Location: LEMON/LEMON-official/lemon/tolerance.h

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kpeter (Peter Kovacs)
Implement the scaling Price Refinement heuristic in CostScaling (#417) instead of Early Termination. These two heuristics are similar, but the newer one is faster and not only makes it possible to skip some epsilon phases, but it can improve the performance of the other phases, as well.
/* -*- mode: C++; indent-tabs-mode: nil; -*-
*
* This file is a part of LEMON, a generic C++ optimization library.
*
* Copyright (C) 2003-2009
* Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
* (Egervary Research Group on Combinatorial Optimization, EGRES).
*
* Permission to use, modify and distribute this software is granted
* provided that this copyright notice appears in all copies. For
* precise terms see the accompanying LICENSE file.
*
* This software is provided "AS IS" with no warranty of any kind,
* express or implied, and with no claim as to its suitability for any
* purpose.
*
*/
#ifndef LEMON_TOLERANCE_H
#define LEMON_TOLERANCE_H
///\ingroup misc
///\file
///\brief A basic tool to handle the anomalies of calculation with
///floating point numbers.
///
namespace lemon {
/// \addtogroup misc
/// @{
///\brief A class to provide a basic way to
///handle the comparison of numbers that are obtained
///as a result of a probably inexact computation.
///
///\ref Tolerance is a class to provide a basic way to
///handle the comparison of numbers that are obtained
///as a result of a probably inexact computation.
///
///The general implementation is suitable only if the data type is exact,
///like the integer types, otherwise a specialized version must be
///implemented. These specialized classes like
///Tolerance<double> may offer additional tuning parameters.
///
///\sa Tolerance<float>
///\sa Tolerance<double>
///\sa Tolerance<long double>
template<class T>
class Tolerance
{
public:
typedef T Value;
///\name Comparisons
///The concept is that these bool functions return \c true only if
///the related comparisons hold even if some numerical error appeared
///during the computations.
///@{
///Returns \c true if \c a is \e surely strictly less than \c b
static bool less(Value a,Value b) {return a<b;}
///Returns \c true if \c a is \e surely different from \c b
static bool different(Value a,Value b) {return a!=b;}
///Returns \c true if \c a is \e surely positive
static bool positive(Value a) {return static_cast<Value>(0) < a;}
///Returns \c true if \c a is \e surely negative
static bool negative(Value a) {return a < static_cast<Value>(0);}
///Returns \c true if \c a is \e surely non-zero
static bool nonZero(Value a) {return a != static_cast<Value>(0);}
///@}
///Returns the zero value.
static Value zero() {return static_cast<Value>(0);}
// static bool finite(Value a) {}
// static Value big() {}
// static Value negativeBig() {}
};
///Float specialization of Tolerance.
///Float specialization of Tolerance.
///\sa Tolerance
///\relates Tolerance
template<>
class Tolerance<float>
{
static float def_epsilon;
float _epsilon;
public:
///\e
typedef float Value;
///Constructor setting the epsilon tolerance to the default value.
Tolerance() : _epsilon(def_epsilon) {}
///Constructor setting the epsilon tolerance to the given value.
Tolerance(float e) : _epsilon(e) {}
///Returns the epsilon value.
Value epsilon() const {return _epsilon;}
///Sets the epsilon value.
void epsilon(Value e) {_epsilon=e;}
///Returns the default epsilon value.
static Value defaultEpsilon() {return def_epsilon;}
///Sets the default epsilon value.
static void defaultEpsilon(Value e) {def_epsilon=e;}
///\name Comparisons
///See \ref lemon::Tolerance "Tolerance" for more details.
///@{
///Returns \c true if \c a is \e surely strictly less than \c b
bool less(Value a,Value b) const {return a+_epsilon<b;}
///Returns \c true if \c a is \e surely different from \c b
bool different(Value a,Value b) const { return less(a,b)||less(b,a); }
///Returns \c true if \c a is \e surely positive
bool positive(Value a) const { return _epsilon<a; }
///Returns \c true if \c a is \e surely negative
bool negative(Value a) const { return -_epsilon>a; }
///Returns \c true if \c a is \e surely non-zero
bool nonZero(Value a) const { return positive(a)||negative(a); }
///@}
///Returns zero
static Value zero() {return 0;}
};
///Double specialization of Tolerance.
///Double specialization of Tolerance.
///\sa Tolerance
///\relates Tolerance
template<>
class Tolerance<double>
{
static double def_epsilon;
double _epsilon;
public:
///\e
typedef double Value;
///Constructor setting the epsilon tolerance to the default value.
Tolerance() : _epsilon(def_epsilon) {}
///Constructor setting the epsilon tolerance to the given value.
Tolerance(double e) : _epsilon(e) {}
///Returns the epsilon value.
Value epsilon() const {return _epsilon;}
///Sets the epsilon value.
void epsilon(Value e) {_epsilon=e;}
///Returns the default epsilon value.
static Value defaultEpsilon() {return def_epsilon;}
///Sets the default epsilon value.
static void defaultEpsilon(Value e) {def_epsilon=e;}
///\name Comparisons
///See \ref lemon::Tolerance "Tolerance" for more details.
///@{
///Returns \c true if \c a is \e surely strictly less than \c b
bool less(Value a,Value b) const {return a+_epsilon<b;}
///Returns \c true if \c a is \e surely different from \c b
bool different(Value a,Value b) const { return less(a,b)||less(b,a); }
///Returns \c true if \c a is \e surely positive
bool positive(Value a) const { return _epsilon<a; }
///Returns \c true if \c a is \e surely negative
bool negative(Value a) const { return -_epsilon>a; }
///Returns \c true if \c a is \e surely non-zero
bool nonZero(Value a) const { return positive(a)||negative(a); }
///@}
///Returns zero
static Value zero() {return 0;}
};
///Long double specialization of Tolerance.
///Long double specialization of Tolerance.
///\sa Tolerance
///\relates Tolerance
template<>
class Tolerance<long double>
{
static long double def_epsilon;
long double _epsilon;
public:
///\e
typedef long double Value;
///Constructor setting the epsilon tolerance to the default value.
Tolerance() : _epsilon(def_epsilon) {}
///Constructor setting the epsilon tolerance to the given value.
Tolerance(long double e) : _epsilon(e) {}
///Returns the epsilon value.
Value epsilon() const {return _epsilon;}
///Sets the epsilon value.
void epsilon(Value e) {_epsilon=e;}
///Returns the default epsilon value.
static Value defaultEpsilon() {return def_epsilon;}
///Sets the default epsilon value.
static void defaultEpsilon(Value e) {def_epsilon=e;}
///\name Comparisons
///See \ref lemon::Tolerance "Tolerance" for more details.
///@{
///Returns \c true if \c a is \e surely strictly less than \c b
bool less(Value a,Value b) const {return a+_epsilon<b;}
///Returns \c true if \c a is \e surely different from \c b
bool different(Value a,Value b) const { return less(a,b)||less(b,a); }
///Returns \c true if \c a is \e surely positive
bool positive(Value a) const { return _epsilon<a; }
///Returns \c true if \c a is \e surely negative
bool negative(Value a) const { return -_epsilon>a; }
///Returns \c true if \c a is \e surely non-zero
bool nonZero(Value a) const { return positive(a)||negative(a); }
///@}
///Returns zero
static Value zero() {return 0;}
};
/// @}
} //namespace lemon
#endif //LEMON_TOLERANCE_H