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							148 lines
						
					
					
						
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				| // This file is part of a joint effort between Eigen, a lightweight C++ template library | |
| // for linear algebra, and MPFR C++, a C++ interface to MPFR library (http://www.holoborodko.com/pavel/) | |
| // | |
| // Copyright (C) 2010 Pavel Holoborodko <pavel@holoborodko.com> | |
| // Copyright (C) 2010 Konstantin Holoborodko <konstantin@holoborodko.com> | |
| // Copyright (C) 2010 Gael Guennebaud <gael.guennebaud@inria.fr> | |
| // | |
| // This Source Code Form is subject to the terms of the Mozilla | |
| // Public License v. 2.0. If a copy of the MPL was not distributed | |
| // with this file, You can obtain one at http://mozilla.org/MPL/2.0/. | |
| //  | |
| // Contributors: | |
| // Brian Gladman, Helmut Jarausch, Fokko Beekhof, Ulrich Mutze, Heinz van Saanen, Pere Constans | |
| 
 | |
| #ifndef EIGEN_MPREALSUPPORT_MODULE_H | |
| #define EIGEN_MPREALSUPPORT_MODULE_H | |
| 
 | |
| #include <ctime> | |
| #include <mpreal.h> | |
| #include <Eigen/Core> | |
| 
 | |
| namespace Eigen { | |
|    | |
|   /** \ingroup Unsupported_modules | |
|     * \defgroup MPRealSupport_Module MPFRC++ Support module | |
|     * | |
|     * \code | |
|     * #include <Eigen/MPRealSupport> | |
|     * \endcode | |
|     * | |
|     * This module provides support for multi precision floating point numbers | |
|     * via the <a href="http://www.holoborodko.com/pavel/mpfr">MPFR C++</a> | |
|     * library which itself is built upon <a href="http://www.mpfr.org/">MPFR</a>/<a href="http://gmplib.org/">GMP</a>. | |
|     * | |
|     * You can find a copy of MPFR C++ that is known to be compatible in the unsupported/test/mpreal folder. | |
|     * | |
|     * Here is an example: | |
|     * | |
| \code | |
| #include <iostream> | |
| #include <Eigen/MPRealSupport> | |
| #include <Eigen/LU> | |
| using namespace mpfr; | |
| using namespace Eigen; | |
| int main() | |
| { | |
|   // set precision to 256 bits (double has only 53 bits) | |
|   mpreal::set_default_prec(256); | |
|   // Declare matrix and vector types with multi-precision scalar type | |
|   typedef Matrix<mpreal,Dynamic,Dynamic>  MatrixXmp; | |
|   typedef Matrix<mpreal,Dynamic,1>        VectorXmp; | |
| 
 | |
|   MatrixXmp A = MatrixXmp::Random(100,100); | |
|   VectorXmp b = VectorXmp::Random(100); | |
| 
 | |
|   // Solve Ax=b using LU | |
|   VectorXmp x = A.lu().solve(b); | |
|   std::cout << "relative error: " << (A*x - b).norm() / b.norm() << std::endl; | |
|   return 0; | |
| } | |
| \endcode | |
|     * | |
|     */ | |
| 
 | |
|   template<> struct NumTraits<mpfr::mpreal> | |
|     : GenericNumTraits<mpfr::mpreal> | |
|   { | |
|     enum { | |
|       IsInteger = 0, | |
|       IsSigned = 1, | |
|       IsComplex = 0, | |
|       RequireInitialization = 1, | |
|       ReadCost = 10, | |
|       AddCost = 10, | |
|       MulCost = 40 | |
|     }; | |
| 
 | |
|     typedef mpfr::mpreal Real; | |
|     typedef mpfr::mpreal NonInteger; | |
| 
 | |
|     inline static mpfr::mpreal highest() { return  mpfr::mpreal_max(mpfr::mpreal::get_default_prec()); } | |
|     inline static mpfr::mpreal lowest()  { return -mpfr::mpreal_max(mpfr::mpreal::get_default_prec()); } | |
| 
 | |
|     inline static Real epsilon() | |
|     { | |
|       return mpfr::machine_epsilon(mpfr::mpreal::get_default_prec()); | |
|     } | |
|     inline static Real dummy_precision() | |
|     { | |
|       unsigned int weak_prec = ((mpfr::mpreal::get_default_prec()-1)*90)/100; | |
|       return mpfr::machine_epsilon(weak_prec); | |
|     } | |
|   }; | |
| 
 | |
| namespace internal { | |
| 
 | |
|   template<> mpfr::mpreal random<mpfr::mpreal>() | |
|   { | |
| #if (MPFR_VERSION >= MPFR_VERSION_NUM(3,0,0)) | |
|     static gmp_randstate_t state; | |
|     static bool isFirstTime = true; | |
| 
 | |
|     if(isFirstTime) | |
|     { | |
|       gmp_randinit_default(state); | |
|       gmp_randseed_ui(state,(unsigned)time(NULL)); | |
|       isFirstTime = false; | |
|     } | |
| 
 | |
|     return mpfr::urandom(state)*2-1; | |
| #else | |
|     return mpfr::mpreal(random<double>()); | |
| #endif | |
|   } | |
| 
 | |
|   template<> mpfr::mpreal random<mpfr::mpreal>(const mpfr::mpreal& a, const mpfr::mpreal& b) | |
|   { | |
|     return a + (b-a) * random<mpfr::mpreal>(); | |
|   } | |
| 
 | |
|   bool isMuchSmallerThan(const mpfr::mpreal& a, const mpfr::mpreal& b, const mpfr::mpreal& prec) | |
|   { | |
|     return mpfr::abs(a) <= mpfr::abs(b) * prec; | |
|   } | |
| 
 | |
|   inline bool isApprox(const mpfr::mpreal& a, const mpfr::mpreal& b, const mpfr::mpreal& prec) | |
|   { | |
|     return mpfr::abs(a - b) <= (mpfr::min)(mpfr::abs(a), mpfr::abs(b)) * prec; | |
|   } | |
| 
 | |
|   inline bool isApproxOrLessThan(const mpfr::mpreal& a, const mpfr::mpreal& b, const mpfr::mpreal& prec) | |
|   { | |
|     return a <= b || isApprox(a, b, prec); | |
|   } | |
|    | |
|   template<> inline long double cast<mpfr::mpreal,long double>(const mpfr::mpreal& x) | |
|   { return x.toLDouble(); } | |
|   template<> inline double cast<mpfr::mpreal,double>(const mpfr::mpreal& x) | |
|   { return x.toDouble(); } | |
|   template<> inline long cast<mpfr::mpreal,long>(const mpfr::mpreal& x) | |
|   { return x.toLong(); } | |
|   template<> inline int cast<mpfr::mpreal,int>(const mpfr::mpreal& x) | |
|   { return int(x.toLong()); } | |
| 
 | |
| } // end namespace internal | |
| } | |
| 
 | |
| #endif // EIGEN_MPREALSUPPORT_MODULE_H
 |