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SCIP Doxygen Documentation: Numerical Methods

commonly used numerical methods

SCIP_Real  SCIPcalcMachineEpsilon (void)   SCIP_Real  SCIPnextafter (SCIP_Real from, SCIP_Real to)   SCIP_Longint  SCIPcalcGreComDiv (SCIP_Longint val1, SCIP_Longint val2)   SCIP_Longint  SCIPcalcSmaComMul (SCIP_Longint val1, SCIP_Longint val2)   SCIP_Longint  SCIPcalcBinomCoef (int n, int m)   unsigned int  SCIPcalcFibHash (SCIP_Real v)   SCIP_Bool  SCIPrealToRational (SCIP_Real val, SCIP_Real mindelta, SCIP_Real maxdelta, SCIP_Longint maxdnom, SCIP_Longint *numerator, SCIP_Longint *denominator)   SCIP_RETCODE  SCIPcalcIntegralScalar (SCIP_Real *vals, int nvals, SCIP_Real mindelta, SCIP_Real maxdelta, SCIP_Longint maxdnom, SCIP_Real maxscale, SCIP_Real *intscalar, SCIP_Bool *success)   SCIP_Bool  SCIPfindSimpleRational (SCIP_Real lb, SCIP_Real ub, SCIP_Longint maxdnom, SCIP_Longint *numerator, SCIP_Longint *denominator)   SCIP_Real  SCIPselectSimpleValue (SCIP_Real lb, SCIP_Real ub, SCIP_Longint maxdnom)   SCIP_Real  SCIPcalcRootNewton (SCIP_DECL_NEWTONEVAL((*function)), SCIP_DECL_NEWTONEVAL((*derivative)), SCIP_Real *params, int nparams, SCIP_Real x, SCIP_Real eps, int k)   SCIP_Real  SCIPrelDiff (SCIP_Real val1, SCIP_Real val2)   SCIP_Real  SCIPcomputeGap (SCIP_Real eps, SCIP_Real inf, SCIP_Real primalbound, SCIP_Real dualbound)   ◆ SCIPisFinite ◆ SCIPcalcMachineEpsilon()

returns the machine epsilon: the smallest number eps > 0, for which 1.0 + eps > 1.0

Definition at line 9101 of file misc.c.

References eps, and SCIP_Real.

◆ SCIPnextafter()

returns the next representable value of from in the direction of to

Parameters
from value from which the next representable value should be returned to direction in which the next representable value should be returned

Definition at line 9367 of file misc.c.

Referenced by computeMaxForBilinearProp(), initSolve(), SCIPintervalCos(), SCIPintervalEntropy(), SCIPintervalExp(), SCIPintervalLog(), SCIPintervalPowerScalar(), SCIPintervalPowerScalarScalar(), SCIPintervalSignPowerScalar(), SCIPintervalSolveUnivariateQuadExpressionPositiveAllScalar(), and SCIPintervalSquareRoot().

◆ SCIPcalcGreComDiv()

calculates the greatest common divisor of the two given values

Parameters
val1 first value of greatest common devisor calculation val2 second value of greatest common devisor calculation

Definition at line 9124 of file misc.c.

Referenced by deleteRedundantVars(), normalizeCons(), normalizeCumulativeCondition(), normalizeWeights(), rangedRowPropagation(), SCIPcalcIntegralScalar(), SCIPcalcSmaComMul(), SCIPprobScaleObj(), SCIProwCalcIntegralScalar(), SCIPsolveKnapsackExactly(), simplifyInequalities(), and tryAggregateIntVars().

◆ SCIPcalcSmaComMul() ◆ SCIPcalcBinomCoef()

calculates a binomial coefficient n over m, choose m elements out of n, maximal value will be 33 over 16 (because the n=33 is the last line in the Pascal's triangle where each entry fits in a 4 byte value), an error occurs due to big numbers or an negative value m (and m < n) and -1 will be returned

Parameters
n number of different elements m number to choose out of the above

Definition at line 10275 of file misc.c.

References SCIP_Longint, SCIP_LONGINT_MAX, and SCIP_Real.

◆ SCIPcalcFibHash() ◆ SCIPrealToRational()

converts a real number into a (approximate) rational representation, and returns TRUE iff the conversion was successful

Parameters
val real value r to convert into rational number mindelta minimal allowed difference r - q of real r and rational q = n/d maxdelta maximal allowed difference r - q of real r and rational q = n/d maxdnom maximal denominator allowed numerator pointer to store the numerator n of the rational number denominator pointer to store the denominator d of the rational number

Definition at line 9397 of file misc.c.

References a, b, EPSFLOOR, EPSGT, FALSE, MIN, NULL, REALABS, SCIP_Longint, SCIP_LONGINT_MAX, SCIP_Real, simplednoms, and TRUE.

Referenced by normalizeCons(), prettifyConss(), SCIPcalcIntegralScalar(), SCIPfindSimpleRational(), SCIProwCalcIntegralScalar(), and tryAggregateIntVars().

◆ SCIPcalcIntegralScalar()

tries to find a value, such that all given values, if scaled with this value become integral in relative allowed difference in between mindelta and maxdelta

Parameters
vals values to scale nvals number of values to scale mindelta minimal relative allowed difference of scaled coefficient s*c and integral i maxdelta maximal relative allowed difference of scaled coefficient s*c and integral i maxdnom maximal denominator allowed in rational numbers maxscale maximal allowed scalar intscalar pointer to store scalar that would make the coefficients integral, or NULL success stores whether returned value is valid

Definition at line 9560 of file misc.c.

References ABS, EPSEQ, FALSE, isIntegralScalar(), MIN, nscalars, NULL, REALABS, scalars, SCIP_Bool, SCIP_DEFAULT_EPSILON, SCIP_INVALID, SCIP_Longint, SCIP_LONGINT_FORMAT, SCIP_OKAY, SCIP_Real, SCIP_REAL_MAX, SCIPcalcGreComDiv(), SCIPdebugMessage, SCIPrealToRational(), and TRUE.

Referenced by calculateScalingValue(), cutTightenCoefs(), cutTightenCoefsQuad(), SCIPcutGenerationHeuristicCMIR(), SCIPprobScaleObj(), SCIPseparateRelaxedKnapsack(), and transformNonIntegralRow().

◆ SCIPfindSimpleRational() ◆ SCIPselectSimpleValue()

given a (usually very small) interval, selects a value inside this interval; it is tried to select a rational number with simple denominator (i.e. a small number, probably multiplied with powers of 10); if no valid rational number inside the interval was found, selects the central value of the interval

Parameters
lb lower bound of the interval ub upper bound of the interval maxdnom maximal denominator allowed for resulting rational number

Definition at line 9827 of file misc.c.

References MAX, SCIP_Bool, SCIP_Longint, SCIP_LONGINT_FORMAT, SCIP_Real, SCIPdebugMessage, SCIPdebugPrintf, and SCIPfindSimpleRational().

Referenced by convertUnaryEquality(), fixVariables(), SCIP_DECL_PRESOLEXEC(), and SCIPanalyzeDeductionsProbing().

◆ SCIPcalcRootNewton() ◆ SCIPrelDiff()

returns the relative difference: (val1-val2)/max(|val1|,|val2|,1.0)

Parameters
val1 first value to be compared val2 second value to be compared

Definition at line 11215 of file misc.c.

References MAX3, REALABS, and SCIP_Real.

Referenced by checkCons(), checkCumulativeCondition(), checkOrigPbCons(), createGenVBound(), getIntegralScalar(), getScaledDualWeight(), isConsViolated(), isIntegralScalar(), priceAndCutLoop(), SCIP_DECL_CONSCHECK(), SCIPbendersSubproblemIsOptimal(), SCIPbranchExecExtern(), SCIPbranchGetBranchingPoint(), SCIPconcsolverSync(), SCIPcutGenerationHeuristicCMIR(), SCIPintervalAreDisjointEps(), SCIPintervalIntersectEps(), SCIPsolCheckOrig(), SCIPtreeBranchVar(), SCIPtreeBranchVarNary(), SCIPvalidateSolve(), solveBendersSubproblems(), and updateBestCandidate().

◆ SCIPcomputeGap()

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