &remainder, OsiCuts &cs)
| sequence-independent lift and uncomplement and add the resulting cut to the cut set More...
void | seqLiftAndUncomplementAndAdd (int nCols, double *xstar, int *complement, int row, int nRowElem, double &b, CoinPackedVector &cover, CoinPackedVector &remainder, OsiCuts &cs)
| sequence-dependent lift, uncomplement and add the resulting cut to the cut set More...
void | liftUpDownAndUncomplementAndAdd (int nCols, double *xstar, int *complement, int row, int nRowElem, double &b, CoinPackedVector &fracCover, CoinPackedVector &atOne, CoinPackedVector &remainder, OsiCuts &cs)
| sequence-dependent lift binary variables either up or down, uncomplement and add to the cut set More...
int | findPseudoJohnAndEllisCover (int row, CoinPackedVector &krow, double &b, double *xstar, CoinPackedVector &cover, CoinPackedVector &remainder)
| find a cover using a variation of the logic found in OSL (w/o SOS) More...
int | findJohnAndEllisCover (int row, CoinPackedVector &krow, double &b, double *xstar, CoinPackedVector &fracCover, CoinPackedVector &atOnes, CoinPackedVector &remainder)
| find a cover using the basic logic found in OSL (w/o SOS) More...
int | exactSolveKnapsack (int n, double c, double const *pp, double const *ww, double &z, int *x)
| A C-style implementation of the Horowitz-Sahni exact solution procedure for solving knapsack problem. More...
int | gubifyCut (CoinPackedVector &cut)
| For testing gub stuff. More...
void | deleteCliques ()
| Delete all clique information. More...

## Additional Inherited Members
Public Attributes inherited from CglCutGenerator
int | aggressive_
| Aggressiveness - 0 = neutral, 100 is normal root node. More...
bool | canDoGlobalCuts_
| True if can do global cuts i.e. no general integers. More...

## Detailed Description

Knapsack Cover Cut Generator Class.

Definition at line 15 of file CglKnapsackCover.hpp.

## Constructor & Destructor Documentation

CglKnapsackCover::CglKnapsackCover | ( |  | ) |

Default constructor.

CglKnapsackCover::CglKnapsackCover | ( | const CglKnapsackCover & |  | ) |

Copy constructor.

virtual CglKnapsackCover::~CglKnapsackCover | ( |  | ) |
| virtual

Destructor.

## Member Function Documentation

void CglKnapsackCover::setTestedRowIndices | ( | int | num,
|  | const int * | ind
| ) |  |

A method to set which rows should be tested for knapsack covers.

virtual void CglKnapsackCover::generateCuts | ( | const OsiSolverInterface & | si,
|  | OsiCuts & | cs,
|  | const CglTreeInfo | info = `CglTreeInfo()`
| ) |  |
| virtual

Generate knapsack cover cuts for the model of the solver interface, si.

Insert the generated cuts into OsiCut, cs.

Implements CglCutGenerator.

virtual CglCutGenerator* CglKnapsackCover::clone | ( |  | ) | const
| virtual

Clone.

Implements CglCutGenerator.

CglKnapsackCover& CglKnapsackCover::operator= | ( | const CglKnapsackCover & | rhs | ) |

Assignment operator.

virtual std::string CglKnapsackCover::generateCpp | ( | FILE * | fp | ) |
| virtual

Create C++ lines to get to current state.

Reimplemented from CglCutGenerator.

virtual void CglKnapsackCover::refreshSolver | ( | OsiSolverInterface * | solver | ) |
| virtual

This can be used to refresh any information.

Reimplemented from CglCutGenerator.

void CglKnapsackCover::setMaxInKnapsack | ( | int | value | ) |
| inline

Set limit on number in knapsack.

Definition at line 62 of file CglKnapsackCover.hpp.

int CglKnapsackCover::getMaxInKnapsack | ( |  | ) | const
| inline

get limit on number in knapsack

Definition at line 65 of file CglKnapsackCover.hpp.

void CglKnapsackCover::switchOffExpensive | ( |  | ) |
| inline

Switch off expensive cuts.

Definition at line 68 of file CglKnapsackCover.hpp.

void CglKnapsackCover::switchOnExpensive | ( |  | ) |
| inline

Switch on expensive cuts.

Definition at line 71 of file CglKnapsackCover.hpp.

int CglKnapsackCover::deriveAKnapsack | ( | const OsiSolverInterface & | si,
|  | OsiCuts & | cs,
|  | CoinPackedVector & | krow,
|  | bool | treatAsLRow,
|  | double & | b,
|  | int * | complement,
|  | double * | xstar,
|  | int | rowIndex,
|  | int | numberElements,
|  | const int * | index,
|  | const double * | element
| ) |  |
| private

deriveAKnapsack returns 1 if it is able to derive a (canonical) knapsack inequality in binary variables of the form ax<=b from the rowIndex-th row in the model, returns 0 otherwise.

int CglKnapsackCover::deriveAKnapsack | ( | const OsiSolverInterface & | si,
|  | OsiCuts & | cs,
|  | CoinPackedVector & | krow,
|  | double & | b,
|  | int * | complement,
|  | double * | xstar,
|  | int | rowIndex,
|  | const CoinPackedVectorBase & | matrixRow
| ) |  |
| private

int CglKnapsackCover::findExactMostViolatedMinCover | ( | int | nCols,
|  | int | row,
|  | CoinPackedVector & | krow,
|  | double | b,
|  | double * | xstar,
|  | CoinPackedVector & | cover,
|  | CoinPackedVector & | remainder
| ) |  |
| private

     Find a violated minimal cover from

a canonical form knapsack inequality by solving the -most- violated cover problem and postprocess to ensure minimality

int CglKnapsackCover::findLPMostViolatedMinCover | ( | int | nCols,
|  | int | row,
|  | CoinPackedVector & | krow,
|  | double & | b,
|  | double * | xstar,
|  | CoinPackedVector & | cover,
|  | CoinPackedVector & | remainder
| ) |  |
| private

Find the most violate minimum cover by solving the lp-relaxation of the most-violate-min-cover problem.

int CglKnapsackCover::findGreedyCover | ( | int | row,
|  | CoinPackedVector & | krow,
|  | double & | b,
|  | double * | xstar,
|  | CoinPackedVector & | cover,
|  | CoinPackedVector & | remainder
| ) |  |
| private

find a minimum cover by a simple greedy approach

int CglKnapsackCover::liftCoverCut | ( | double & | b,
|  | int | nRowElem,
|  | CoinPackedVector & | cover,
|  | CoinPackedVector & | remainder,
|  | CoinPackedVector & | cut
| ) |  |
| private

lift the cover inequality

int CglKnapsackCover::liftAndUncomplementAndAdd | ( | double | rowub,
|  | CoinPackedVector & | krow,
|  | double & | b,
|  | int * | complement,
|  | int | row,
|  | CoinPackedVector & | cover,
|  | CoinPackedVector & | remainder,
|  | OsiCuts & | cs
| ) |  |
| private

sequence-independent lift and uncomplement and add the resulting cut to the cut set

void CglKnapsackCover::seqLiftAndUncomplementAndAdd | ( | int | nCols,
|  | double * | xstar,
|  | int * | complement,
|  | int | row,
|  | int | nRowElem,
|  | double & | b,
|  | CoinPackedVector & | cover,
|  | CoinPackedVector & | remainder,
|  | OsiCuts & | cs
| ) |  |
| private

sequence-dependent lift, uncomplement and add the resulting cut to the cut set

void CglKnapsackCover::liftUpDownAndUncomplementAndAdd | ( | int | nCols,
|  | double * | xstar,
|  | int * | complement,
|  | int | row,
|  | int | nRowElem,
|  | double & | b,
|  | CoinPackedVector & | fracCover,
|  | CoinPackedVector & | atOne,
|  | CoinPackedVector & | remainder,
|  | OsiCuts & | cs
| ) |  |
| private

sequence-dependent lift binary variables either up or down, uncomplement and add to the cut set

int CglKnapsackCover::findPseudoJohnAndEllisCover | ( | int | row,
|  | CoinPackedVector & | krow,
|  | double & | b,
|  | double * | xstar,
|  | CoinPackedVector & | cover,
|  | CoinPackedVector & | remainder
| ) |  |
| private

find a cover using a variation of the logic found in OSL (w/o SOS)

int CglKnapsackCover::findJohnAndEllisCover | ( | int | row,
|  | CoinPackedVector & | krow,
|  | double & | b,
|  | double * | xstar,
|  | CoinPackedVector & | fracCover,
|  | CoinPackedVector & | atOnes,
|  | CoinPackedVector & | remainder
| ) |  |
| private

find a cover using the basic logic found in OSL (w/o SOS)

int CglKnapsackCover::exactSolveKnapsack | ( | int | n,
|  | double | c,
|  | double const * | pp,
|  | double const * | ww,
|  | double & | z,
|  | int * | x
| ) |  |
| private

A C-style implementation of the Horowitz-Sahni exact solution procedure for solving knapsack problem.

(ToDo: implement the more efficient dynamic programming approach)

(Reference: Martello and Toth, Knapsack Problems, Wiley, 1990, p30.)

int CglKnapsackCover::gubifyCut | ( | CoinPackedVector & | cut | ) |
| private

For testing gub stuff.

int CglKnapsackCover::createCliques | ( | OsiSolverInterface & | si,
|  | int | minimumSize = `2`,
|  | int | maximumSize = `100`,
|  | bool | extendCliques = `false`
| ) |  |

Creates cliques for use by probing.

Only cliques >= minimumSize and < maximumSize created Can also try and extend cliques as a result of probing (root node). Returns number of cliques found.

void CglKnapsackCover::deleteCliques | ( |  | ) |
| private

Delete all clique information.

## Friends And Related Function Documentation

void CglKnapsackCoverUnitTest | ( | const OsiSolverInterface * | siP,
|  | const std::string | mpdDir
| ) |  |
| friend

A function that tests the methods in the CglKnapsackCover class.

The only reason for it not to be a member method is that this way it doesn't have to be compiled into the library. And that's a gain, because the library should be compiled with optimization on, but this method should be compiled with debugging.

## Member Data Documentation

double CglKnapsackCover::epsilon_
| private

epsilon

Definition at line 249 of file CglKnapsackCover.hpp.

double CglKnapsackCover::epsilon2_
| private

Tolerance to use for violation - bigger than epsilon_.

Definition at line 251 of file CglKnapsackCover.hpp.

double CglKnapsackCover::onetol_
| private

1-epsilon

Definition at line 253 of file CglKnapsackCover.hpp.

int CglKnapsackCover::maxInKnapsack_
| private

Maximum in knapsack.

Definition at line 255 of file CglKnapsackCover.hpp.

int CglKnapsackCover::numRowsToCheck_
| private

which rows to look at.

If specified, only these rows will be considered for generating knapsack covers. Otherwise all rows will be tried

Definition at line 258 of file CglKnapsackCover.hpp.

int* CglKnapsackCover::rowsToCheck_
| private

Definition at line 259 of file CglKnapsackCover.hpp.

bool CglKnapsackCover::expensiveCuts_
| private

exactKnapsack can be expensive - this switches off some

Definition at line 261 of file CglKnapsackCover.hpp.

const OsiSolverInterface* CglKnapsackCover::solver_
| private

Cliques **** TEMP so can reference from listing.

Definition at line 264 of file CglKnapsackCover.hpp.

int CglKnapsackCover::whichRow_
| private

Definition at line 265 of file CglKnapsackCover.hpp.

int* CglKnapsackCover::complement_
| private

Definition at line 266 of file CglKnapsackCover.hpp.

double* CglKnapsackCover::elements_
| private

Definition at line 267 of file CglKnapsackCover.hpp.

int CglKnapsackCover::numberCliques_
| private

Number of cliques.

Definition at line 269 of file CglKnapsackCover.hpp.

CliqueType* CglKnapsackCover::cliqueType_
| private

Definition at line 274 of file CglKnapsackCover.hpp.

int* CglKnapsackCover::cliqueStart_
| private

Start of each clique.

Definition at line 276 of file CglKnapsackCover.hpp.

CliqueEntry* CglKnapsackCover::cliqueEntry_
| private

Entries for clique.

Definition at line 278 of file CglKnapsackCover.hpp.

int* CglKnapsackCover::oneFixStart_
| private

Start of oneFixes cliques for a column in matrix or -1 if not in any clique.

Definition at line 281 of file CglKnapsackCover.hpp.

int* CglKnapsackCover::zeroFixStart_
| private

Start of zeroFixes cliques for a column in matrix or -1 if not in any clique.

Definition at line 284 of file CglKnapsackCover.hpp.

int* CglKnapsackCover::endFixStart_
| private

End of fixes for a column.

Definition at line 286 of file CglKnapsackCover.hpp.

int* CglKnapsackCover::whichClique_
| private

Clique numbers for one or zero fixes.

Definition at line 288 of file CglKnapsackCover.hpp.

int CglKnapsackCover::numberColumns_
| private

Number of columns.

Definition at line 290 of file CglKnapsackCover.hpp.

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

- /tmp/Cgl-0.60.2/Cgl/src/CglKnapsackCover/CglKnapsackCover.hpp