long GenModelCplex::ChangeBulkObjectives(int count, int * ind, double * vals)
{
if(!bcreated)
return ThrowError("ChangeBulkObjectives() not available : Problem not created yet");
CplexData* d = (CplexData*)solverdata;
for(long i = 0; i < count; i++)
{
vars.obj[i] = vals[i];
}
CPXchgobj(d->env, d->lp, count, ind, vals);
return 0;
}
long GenModelCplex::ChangeBulkObjectives(int count, int * ind, double * vals)
{
CplexData* d = (CplexData*)solverdata;
for(long i = 0; i < count; i++)
{
vars.obj[ind[i]] = vals[i];
}
if (bcreated)
{
CPXchgobj(d->env, d->lp, count, ind, vals);
}
return 0;
}
void CplexSolver::chgObj(IntVector const & indexe, DoubleVector const & values) {
CPXchgobj(_env, _prob, (int) indexe.size(), indexe.data(), values.data());
}
int CPLEXLoadObjective(LinEquation* InEquation, bool Max) {
int NumCols = CPXgetnumcols(CPLEXenv, CPLEXModel);
int Status = 0;
if (Max) {
CPXchgobjsen (CPLEXenv, CPLEXModel, CPX_MAX);
} else {
CPXchgobjsen (CPLEXenv, CPLEXModel, CPX_MIN);
}
int* Indeces = new int[NumCols];
double* Coeffs = new double[NumCols];
for (int i=0; i < NumCols; i++) {
Indeces[i] = i;
Coeffs[i] = 0;
}
for (int i=0; i < int(InEquation->Variables.size()); i++) {
Coeffs[InEquation->Variables[i]->Index] = InEquation->Coefficient[i];
}
Status = CPXchgobj(CPLEXenv, CPLEXModel, NumCols, Indeces, Coeffs);
delete [] Indeces;
delete [] Coeffs;
if (Status) {
cout << "Failed to set objective coefficients. " << endl;
return FAIL;
}
if (InEquation->QuadOne.size() > 0) {
if (CPXgetprobtype(CPLEXenv, CPLEXModel) == CPXPROB_LP) {
Status = CPXchgprobtype(CPLEXenv, CPLEXModel, CPXPROB_QP);
} else if (CPXgetprobtype(CPLEXenv, CPLEXModel) == CPXPROB_MILP) {
Status = CPXchgprobtype(CPLEXenv, CPLEXModel, CPXPROB_MIQP);
}
if (Status) {
FErrorFile() << "Failed to change problem type." << endl;
FlushErrorFile();
return FAIL;
}
for (int i=0; i < NumCols; i++) {
for (int j=0; j < NumCols; j++) {
Status = CPXchgqpcoef(CPLEXenv, CPLEXModel, i, j, 0);
if (Status) {
FErrorFile() << "Failed to change quadratic coefficient." << endl;
FlushErrorFile();
return FAIL;
}
}
}
for (int i=0; i < int(InEquation->QuadOne.size()); i++) {
Status = CPXchgqpcoef(CPLEXenv, CPLEXModel, InEquation->QuadOne[i]->Index, InEquation->QuadTwo[i]->Index, InEquation->QuadCoeff[i]);
if (Status) {
FErrorFile() << "Failed to change quadratic coefficient." << endl;
FlushErrorFile();
return FAIL;
}
}
}
return SUCCESS;
}
void
DDSIP_DetEqu ()
{
CPXLPptr det_equ;
int status, scen, i, j, k, nzcnt_row, ranged = 0;
char probname[] = "sipout/det_equ.lp.gz";
double *scaled_obj_coef = NULL;
char *sense = NULL, *sense_sorted = NULL;
char **scen_spec_rowname = NULL;
char **scen_spec_colname = NULL;
char **rowname = NULL, *rownamestore = NULL;
char **colname = NULL, *colnamestore = NULL;
int rowstorespace, rowsurplus;
int colstorespace, colsurplus;
char *string1 = NULL, *string2 = NULL;
double *lb = NULL, *lb_sorted = NULL;
double *ub = NULL, *ub_sorted = NULL;
double *rng = NULL, *rng_sorted = NULL;
char *vartype = NULL, *vartype_sorted = NULL;
int *colindex_sorted = NULL, *colindex_revers = NULL;
double *value = NULL;
double *det_equ_rhs = NULL;
double *base_rhs = NULL;
int nzcnt=0, *rmatbeg=NULL, *rmatind=NULL, *rmatbeg_stage=NULL, *rmatind_stage=NULL, *rowindex=NULL;
double *rmatval=NULL, *rmatval_stage=NULL;
double time_start, time_end;
time_start = DDSIP_GetCpuTime ();
k = abs(DDSIP_param->riskmod);
if (k > 2 && k != 4)
{
fprintf (stderr,
"\nNot building deterministic equivalent, not available for risk model %d\n",DDSIP_param->riskmod);
fprintf (DDSIP_outfile,
"\nNot building deterministic equivalent, not available for risk model %d\n",DDSIP_param->riskmod);
return;
}
if (DDSIP_data->seccon)
det_equ_rhs = (double *) DDSIP_Alloc(sizeof(double),DDSIP_Imax(DDSIP_Imax(DDSIP_data->seccon, DDSIP_param->scenarios), DDSIP_data->firstcon),"det_equ_rhs(DetEqu)");
else
{
fprintf (stderr,"XXX ERROR: no second stage contraints, got DDSIP_data->seccon=%d.\n",DDSIP_data->seccon);
return;
}
fprintf (stderr,
"\nBuilding deterministic equivalent.\nWorks only for expectation-based models.\n");
colstorespace = DDSIP_data->novar * 255;
rowstorespace = DDSIP_data->nocon * 255;
if (!(sense = (char *) DDSIP_Alloc (sizeof (char), DDSIP_data->nocon, "sense(DetEqu)")) ||
!(sense_sorted = (char *) DDSIP_Alloc (sizeof (char), DDSIP_Imax(DDSIP_param->scenarios, DDSIP_Imax(DDSIP_data->firstcon,DDSIP_data->seccon)), "sense_sorted(DetEqu)")) ||
!(base_rhs = (double *) DDSIP_Alloc(sizeof(double),DDSIP_data->nocon,"base_rhs(DetEqu)")) ||
!(scaled_obj_coef = (double *) DDSIP_Alloc (sizeof (double), DDSIP_Imax(DDSIP_data->firstvar, DDSIP_data->secvar), "base_rhs(DetEqu)")) ||
!(colname = (char **) DDSIP_Alloc (sizeof (char *), DDSIP_data->novar,"base_rhs(DetEqu)")) ||
!(scen_spec_colname = (char **) DDSIP_Alloc (sizeof (char *), DDSIP_Imax(DDSIP_data->firstvar,DDSIP_data->secvar), "scen_spec_colname(DetEqu)")) ||
!(colnamestore = (char *) DDSIP_Alloc (sizeof (char), colstorespace, "colnamestore(DetEqu)")) ||
!(rowname = (char **) DDSIP_Alloc (sizeof (char *), DDSIP_data->nocon, "rowname(DetrEqu)")) ||
!(scen_spec_rowname = (char **) DDSIP_Alloc (sizeof (char *), DDSIP_Imax(DDSIP_param->scenarios, DDSIP_Imax(DDSIP_data->firstcon,DDSIP_data->seccon)), "scen_spec_rowname(DetEqu)")) ||
!(rownamestore = (char *) DDSIP_Alloc (sizeof (char), rowstorespace, "rownamestore(DetEqu)")) ||
!(lb = (double *) DDSIP_Alloc (sizeof (double), DDSIP_data->novar, "lb(DetEqu)")) ||
!(lb_sorted = (double *) DDSIP_Alloc (sizeof (double), DDSIP_Imax(DDSIP_data->firstvar,DDSIP_data->secvar), "lb_sorted(DetEqu)")) ||
!(ub = (double *) DDSIP_Alloc (sizeof (double), DDSIP_data->novar, "ub(DetEqu)")) ||
!(ub_sorted = (double *) DDSIP_Alloc (sizeof (double), DDSIP_Imax(DDSIP_data->firstvar,DDSIP_data->secvar), "ub_sorted(DetEqu)")) ||
!(vartype = (char *) DDSIP_Alloc (sizeof (char), DDSIP_data->novar, "vartype(DetEqu)")) ||
!(vartype_sorted = (char *) DDSIP_Alloc (sizeof (double), DDSIP_Imax(DDSIP_data->firstvar,DDSIP_data->secvar), "vartype_sorted(DetEqu)")) ||
!(colindex_sorted = (int *) DDSIP_Alloc (sizeof (int), DDSIP_data->novar, "colindex_sorted(DetEqu)")) ||
!(rowindex = (int *) DDSIP_Alloc (sizeof (int), DDSIP_Imax(DDSIP_data->firstcon, DDSIP_data->seccon), "rowindex(DetEqu)")))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
// get problem data
/*____________________________________________________________________________________*/
if((status = CPXgetcolname (DDSIP_env, DDSIP_lp, colname, colnamestore,
colstorespace, &colsurplus, 0, DDSIP_data->novar - 1)) ||
(status = CPXgetrowname (DDSIP_env, DDSIP_lp, rowname, rownamestore,
rowstorespace, &rowsurplus, 0, DDSIP_data->nocon - 1)) ||
(status = CPXgetsense (DDSIP_env, DDSIP_lp, sense, 0, DDSIP_data->nocon - 1)) ||
(status = CPXgetrhs (DDSIP_env, DDSIP_lp, base_rhs, 0, DDSIP_data->nocon - 1)) ||
(status = CPXgetlb (DDSIP_env, DDSIP_lp, lb, 0, DDSIP_data->novar - 1)) ||
(status = CPXgetub (DDSIP_env, DDSIP_lp, ub, 0, DDSIP_data->novar - 1)) ||
(status = CPXgetctype (DDSIP_env, DDSIP_lp, vartype, 0, DDSIP_data->novar - 1)))
{
fprintf (stderr, "Coud not get problem data, returned %d\n", status);
goto FREE;
}
// check whether there are ranged rows
for (j=0; j<DDSIP_data->nocon; j++)
{
if (sense[j] == 'R')
{
ranged = 1;
break;
}
}
if (ranged)
{
if (!(rng = (double *) DDSIP_Alloc (sizeof (double), DDSIP_data->nocon, "rng(DetEqu)")) ||
!(rng_sorted = (double *) DDSIP_Alloc (sizeof (double), DDSIP_Imax(DDSIP_data->firstcon,DDSIP_data->seccon), "rng_sorted(DetEqu)")))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
if ((status = CPXgetrngval (DDSIP_env, DDSIP_lp, rng, 0, DDSIP_data->nocon-1)))
{
fprintf (stderr, "Coud not get problem ranges, returned %d\n", status);
goto FREE;
}
}
/*____________________________________________________________________________________*/
// create empty problem
det_equ = CPXcreateprob (DDSIP_env, &status, probname);
if (status)
{
fprintf (stderr, "CPXcreateprob returned %d\n", status);
goto FREE;
}
// add (original) first-stage variables
for (j = 0; j < DDSIP_data->firstvar; j++)
{
vartype_sorted[j] = vartype[DDSIP_bb->firstindex[j]];
lb_sorted[j] = lb[DDSIP_bb->firstindex[j]];
ub_sorted[j] = ub[DDSIP_bb->firstindex[j]];
if (DDSIP_param->deteqType && DDSIP_param->riskmod >= 0)
scaled_obj_coef[j] = DDSIP_data->obj_coef[DDSIP_bb->firstindex[j]];
scen_spec_colname[j]= colname[DDSIP_bb->firstindex[j]];
}
if ((status = CPXnewcols (DDSIP_env, det_equ, DDSIP_data->firstvar, scaled_obj_coef,
lb_sorted, ub_sorted, vartype_sorted, scen_spec_colname)))
{
fprintf (stderr, "CPXnewcols returned %d for first-stage variables\n", status);
goto FREE;
}
// add (original) second-stage variables for all scenarios
for (j = 0; j < DDSIP_data->secvar; j++)
{
vartype_sorted[j] = vartype[DDSIP_bb->secondindex[j]];
lb_sorted[j] = lb[DDSIP_bb->secondindex[j]];
ub_sorted[j] = ub[DDSIP_bb->secondindex[j]];
}
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
for (j = 0; j < DDSIP_data->secvar; j++)
{
if (!(string2 = (char *) calloc (1, 255 * sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
// append scenario index to colname
string1 = colname[DDSIP_bb->secondindex[j]];
sprintf (string2, "%sSC%.3d", string1, scen+1);
scen_spec_colname[j] = string2;
if (DDSIP_param->deteqType && DDSIP_param->riskmod >= 0)
scaled_obj_coef[j] = DDSIP_data->prob[scen] * DDSIP_data->obj_coef[DDSIP_bb->secondindex[j]];
}
if ((status = CPXnewcols (DDSIP_env, det_equ, DDSIP_data->secvar, scaled_obj_coef,
lb_sorted, ub_sorted, vartype_sorted, scen_spec_colname)))
{
fprintf (stderr, "CPXnewcols returned %d for second-stage variables of scenario %d\n", status, scen+1);
goto FREE;
}
for (j = 0; j < DDSIP_data->secvar; j++)
DDSIP_Free ((void **) &(scen_spec_colname[j]));
}
// add second-stage variable for objective value of the scenarios
if (!(string2 = (char *) calloc (1, 255 * sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
scen_spec_colname[0] = string2;
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
vartype_sorted[0] = 'C';
lb_sorted[0] = -DDSIP_infty;
ub_sorted[0] = DDSIP_infty;
sprintf (string2, "DDSIPobj_SC%.3d", scen+1);
if (!DDSIP_param->deteqType && DDSIP_param->riskmod >= 0)
scaled_obj_coef[0] = DDSIP_data->prob[scen];
else
scaled_obj_coef[0] = 0.;
if ((status = CPXnewcols (DDSIP_env, det_equ, 1, scaled_obj_coef,
lb_sorted, ub_sorted, vartype_sorted, scen_spec_colname)))
{
fprintf (stderr, "CPXnewcols returned %d for second-stage variable DDSIPobj_SC%.3d\n", status, scen+1);
goto FREE;
}
}
// add the additional variables needed for risk models ///////////////////////////////////////
if (DDSIP_param->riskmod)
{
switch (abs(DDSIP_param->riskmod))
{
case 1: // Expected excess
// one continuous second-stage variable for each scenario
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
vartype_sorted[0] = 'C';
lb_sorted[0] = 0.;
ub_sorted[0] = DDSIP_infty;
sprintf (string2, "DDSIP_expexc_SC%.3d", scen+1);
if (DDSIP_param->riskmod > 0)
scaled_obj_coef[0] = DDSIP_param->riskweight*DDSIP_data->prob[scen];
else if (DDSIP_param->riskmod < 0)
scaled_obj_coef[0] = DDSIP_data->prob[scen];
else
scaled_obj_coef[0] = 0.;
if ((status = CPXnewcols (DDSIP_env, det_equ, 1, scaled_obj_coef,
lb_sorted, ub_sorted, vartype_sorted, scen_spec_colname)))
{
fprintf (stderr, "CPXnewcols returned %d for second-stage variable %s\n", status, string2);
goto FREE;
}
}
break;
case 2: // Excess Probability
// one binary second-stage variable for each scenario
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
vartype_sorted[0] = 'B';
lb_sorted[0] = 0.;
ub_sorted[0] = 1.;
sprintf (string2, "DDSIP_excprob_SC%.3d", scen+1);
if (DDSIP_param->riskmod > 0)
scaled_obj_coef[0] = DDSIP_param->riskweight*DDSIP_data->prob[scen];
else if (DDSIP_param->riskmod < 0)
scaled_obj_coef[0] = DDSIP_data->prob[scen];
else
scaled_obj_coef[0] = 0.;
if ((status = CPXnewcols (DDSIP_env, det_equ, 1, scaled_obj_coef,
lb_sorted, ub_sorted, vartype_sorted, scen_spec_colname)))
{
fprintf (stderr, "CPXnewcols returned %d for second-stage variable %s\n", status, string2);
goto FREE;
}
}
break;
case 4: // Worst Case Costs
// one continuous first-stage variable
vartype_sorted[0] = 'C';
lb_sorted[0] = -DDSIP_infty;
ub_sorted[0] = DDSIP_infty;
if (DDSIP_param->prefix)
{
if (!(strlen(DDSIP_param->prefix)))
{
fprintf (stderr," *** ERROR: The prefix for the first stage variables has to have a positive length.\n");
exit (1);
}
sprintf (string2, "%sDDSIP_n_aux01",DDSIP_param->prefix);
}
else
{
if (!(strlen(DDSIP_param->postfix)))
{
fprintf (stderr," *** ERROR: The postfix for the first stage variables has to have a positive length.\n");
exit (1);
}
sprintf (string2, "DDSIP_worstc_%s",DDSIP_param->postfix);
}
if (DDSIP_param->riskmod > 0)
scaled_obj_coef[0] = DDSIP_param->riskweight;
else if (DDSIP_param->riskmod < 0)
scaled_obj_coef[0] = 1.;
else
scaled_obj_coef[0] = 0.;
if ((status = CPXnewcols (DDSIP_env, det_equ, 1, scaled_obj_coef,
lb_sorted, ub_sorted, vartype_sorted, scen_spec_colname)))
{
fprintf (stderr, "CPXnewcols returned %d for second-stage variable %s\n", status, string2);
goto FREE;
}
}
}
DDSIP_Free ((void **) &(scen_spec_colname[0]));
///////enter stochastic cost coefficients in case of deteqType 1 //////////////////////////////
if (DDSIP_param->stoccost && DDSIP_param->deteqType && DDSIP_param->riskmod >= 0)
{
for (j = 0; j < DDSIP_param->stoccost; j++)
{
scaled_obj_coef[j] = 0.0;
if ((colindex_sorted[j] = DDSIP_bb->firstindex_reverse[DDSIP_data->costind[j]]))
colindex_sorted[j] = DDSIP_data->firstvar + DDSIP_bb->secondindex_reverse[DDSIP_data->costind[j]];
}
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
for (j = 0; j < DDSIP_param->stoccost; j++)
{
if (colindex_sorted[j] >= DDSIP_data->firstvar)
scaled_obj_coef[j] = DDSIP_data->prob[scen] * DDSIP_data->cost[scen * DDSIP_param->stoccost + j];
else
scaled_obj_coef[j] += DDSIP_data->prob[scen] * DDSIP_data->cost[scen * DDSIP_param->stoccost + j];
}
status = CPXchgobj (DDSIP_env, det_equ, DDSIP_param->stoccost, colindex_sorted, scaled_obj_coef);
if (status)
{
char errmsg[1024];
CPXgeterrorstring (DDSIP_env, status, errmsg);
fprintf (stderr, "in DetEqu: %s\n", errmsg);
}
for (j = 0; j < DDSIP_param->stoccost; j++)
{
if (colindex_sorted[j] >= DDSIP_data->firstvar)
colindex_sorted[j] += DDSIP_data->secvar;
}
}
}
//
// free arrays needeed only for columns
DDSIP_Free ((void **) &(vartype));
DDSIP_Free ((void **) &(colname));
DDSIP_Free ((void **) &(colnamestore));
DDSIP_Free ((void **) &(lb));
DDSIP_Free ((void **) &(ub));
DDSIP_Free ((void **) &(vartype_sorted));
DDSIP_Free ((void **) &(lb_sorted));
DDSIP_Free ((void **) &(ub_sorted));
DDSIP_Free ((void **) &(scaled_obj_coef));
//
// get problem matrix coefficients
// query the length needed for storage of coefficients
CPXgetrows(DDSIP_env, DDSIP_lp, &nzcnt, rmatbeg, rmatind, rmatval, 0, &rowsurplus, 0, DDSIP_data->nocon-1);
nzcnt = -rowsurplus;
if (!(rmatbeg = (int *) DDSIP_Alloc (sizeof (int), DDSIP_data->nocon, "rmatbeg(DetEqu)")) ||
!(rmatind = (int *) DDSIP_Alloc (sizeof (int), DDSIP_Imax(nzcnt, DDSIP_param->stocmat), "rmatind(DetEqu)")) ||
!(rmatval = (double *) DDSIP_Alloc (sizeof (double), nzcnt, "rmatval(DetEqu)")))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
CPXgetrows(DDSIP_env, DDSIP_lp, &nzcnt, rmatbeg, rmatind, rmatval, nzcnt, &rowsurplus, 0, DDSIP_data->nocon-1);
printf(" got %d elements of the matrix\n", nzcnt);
k = DDSIP_Imax(nzcnt + DDSIP_param->stocmat, DDSIP_param->scenarios*(DDSIP_data->novar+1));
if (!(rmatbeg_stage = (int *) DDSIP_Alloc (sizeof (int), DDSIP_Imax(DDSIP_param->scenarios, DDSIP_Imax(DDSIP_data->firstcon, DDSIP_data->seccon)), "rmatbeg_stage(DetEqu)")) ||
!(rmatind_stage = (int *) DDSIP_Alloc (sizeof (int), k, "rmatind_stage(DetEqu)")) ||
!(rmatval_stage = (double *) DDSIP_Alloc (sizeof (double), k, "rmatval_stage(DetEqu)")))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
// add first-stage constraints
k = 0;
for (j = 0; j < DDSIP_data->firstcon; j++)
{
sense_sorted[j] = sense[DDSIP_bb->firstrowind[j]];
det_equ_rhs[j] = base_rhs[DDSIP_bb->firstrowind[j]];
scen_spec_rowname[j] = rowname[DDSIP_bb->firstrowind[j]];
rmatbeg_stage[j] = k;
if (DDSIP_bb->firstrowind[j] == DDSIP_data->nocon -1)
nzcnt_row = nzcnt - rmatbeg[DDSIP_data->nocon -1];
else
nzcnt_row = rmatbeg[DDSIP_bb->firstrowind[j]+1] - rmatbeg[DDSIP_bb->firstrowind[j]];
for (i = 0; i < nzcnt_row; i++)
{
rmatind_stage[k + i] = DDSIP_bb->firstindex_reverse[rmatind[rmatbeg[DDSIP_bb->firstrowind[j]] + i]];
rmatval_stage[k + i] = rmatval[rmatbeg[DDSIP_bb->firstrowind[j]] + i];
}
k += nzcnt_row;
}
if ((status = CPXaddrows(DDSIP_env, det_equ, 0, DDSIP_data->firstcon, k, det_equ_rhs, sense_sorted, rmatbeg_stage, rmatind_stage, rmatval_stage, NULL, scen_spec_rowname)))
{
fprintf (stderr, "CPXaddrows returned %d for first-stage constraints\n", status);
goto FREE;
}
if (ranged)
{
for (j = 0; j < DDSIP_data->firstcon; j++)
{
rng_sorted[j] = rng[DDSIP_bb->firstrowind[j]];
rowindex[j] = j;
}
if((status = CPXchgrngval(DDSIP_env, det_equ, DDSIP_data->firstcon, rowindex, rng_sorted)))
{
fprintf (stderr, "CPXchgrngval returned %d for first-stage constraints\n", status);
goto FREE;
}
}
// add second-stage constraints
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
k = 0;
for (j = 0; j < DDSIP_data->seccon; j++)
{
sense_sorted[j] = sense[DDSIP_bb->secondrowind[j]];
det_equ_rhs[j] = base_rhs[DDSIP_bb->secondrowind[j]];
if (!(string2 = (char *) calloc (1, 255 * sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
// append scenario index to colname
string1 = rowname[DDSIP_bb->secondrowind[j]];
sprintf (string2, "%sSC%.3d", string1, scen+1);
scen_spec_rowname[j] = string2;
rmatbeg_stage[j] = k;
if (DDSIP_bb->secondrowind[j] == DDSIP_data->nocon -1)
nzcnt_row = nzcnt - rmatbeg[DDSIP_data->nocon -1];
else
{
nzcnt_row = rmatbeg[DDSIP_bb->secondrowind[j]+1] - rmatbeg[DDSIP_bb->secondrowind[j]];
}
for (i = 0; i < nzcnt_row; i++)
{
if (DDSIP_bb->firstindex_reverse[rmatind[rmatbeg[DDSIP_bb->secondrowind[j]] + i]] < 0)
rmatind_stage[k + i] = DDSIP_data->firstvar + scen*DDSIP_data->secvar + DDSIP_bb->secondindex_reverse[rmatind[rmatbeg[DDSIP_bb->secondrowind[j]] + i]];
else
rmatind_stage[k + i] = DDSIP_bb->firstindex_reverse[rmatind[rmatbeg[DDSIP_bb->secondrowind[j]] + i]];
rmatval_stage[k + i] = rmatval[rmatbeg[DDSIP_bb->secondrowind[j]] + i];
}
k += nzcnt_row;
}
///////enter stochastic rhs entries//////////////////////////////////////////////////////
for (j=0; j< DDSIP_param->stocrhs; j++)
{
det_equ_rhs[DDSIP_bb->secondrowind_reverse[DDSIP_data->rhsind[j]]] = DDSIP_data->rhs[scen * DDSIP_param->stocrhs + j];
}
if ((status = CPXaddrows(DDSIP_env, det_equ, 0, DDSIP_data->seccon, k, det_equ_rhs, sense_sorted, rmatbeg_stage, rmatind_stage, rmatval_stage, NULL, scen_spec_rowname)))
{
fprintf (stderr, "CPXaddrows returned %d for second-stage constraints scenario %d\n", status, scen+1);
goto FREE;
}
for (j = 0; j < DDSIP_data->seccon; j++)
DDSIP_Free ((void **) &(scen_spec_rowname[j]));
if (ranged)
{
for (j = 0; j < DDSIP_data->seccon; j++)
{
rng_sorted[j] = rng[DDSIP_bb->secondrowind[j]];
rowindex[j] = DDSIP_data->firstcon + scen * DDSIP_data->seccon + j;
}
if ((status = CPXchgrngval(DDSIP_env, det_equ, DDSIP_data->seccon, rowindex, rng_sorted)))
{
fprintf (stderr, "CPXchgrngval returned %d for first-stage constraints\n", status);
goto FREE;
}
}
}
///////enter stochastic matrix entries//////////////////////////////////////////////////////
if (DDSIP_param->stocmat)
{
if (!(value = (double *) calloc (DDSIP_param->stocmat, sizeof (double))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
for (j = 0; j < DDSIP_param->stocmat; j++)
{
if ((colindex_sorted[j] = DDSIP_bb->firstindex_reverse[DDSIP_data->matcol[j]]))
colindex_sorted[j] = DDSIP_data->firstvar + DDSIP_bb->secondindex_reverse[DDSIP_data->matcol[j]];
rmatind[j] = DDSIP_data->firstcon + DDSIP_bb->secondrowind_reverse[DDSIP_data->matrow[j]];
}
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
for (j = 0; j < DDSIP_param->stocmat; j++)
{
value[j] = DDSIP_data->matval[scen * DDSIP_param->stocmat + j];
}
status = CPXchgcoeflist (DDSIP_env, det_equ, DDSIP_param->stocmat, rmatind, colindex_sorted, value);
if (status)
{
char errmsg[1024];
CPXgeterrorstring (DDSIP_env, status, errmsg);
fprintf (stderr, "in DetEqu chgcoeflist returned %d: %s\n", status, errmsg);
}
for (j = 0; j < DDSIP_param->stocmat; j++)
{
rmatind[j] += DDSIP_data->seccon;
if (colindex_sorted[j] >= DDSIP_data->firstvar)
colindex_sorted[j] += DDSIP_data->secvar;
}
}
DDSIP_Free ((void **) &(value));
}
// add second-stage equations for the objective values of the scenarios
k = 0;
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
sense_sorted[scen] = 'E';
det_equ_rhs[scen] = 0.;
if (!(string2 = (char *) calloc (1, 255 * sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
sprintf (string2, "DDSIP_o_SC%.3d", scen+1);
scen_spec_rowname[scen] = string2;
rmatbeg_stage[scen] = k;
nzcnt_row = DDSIP_data->novar + 1;
for (i = 0; i < DDSIP_data->novar; i++)
{
if (DDSIP_bb->firstindex_reverse[i] < 0)
{
rmatind_stage[k + i] = DDSIP_data->firstvar + scen*DDSIP_data->secvar + DDSIP_bb->secondindex_reverse[i];
}
else
{
rmatind_stage[k + i] = DDSIP_bb->firstindex_reverse[i];
}
rmatval_stage[k + i] = DDSIP_data->obj_coef[i];
}
rmatind_stage[k + DDSIP_data->novar] = DDSIP_data->firstvar + DDSIP_param->scenarios*DDSIP_data->secvar + scen;
rmatval_stage[k + DDSIP_data->novar] = -1.;
k += nzcnt_row;
}
if ((status = CPXaddrows(DDSIP_env, det_equ, 0, DDSIP_param->scenarios, k, det_equ_rhs, sense_sorted, rmatbeg_stage, rmatind_stage, rmatval_stage, NULL, scen_spec_rowname)))
{
fprintf (stderr, "CPXaddrows returned %d for second-stage objective constraints\n", status);
goto FREE;
}
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
DDSIP_Free ((void **) &(scen_spec_rowname[scen]));
}
///////enter stochastic cost coefficients in the objective equations //////////////////////////////
if (DDSIP_param->stoccost)
{
if (!(value = (double *) calloc (DDSIP_param->stoccost, sizeof (double))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
for (j = 0; j < DDSIP_param->stoccost; j++)
{
if ((colindex_sorted[j] = DDSIP_bb->firstindex_reverse[DDSIP_data->costind[j]]) < 0)
colindex_sorted[j] = DDSIP_data->firstvar + scen * DDSIP_data->secvar +DDSIP_bb->secondindex_reverse[DDSIP_data->costind[j]];
rmatind[j] = DDSIP_data->firstcon + DDSIP_param->scenarios*DDSIP_data->seccon + scen;
value[j] = DDSIP_data->cost[scen * DDSIP_param->stoccost + j];
}
status = CPXchgcoeflist (DDSIP_env, det_equ, DDSIP_param->stoccost, rmatind, colindex_sorted, value);
if (status)
{
char errmsg[1024];
CPXgeterrorstring (DDSIP_env, status, errmsg);
fprintf (stderr, "in DetEqu chgcoeflist returned %d: %s\n", status, errmsg);
}
for (j = 0; j < DDSIP_param->stocmat; j++)
{
rmatind[j] += DDSIP_data->seccon;
if (colindex_sorted[j] >= DDSIP_data->firstvar)
colindex_sorted[j] += DDSIP_data->secvar;
}
}
DDSIP_Free ((void **) &(value));
}
// add second-stage equations for the risk models //////////////////////////////////
switch (abs(DDSIP_param->riskmod))
{
case 1: // Expected excess
k = 0;
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
sense_sorted[scen] = 'L';
det_equ_rhs[scen] = DDSIP_param->risktarget;
if (!(string2 = (char *) calloc (1, 255 * sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
sprintf (string2, "DDSIP_exp_excess_SC%.3d", scen+1);
scen_spec_rowname[scen] = string2;
rmatbeg_stage[scen] = k;
nzcnt_row = 2;
rmatind_stage[k] = DDSIP_data->firstvar + DDSIP_param->scenarios*DDSIP_data->secvar + scen;
rmatval_stage[k] = 1.;
rmatind_stage[k + 1] = DDSIP_data->firstvar + DDSIP_param->scenarios*DDSIP_data->secvar + DDSIP_param->scenarios + scen;
rmatval_stage[k + 1] = -1.;
k += nzcnt_row;
}
if ((status = CPXaddrows(DDSIP_env, det_equ, 0, DDSIP_param->scenarios, k, det_equ_rhs, sense_sorted, rmatbeg_stage, rmatind_stage, rmatval_stage, NULL, scen_spec_rowname)))
{
fprintf (stderr, "CPXaddrows returned %d for second-stage risk constraints\n", status);
goto FREE;
}
break;
case 2: // Excess probability
k = 0;
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
sense_sorted[scen] = 'L';
det_equ_rhs[scen] = DDSIP_param->risktarget;
if (!(string2 = (char *) calloc (1, 255 * sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
sprintf (string2, "DDSIP_excess_prob_SC%.3d", scen+1);
scen_spec_rowname[scen] = string2;
rmatbeg_stage[scen] = k;
nzcnt_row = 2;
rmatind_stage[k] = DDSIP_data->firstvar + DDSIP_param->scenarios*DDSIP_data->secvar + scen;
rmatval_stage[k] = 1.;
rmatind_stage[k + 1] = DDSIP_data->firstvar + DDSIP_param->scenarios*DDSIP_data->secvar + DDSIP_param->scenarios + scen;
rmatval_stage[k + 1] = -DDSIP_param->riskM;
k += nzcnt_row;
}
if ((status = CPXaddrows(DDSIP_env, det_equ, 0, DDSIP_param->scenarios, k, det_equ_rhs, sense_sorted, rmatbeg_stage, rmatind_stage, rmatval_stage, NULL, scen_spec_rowname)))
{
fprintf (stderr, "CPXaddrows returned %d for second-stage risk constraints\n", status);
goto FREE;
}
break;
case 4: // Worst case cost
k = 0;
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
sense_sorted[scen] = 'L';
det_equ_rhs[scen] = 0.;
if (!(string2 = (char *) calloc (1, 255 * sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
goto FREE;
}
sprintf (string2, "DDSIP_worst_case_SC%.3d", scen+1);
scen_spec_rowname[scen] = string2;
rmatbeg_stage[scen] = k;
nzcnt_row = 2;
rmatind_stage[k] = DDSIP_data->firstvar + DDSIP_param->scenarios*DDSIP_data->secvar + scen;
rmatval_stage[k] = 1.;
rmatind_stage[k + 1] = DDSIP_data->firstvar + DDSIP_param->scenarios*DDSIP_data->secvar + DDSIP_param->scenarios;
rmatval_stage[k + 1] = -1.;
k += nzcnt_row;
}
if ((status = CPXaddrows(DDSIP_env, det_equ, 0, DDSIP_param->scenarios, k, det_equ_rhs, sense_sorted, rmatbeg_stage, rmatind_stage, rmatval_stage, NULL, scen_spec_rowname)))
{
fprintf (stderr, "CPXaddrows returned %d for second-stage risk constraints\n", status);
goto FREE;
}
break;
}
for (j = 0; j < DDSIP_param->scenarios; j++)
DDSIP_Free ((void **) &(scen_spec_rowname[j]));
time_end = DDSIP_GetCpuTime ();
fprintf (DDSIP_outfile, " %6.2f sec for building deterministic equivalent\n",time_end-time_start);
status = CPXwriteprob (DDSIP_env, det_equ, probname, NULL);
if (status)
{
fprintf (DDSIP_outfile, " *** Deterministic equivalent not written successfully, status = %d\n", status);
printf (" *** Deterministic equivalent not written successfully, status = %d\n", status);
}
else
{
fprintf (DDSIP_outfile, " *** Deterministic equivalent %s written successfully\n", probname);
printf (" *** Deterministic equivalent %s written successfully\n", probname);
}
status = CPXfreeprob (DDSIP_env, &det_equ);
time_start = DDSIP_GetCpuTime ();
fprintf (DDSIP_outfile, " %6.2f sec for writing deterministic equivalent\n",time_start-time_end);
FREE:
DDSIP_Free ((void **) &(sense));
DDSIP_Free ((void **) &(sense_sorted));
DDSIP_Free ((void **) &(vartype));
DDSIP_Free ((void **) &(rowname));
DDSIP_Free ((void **) &(rownamestore));
DDSIP_Free ((void **) &(colname));
DDSIP_Free ((void **) &(colnamestore));
DDSIP_Free ((void **) &(det_equ_rhs));
DDSIP_Free ((void **) &(base_rhs));
DDSIP_Free ((void **) &(lb));
DDSIP_Free ((void **) &(ub));
DDSIP_Free ((void **) &(vartype_sorted));
DDSIP_Free ((void **) &(lb_sorted));
DDSIP_Free ((void **) &(ub_sorted));
DDSIP_Free ((void **) &(scaled_obj_coef));
DDSIP_Free ((void **) &(colindex_sorted));
DDSIP_Free ((void **) &(colindex_revers));
DDSIP_Free ((void **) &(scen_spec_rowname));
DDSIP_Free ((void **) &(scen_spec_colname));
DDSIP_Free ((void **) &(rmatbeg));
DDSIP_Free ((void **) &(rmatind));
DDSIP_Free ((void **) &(rmatval));
DDSIP_Free ((void **) &(rmatbeg_stage));
DDSIP_Free ((void **) &(rmatind_stage));
DDSIP_Free ((void **) &(rmatval_stage));
DDSIP_Free ((void **) &(rowindex));
if (ranged)
{
DDSIP_Free ((void **) &(rng));
DDSIP_Free ((void **) &(rng_sorted));
}
return;
}
// solve the current problem
int cplex_solver::solve() {
int nb_objectives = objectives.size();
int mipstat, status;
// Presolving the problem
time_t ptime = time(NULL);
if (CPXpresolve(env, lp, CPX_ALG_NONE)) return 0;
time_t ctime = time(NULL);
_timeCount += difftime(ctime, ptime);
// Solve the objectives in a lexical order
for (int i = first_objective; i < nb_objectives; i++) {
ptime = ctime;
// Solve the mip problem
if (CPXmipopt (env, lp)) return ERROR;
ctime = time(NULL);
_solutionCount += CPXgetsolnpoolnumsolns(env, lp) + CPXgetsolnpoolnumreplaced(env, lp);
_timeCount += difftime(ctime, ptime);
_nodeCount += CPXgetnodecnt(env, lp);
// Get solution status
if ((mipstat = CPXgetstat(env, lp)) == CPXMIP_OPTIMAL) {
if (i < nb_objectives - 1) {
// Get next non empty objective
// (must be done here to avoid conflicting method calls
int previ = i, nexti, nexti_nb_coeffs = 0;
for (; i < nb_objectives - 1; i++) {
nexti = i + 1;
nexti_nb_coeffs = objectives[nexti]->nb_coeffs;
if (nexti_nb_coeffs > 0) break;
}
if (nexti_nb_coeffs > 0) { // there is one more objective to solve
// Set objective constraint value to objval
int index[1];
double values[1];
index[0] = previ;
values[0] = objective_value();
if (verbosity >= DEFAULT)
printf(">>>> Objective value %d = %f\n", previ, values[0]);
{
int status, begin[2];
double rhs[1];
begin[0] = 0;
rhs[0] = values[0]; //ub;
int n = objectives[previ]->nb_coeffs;
begin[1] = n - 1;
status = CPXaddrows(env, lp, 0, 1, n, rhs, "E", begin, objectives[previ]->sindex, objectives[previ]->coefficients, NULL, NULL);
if (status) {
fprintf(stderr, "cplex_solver: end_objective: cannot add %d objective as constraint.\n", i);
exit(-1);
}
}
// Set the new objective value
reset_coeffs();
// Set previous objective coefficients to zero
for (int k = 0; k < objectives[previ]->nb_coeffs; k++) set_coeff(objectives[previ]->sindex[k], 0);
// Set next objective coefficients to their actual values
for (int k = 0; k < nexti_nb_coeffs; k++) set_coeff(objectives[nexti]->sindex[k], objectives[nexti]->coefficients[k]);
// Do set the next objective
status = CPXchgobj(env, lp, nb_coeffs, sindex, coefficients);
if ( status ) {
fprintf (stderr,"Cannot change objective value. Exiting...\n");
exit(-1);
}
// Output model to file (when requested)
if (verbosity >= VERBOSE) {
char buffer[1024];
sprintf(buffer, "cplexpb-%d.lp", i);
writelp(buffer);
}
} else
return OPTIMUM;
} else
return OPTIMUM;
} else if( mipstat == CPXMIP_TIME_LIM_INFEAS ||
mipstat == CPXMIP_TIME_LIM_FEAS) {
return _solutionCount > 0 ? SAT : UNKNOWN;
} else {
if (verbosity >= DEFAULT)
fprintf(stderr, "CPLEX solution status = %d\n", mipstat);
return ERROR;
}
}
return 0;
}
void
DDSIP_DetEqu ()
{
CPXLPptr det_equ;
int status, scen, i, j, k;
char probname[] = "sipout/det_equ.lp.gz";
double *obj_coef;
double *scaled_obj_coef;
char *sense;
char **scen_spec_rowname;
char **scen_spec_colname;
char **rowname, *rownamestore;
char **colname, *colnamestore;
int rowstorespace, rowsurplus_p;
int colstorespace, colsurplus_p;
char *string1, *string2;
double coef;
double *lb, *lb_sorted;
double *ub, *ub_sorted;
char *vartype, *vartype_sorted;
int *colindex_sorted, *colindex_revers, *matcol_sorted;
double *value;
double *det_equ_rhs = NULL;
double *non_stoc_rhs = NULL;
if (DDSIP_param->seccon)
det_equ_rhs = (double *) DDSIP_Alloc(sizeof(double),DDSIP_param->seccon,"det_equ_rhs(DetEqu)");
else
{
fprintf (stderr,"XXX ERROR: no second stage contraints, got DDSIP_param->seccon=%d.\n",DDSIP_param->seccon);
exit (1);
}
if (DDSIP_param->seccon - DDSIP_param->stocrhs>0)
non_stoc_rhs = (double *) DDSIP_Alloc(sizeof(double),DDSIP_param->seccon - DDSIP_param->stocrhs,"non_stoc_rhs(DetEqu)");
fprintf (stderr,
"\nBuilding deterministic equivalent. This may take some time.\nWorks only for expectation-based model so far.\n");
if (!(sense = (char *) calloc (DDSIP_param->seccon, sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
return;
}
if (!(obj_coef = (double *) calloc (DDSIP_param->firstvar + DDSIP_param->secvar, sizeof (double))) ||
!(scaled_obj_coef = (double *) calloc (DDSIP_bb->secvar, sizeof (double))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
return;
}
det_equ = CPXcloneprob (DDSIP_env, DDSIP_lp, &status);
CPXchgprobname (DDSIP_env, det_equ, probname);
if (!(rowname = (char **) calloc (DDSIP_param->seccon, sizeof (char *)))
|| !(scen_spec_rowname = (char **) calloc (DDSIP_param->seccon, sizeof (char *)))
|| !(rownamestore = (char *) calloc (DDSIP_param->seccon * 255, sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
return;
}
rowstorespace = DDSIP_param->seccon * 255;
status = CPXgetrowname (DDSIP_env, DDSIP_lp, rowname, rownamestore,
rowstorespace, &rowsurplus_p, DDSIP_param->firstcon, DDSIP_param->firstcon + DDSIP_param->seccon - 1);
if (!(colname = (char **) calloc (DDSIP_param->firstvar + DDSIP_param->secvar, sizeof (char *)))
|| !(scen_spec_colname = (char **) calloc (DDSIP_param->secvar, sizeof (char *)))
|| !(colnamestore = (char *) calloc (DDSIP_param->secvar * 255, sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
return;
}
colstorespace = (DDSIP_param->firstvar + DDSIP_param->secvar) * 255;
status = CPXgetcolname (DDSIP_env, DDSIP_lp, colname, colnamestore,
colstorespace, &colsurplus_p, 0, DDSIP_param->firstvar + DDSIP_param->secvar - 1);
/*____________________________________________________________________________________*/
status = CPXgetsense (DDSIP_env, DDSIP_lp, sense, DDSIP_param->firstcon, DDSIP_param->firstcon + DDSIP_param->seccon - 1);
/*____________________________________________________________________________________*/
status = CPXgetrhs (DDSIP_env, DDSIP_lp, non_stoc_rhs, DDSIP_param->firstcon + DDSIP_param->stocrhs, DDSIP_param->firstcon + DDSIP_param->seccon - 1);
/*____________________________________________________________________________________*/
status = CPXgetobj (DDSIP_env, DDSIP_lp, obj_coef, 0, DDSIP_param->firstvar + DDSIP_param->secvar - 1);
/*____________________________________________________________________________________*/
//copy rownames scenario many times, append scenario index
//and enter sense and rhs
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
for (j = 0; j < DDSIP_param->seccon; j++)
{
if (!(string2 = (char *) calloc (1, 255 * sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
return;
}
string1 = rowname[j];
sprintf (string2, "%sSC%.3d", string1, scen);
scen_spec_rowname[j] = string2;
if (j < DDSIP_param->stocrhs)
det_equ_rhs[j] = DDSIP_data->rhs[DDSIP_param->stocrhs * scen + j];
else
det_equ_rhs[j] = non_stoc_rhs[j - DDSIP_param->stocrhs];
}
status = CPXnewrows (DDSIP_env, det_equ, DDSIP_param->seccon, det_equ_rhs, sense, NULL, scen_spec_rowname);
for (j = 0; j < DDSIP_param->seccon; j++)
DDSIP_Free ((void **) &(scen_spec_rowname[j]));
}
//copy colnames scenario many times, append scenario index
//and enter into constraint matrix
if (!(lb = (double *) calloc (DDSIP_param->firstvar + DDSIP_param->secvar, sizeof (double)))
|| !(lb_sorted = (double *) calloc (DDSIP_param->secvar, sizeof (double)))
|| !(ub = (double *) calloc (DDSIP_param->firstvar + DDSIP_param->secvar, sizeof (double)))
|| !(ub_sorted = (double *) calloc (DDSIP_param->secvar, sizeof (double)))
|| !(vartype = (char *) calloc (DDSIP_param->firstvar + DDSIP_param->secvar, sizeof (char)))
|| !(vartype_sorted = (char *) calloc (DDSIP_param->secvar, sizeof (double)))
|| !(colindex_revers = (int *) calloc (DDSIP_param->firstvar + DDSIP_param->secvar, sizeof (int)))
|| !(colindex_sorted = (int *) calloc (DDSIP_param->firstvar + DDSIP_param->secvar, sizeof (int))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
return;
}
status = CPXgetlb (DDSIP_env, det_equ, lb, 0, DDSIP_param->firstvar + DDSIP_param->secvar - 1);
status = CPXgetub (DDSIP_env, det_equ, ub, 0, DDSIP_param->firstvar + DDSIP_param->secvar - 1);
status = CPXgetctype (DDSIP_env, det_equ, vartype, 0, DDSIP_param->firstvar + DDSIP_param->secvar - 1);
for (j = 0; j < DDSIP_param->secvar; j++)
{
vartype_sorted[j] = vartype[DDSIP_bb->secondindex[j]];
lb_sorted[j] = lb[DDSIP_bb->secondindex[j]];
ub_sorted[j] = ub[DDSIP_bb->secondindex[j]];
}
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
for (j = 0; j < DDSIP_param->secvar; j++)
{
if (!(string2 = (char *) calloc (1, 255 * sizeof (char))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
return;
}
string1 = colname[DDSIP_bb->secondindex[j]];
sprintf (string2, "%sSC%.3d", string1, scen);
scen_spec_colname[j] = string2;
scaled_obj_coef[j] = DDSIP_data->prob[scen] * obj_coef[DDSIP_bb->secondindex[j]];
}
status =
CPXnewcols (DDSIP_env, det_equ, DDSIP_param->secvar, scaled_obj_coef,
lb_sorted, ub_sorted, vartype_sorted, scen_spec_colname);
for (j = 0; j < DDSIP_param->secvar; j++)
DDSIP_Free ((void **) &(scen_spec_colname[j]));
}
/////////////////////////////////////////////////
for (j = 0; j < DDSIP_param->firstvar; j++)
{
colindex_sorted[j] = DDSIP_bb->firstindex[j];
}
for (j = 0; j < DDSIP_param->secvar; j++)
{
colindex_sorted[DDSIP_param->firstvar + j] = DDSIP_bb->secondindex[j];
}
for (j = 0; j < DDSIP_param->firstvar + DDSIP_param->secvar; j++)
{
colindex_revers[colindex_sorted[j]] = j;
}
k = DDSIP_param->seccon / 60;
printf ("\n0%% 100%%\n");
for (i = 0; i < DDSIP_param->seccon; i++)
{
for (j = 0; j < DDSIP_param->firstvar; j++)
{
if ((status = CPXgetcoef (DDSIP_env, det_equ, DDSIP_param->firstcon + i, colindex_sorted[j], &coef)))
{
fprintf (stderr, " Build det. equivalent: Error retrieving coefficient of first-stage Variable %d.\n", j);
exit (1);
}
if (coef)
{
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
status =
CPXchgcoef (DDSIP_env, det_equ, DDSIP_param->firstcon + DDSIP_bb->seccon + scen * DDSIP_param->seccon + i, colindex_sorted[j], coef);
if (status)
{
fprintf (stderr, " Build det. equivalent: Error setting coefficient of first-stage Variable %d.\n", j);
exit (1);
}
}
}
}
for (j = DDSIP_param->firstvar; j < DDSIP_param->firstvar + DDSIP_param->secvar; j++)
{
if ((status = CPXgetcoef (DDSIP_env, det_equ, DDSIP_param->firstcon + i, colindex_sorted[j], &coef)))
{
fprintf (stderr,
" Build det. equivalent: Error retrieving coefficient of second-stage Variable %d.\n",
j - DDSIP_param->firstvar);
exit (1);
}
if (coef)
{
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
status =
CPXchgcoef (DDSIP_env, det_equ,
DDSIP_param->firstcon + DDSIP_bb->seccon + scen * DDSIP_param->seccon + i, (scen + 1) * DDSIP_param->secvar + j, coef);
}
if (status)
{
fprintf (stderr,
" Build det. equivalent: Error setting coefficient of second-stage Variable %d.\n",
j - DDSIP_param->firstvar);
exit (1);
}
}
}
if (!k)
{
for (j = 0; j <= 60 / DDSIP_param->seccon; j++)
printf ("#");
}
else if (i % k == k - 1)
printf ("#");
}
printf ("\n\n");
///////delete original second stage rows & cols ////////////////////////////////////////////
status = CPXdelrows (DDSIP_env, det_equ, DDSIP_param->firstcon, DDSIP_param->firstcon + DDSIP_bb->seccon - 1);
j = 0;
for (i = 0; i < DDSIP_param->secvar; i++)
{
status = CPXdelcols (DDSIP_env, det_equ, DDSIP_bb->secondindex[i] - j, DDSIP_bb->secondindex[i] - j);
j++;
}
///////enter stochastic matrix entries//////////////////////////////////////////////////////
if (DDSIP_param->stocmat)
{
if (!(value = (double *) calloc (DDSIP_param->stocmat, sizeof (double)))
|| !(matcol_sorted = (int *) calloc (DDSIP_param->stocmat, sizeof (int))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
return;
}
for (j = 0; j < DDSIP_param->stocmat; j++)
{
matcol_sorted[j] = colindex_revers[DDSIP_data->matcol[j]];
}
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
for (j = 0; j < DDSIP_param->stocmat; j++)
{
value[j] = DDSIP_data->matval[scen * DDSIP_param->stocmat + j];
}
status = CPXchgcoeflist (DDSIP_env, det_equ, DDSIP_param->stocmat, DDSIP_data->matrow, matcol_sorted, value);
if (status)
{
char errmsg[1024];
CPXgeterrorstring (DDSIP_env, status, errmsg);
fprintf (stderr, "in DetEqu: %s\n", errmsg);
}
for (j = 0; j < DDSIP_param->stocmat; j++)
{
DDSIP_data->matrow[j] += DDSIP_param->seccon;
if (matcol_sorted[j] >= DDSIP_param->firstvar)
matcol_sorted[j] += DDSIP_param->secvar;
}
}
DDSIP_Free ((void **) &(value));
DDSIP_Free ((void **) &(matcol_sorted));
//set matrow to the old values
for (j = 0; j < DDSIP_param->stocmat; j++)
{
DDSIP_data->matrow[j] -= DDSIP_param->scenarios * DDSIP_param->seccon;
}
}
///////enter stochastic cost coefficients //////////////////////////////////////////////////
if (DDSIP_param->stoccost)
{
if (!(value = (double *) calloc (DDSIP_param->stoccost, sizeof (double)))
|| !(matcol_sorted = (int *) calloc (DDSIP_param->stoccost, sizeof (int))))
{
fprintf (stderr, "Not enough memory for building deterministic equivalent\n");
return;
}
for (j = 0; j < DDSIP_param->stoccost; j++)
{
value[j] = 0.0;
matcol_sorted[j] = colindex_revers[DDSIP_data->costind[j]];
}
for (scen = 0; scen < DDSIP_param->scenarios; scen++)
{
for (j = 0; j < DDSIP_param->stoccost; j++)
{
if (matcol_sorted[j] >= DDSIP_param->firstvar)
value[j] = DDSIP_data->prob[scen] * DDSIP_data->cost[scen * DDSIP_param->stoccost + j];
else
value[j] += DDSIP_data->prob[scen] * DDSIP_data->cost[scen * DDSIP_param->stoccost + j];
}
status = CPXchgobj (DDSIP_env, det_equ, DDSIP_param->stoccost, matcol_sorted, value);
if (status)
{
char errmsg[1024];
CPXgeterrorstring (DDSIP_env, status, errmsg);
fprintf (stderr, "in DetEqu: %s\n", errmsg);
}
for (j = 0; j < DDSIP_param->stoccost; j++)
{
if (matcol_sorted[j] >= DDSIP_param->firstvar)
matcol_sorted[j] += DDSIP_param->secvar;
}
}
DDSIP_Free ((void **) &(value));
DDSIP_Free ((void **) &(matcol_sorted));
}
////////////////////////////////////////////////////////////////////////////////////////////
status = CPXwriteprob (DDSIP_env, det_equ, probname, NULL);
if (status)
fprintf (DDSIP_outfile, " *** Deterministic equivalent not written successfully, status = %d\n", status);
else
fprintf (DDSIP_outfile, " *** Deterministic equivalent written successfully\n");
status = CPXfreeprob (DDSIP_env, &det_equ);
DDSIP_Free ((void **) &(sense));
DDSIP_Free ((void **) &(vartype));
DDSIP_Free ((void **) &(rowname));
DDSIP_Free ((void **) &(rownamestore));
DDSIP_Free ((void **) &(colname));
DDSIP_Free ((void **) &(colnamestore));
DDSIP_Free ((void **) &(det_equ_rhs));
DDSIP_Free ((void **) &(non_stoc_rhs));
DDSIP_Free ((void **) &(lb));
DDSIP_Free ((void **) &(ub));
DDSIP_Free ((void **) &(vartype_sorted));
DDSIP_Free ((void **) &(lb_sorted));
DDSIP_Free ((void **) &(ub_sorted));
DDSIP_Free ((void **) &(obj_coef));
DDSIP_Free ((void **) &(scaled_obj_coef));
DDSIP_Free ((void **) &(colindex_sorted));
DDSIP_Free ((void **) &(colindex_revers));
DDSIP_Free ((void **) &(scen_spec_rowname));
DDSIP_Free ((void **) &(scen_spec_colname));
return;
}
reducemex(double M[], double costs[], double stats[], double ikeep[],
double m[],
int matbeg[], int matcnt[], int matind[], double matval[],
char sense[], int objsen, double lb[], double ub[],
int numrows, int numcols, double tol)
{
CPXENVptr env = NULL;
CPXLPptr lp = NULL;
int status;
char probname[16];
double *pi;
double *slack;
double *dj;
double *obj;
int solstat;
double objval;
double *x;
double newval;
int *indices;
int kc, i;
obj = mxCalloc(numcols,sizeof(double));
x = mxCalloc(numcols,sizeof(double));
indices = mxCalloc(numcols,sizeof(int));
pi = mxCalloc(numrows,sizeof(double));
slack = mxCalloc(numrows,sizeof(double));
dj = mxCalloc(numcols,sizeof(double));
/* Initialize the CPLEX environment */
env = CPXopenCPLEX (&status);
if ( env == NULL ) {
char errmsg[1024];
fprintf (stderr, "Could not open CPLEX environment.\n");
CPXgeterrorstring (env, status, errmsg);
fprintf (stderr, "%s", errmsg);
goto TERMINATE;
}
/* Turn off output to the screen */
status = CPXsetintparam (env, CPX_PARAM_SCRIND, CPX_OFF);
if ( status ) {
fprintf (stderr,
"Failure to turn on screen indicator, error %d.\n", status);
goto TERMINATE;
}
/* Turn off pre-processor
status = CPXsetintparam (env, CPX_PARAM_PREIND, CPX_OFF);
if ( status ) {
fprintf (stderr,
"Failure to turn off pre-processor, error %d.\n", status);
goto TERMINATE;
}
/* Turn off aggregator
status = CPXsetintparam (env, CPX_PARAM_AGGIND, CPX_OFF);
if ( status ) {
fprintf (stderr,
"Failure to turn of aggregator, error %d.\n", status);
goto TERMINATE;
}*/
/* Create the problem. */
strcpy(probname,"LPnoname");
lp = CPXcreateprob (env, &status, probname);
if ( lp == NULL ) {
fprintf (stderr, "Failed to create LP.\n");
goto TERMINATE;
}
/* Initialize data */
for (kc = 0; kc <= numcols-1; kc++)
{
indices[kc] = kc;
}
/* Now copy the problem data into the lp */
status = CPXcopylp (env, lp, numcols, numrows, objsen, obj, m,
sense, matbeg, matcnt, matind, matval,
lb, ub, NULL);
if ( status ) {
fprintf (stderr, "Failed to copy problem data.\n");
goto TERMINATE;
}
/**********MAIN LOOP************/
for(i = 0; i <= numrows-1; i++)
{
for (kc = 0; kc <= numcols-1; kc++)
{
obj[kc] = M[i+kc*numrows];
}
CPXchgobj(env, lp, numcols, indices, obj);
newval = m[i] + 10;
CPXchgrhs(env, lp, 1, &i, &newval);
/* Optimize the problem and obtain solution. */
status = CPXlpopt (env, lp); /*status = CPX[prim/dual]opt (env, lp);*/
if ( status ) {
fprintf (stderr, "Failed to optimize LP.\n");
goto TERMINATE;
}
status = CPXsolution (env, lp, &solstat, &objval, x, pi, slack, dj);
if ( status ) {
fprintf (stderr, "Failed to obtain solution.\n");
goto TERMINATE;
}
ikeep[i] = 0;
if (objval > m[i] + tol) /* keep row */
{
ikeep[i] = 1;
newval = m[i];
CPXchgrhs(env, lp, 1, &i, &newval);
}
/* Write the output to the screen. */
/*
printf ("\nSolution status = %d\n", solstat);
printf ("Solution value = %f\n\n", objval);
*/
costs[i] = objval;
stats[i] = solstat;
}
TERMINATE:
/* Free up the problem as allocated by CPXcreateprob, if necessary */
if ( lp != NULL ) {
status = CPXfreeprob (env, &lp);
if ( status ) {
fprintf (stderr, "CPXfreeprob failed, error code %d.\n", status);
}
}
/* Free up the CPLEX environment, if necessary */
if ( env != NULL ) {
status = CPXcloseCPLEX (&env);
if ( status ) {
char errmsg[1024];
fprintf (stderr, "Could not close CPLEX environment.\n");
CPXgeterrorstring (env, status, errmsg);
fprintf (stderr, "%s", errmsg);
}
}
}
