projections4MultiDim_tpl.h

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/****************************************************************************
 *   This file is part of the aGrUM/pyAgrum library.                        *
 *                                                                          *
 *   Copyright (c) 2005-2025 by                                             *
 *       - Pierre-Henri WUILLEMIN(_at_LIP6)                                 *
 *       - Christophe GONZALES(_at_AMU)                                     *
 *                                                                          *
 *   The aGrUM/pyAgrum library is free software; you can redistribute it    *
 *   and/or modify it under the terms of either :                           *
 *                                                                          *
 *    - the GNU Lesser General Public License as published by               *
 *      the Free Software Foundation, either version 3 of the License,      *
 *      or (at your option) any later version,                              *
 *    - the MIT license (MIT),                                              *
 *    - or both in dual license, as here.                                   *
 *                                                                          *
 *   (see https://agrum.gitlab.io/articles/dual-licenses-lgplv3mit.html)    *
 *                                                                          *
 *   This aGrUM/pyAgrum library is distributed in the hope that it will be  *
 *   useful, but WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,          *
 *   INCLUDING BUT NOT LIMITED TO THE WARRANTIES MERCHANTABILITY or FITNESS *
 *   FOR A PARTICULAR PURPOSE  AND NONINFRINGEMENT. IN NO EVENT SHALL THE   *
 *   AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER *
 *   LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE,        *
 *   ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR  *
 *   OTHER DEALINGS IN THE SOFTWARE.                                        *
 *                                                                          *
 *   See LICENCES for more details.                                         *
 *                                                                          *
 *   SPDX-FileCopyrightText: Copyright 2005-2025                            *
 *       - Pierre-Henri WUILLEMIN(_at_LIP6)                                 *
 *       - Christophe GONZALES(_at_AMU)                                     *
 *   SPDX-License-Identifier: LGPL-3.0-or-later OR MIT                      *
 *                                                                          *
 *   Contact  : info_at_agrum_dot_org                                       *
 *   homepage : http://agrum.gitlab.io                                      *
 *   gitlab   : https://gitlab.com/agrumery/agrum                           *
 *                                                                          *
 ****************************************************************************/
#pragma once
 

 
#ifndef DOXYGEN_SHOULD_SKIP_THIS
 
// allow projectionPatterns to be used
#  define GUM_PROJECTION_PATTERN_ALLOWED 1
 
#  include <agrum/base/core/functors.h>
#  include <agrum/base/multidim/utils/operators/projectionRegister4MultiDim.h>
 
// a specialized max projection function for multiDimArrays
 
#  define GUM_MULTI_DIM_PROJECTION_NAME projectMaxMultiDimArray
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y) \
    if (y > x) x = y
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL std::numeric_limits< GUM_SCALAR >::min()
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_IMPL2ARRAY_NAME projectMaxMultiDimArray
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y) \
    if (y > x) x = y
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL std::numeric_limits< GUM_SCALAR >::min()
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_IMPL2ARRAY_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_POINTER_NAME projectMaxMultiDimArray4Pointers
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y) \
    if (*(y) > *(x)) *(x) = *(y)
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL std::numeric_limits< GUM_SCALAR >::min()
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_POINTER_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_POINTER_IMPL2ARRAY_NAME projectMaxMultiDimArray4Pointers
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y) \
    if (*(y) > *(x)) *(x) = *(y)
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL std::numeric_limits< GUM_SCALAR >::min()
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_POINTER_IMPL2ARRAY_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
// a specialized min projection function for multiDimArrays
 
#  define GUM_MULTI_DIM_PROJECTION_NAME projectMinMultiDimArray
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y) \
    if (x > y) x = y
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL std::numeric_limits< GUM_SCALAR >::max()
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_IMPL2ARRAY_NAME projectMinMultiDimArray
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y) \
    if (x > y) x = y
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL std::numeric_limits< GUM_SCALAR >::max()
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_IMPL2ARRAY_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_POINTER_NAME projectMinMultiDimArray4Pointers
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y) \
    if (*(x) > *(y)) *(x) = *(y)
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL std::numeric_limits< GUM_SCALAR >::max()
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_POINTER_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_POINTER_IMPL2ARRAY_NAME projectMinMultiDimArray4Pointers
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y) \
    if (*(x) > *(y)) *(x) = *(y)
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL std::numeric_limits< GUM_SCALAR >::max()
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_POINTER_IMPL2ARRAY_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
// a specialized sum projection function for multiDimArrays
 
#  define GUM_MULTI_DIM_PROJECTION_NAME projectSumMultiDimArray
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y)   x += y
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL (GUM_SCALAR)0
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_IMPL2ARRAY_NAME projectSumMultiDimArray
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y)   x += y
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL (GUM_SCALAR)0
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_IMPL2ARRAY_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_POINTER_NAME projectSumMultiDimArray4Pointers
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y)   *(x) += *(y)
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL (GUM_SCALAR)0
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_POINTER_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_POINTER_IMPL2ARRAY_NAME projectSumMultiDimArray4Pointers
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y)   *(x) += *(y)
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL (GUM_SCALAR)0
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_POINTER_IMPL2ARRAY_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
// a specialized product projection function for multiDimArrays
 
#  define GUM_MULTI_DIM_PROJECTION_NAME projectProductMultiDimArray
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y)   (x) *= (y)
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL (GUM_SCALAR)1
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_IMPL2ARRAY_NAME projectProductMultiDimArray
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y)   (x) *= (y)
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL (GUM_SCALAR)1
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_IMPL2ARRAY_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_POINTER_NAME projectProductMultiDimArray4Pointers
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y)   (*x) *= (*y)
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL (GUM_SCALAR)1
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_POINTER_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_POINTER_IMPL2ARRAY_NAME projectProductMultiDimArray4Pointers
#  define GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  define GUM_MULTI_DIM_PROJECTION(x, y)   (*x) *= (*y)
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL (GUM_SCALAR)1
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#  undef GUM_MULTI_DIM_PROJECTION_POINTER_IMPL2ARRAY_NAME
#  undef GUM_MULTI_DIM_PROJECTION_EFFECTIVE_TYPE
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
// a specialized max projection function for multiDimFunctionGraphs
 
#  define GUM_MULTI_DIM_PROJECTION_OPERATOR Maximizes
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL  (-1 * std::numeric_limits< GUM_SCALAR >::max())
 
#  define GUM_MULTI_DIM_PROJECTION_NAME projectMaxMultiDimFunctionGraph
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimFunctionGraph.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
 
#  define GUM_MULTI_DIM_PROJECTION_IMPL2DECISION_GRAPH_NAME projectMaxMultiDimFunctionGraph
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimFunctionGraph.h>
#  undef GUM_MULTI_DIM_PROJECTION_IMPL2DECISION_GRAPH_NAME
 
#  undef GUM_MULTI_DIM_PROJECTION_OPERATOR
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
// a specialized min projection function for multiDimFunctionGraphs
 
#  define GUM_MULTI_DIM_PROJECTION_OPERATOR Minimizes
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL  std::numeric_limits< GUM_SCALAR >::max()
 
#  define GUM_MULTI_DIM_PROJECTION_NAME projectMinMultiDimFunctionGraph
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimFunctionGraph.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
 
#  define GUM_MULTI_DIM_PROJECTION_IMPL2DECISION_GRAPH_NAME projectMinMultiDimFunctionGraph
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimFunctionGraph.h>
#  undef GUM_MULTI_DIM_PROJECTION_IMPL2DECISION_GRAPH_NAME
 
#  undef GUM_MULTI_DIM_PROJECTION_OPERATOR
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
// a specialized sum projection function for multiDimFunctionGraphs
 
#  define GUM_MULTI_DIM_PROJECTION_OPERATOR std::plus
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL  (GUM_SCALAR)0
 
#  define GUM_MULTI_DIM_PROJECTION_NAME projectSumMultiDimFunctionGraph
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimFunctionGraph.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
 
#  define GUM_MULTI_DIM_PROJECTION_IMPL2DECISION_GRAPH_NAME projectSumMultiDimFunctionGraph
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimFunctionGraph.h>
#  undef GUM_MULTI_DIM_PROJECTION_IMPL2DECISION_GRAPH_NAME
 
#  undef GUM_MULTI_DIM_PROJECTION_OPERATOR
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
// a specialized product projection function for multiDimFunctionGraphs
 
#  define GUM_MULTI_DIM_PROJECTION_OPERATOR std::multiplies
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL  (GUM_SCALAR)1
 
#  define GUM_MULTI_DIM_PROJECTION_NAME projectProductMultiDimFunctionGraph
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimFunctionGraph.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
 
#  define GUM_MULTI_DIM_PROJECTION_IMPL2DECISION_GRAPH_NAME projectProductMultiDimFunctionGraph
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimFunctionGraph.h>
#  undef GUM_MULTI_DIM_PROJECTION_IMPL2DECISION_GRAPH_NAME
 
#  undef GUM_MULTI_DIM_PROJECTION_OPERATOR
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
// a specialized function for functionally projecting a multiDimArray
 
/*
#define GUM_MULTI_DIM_PROJECTION_NAME_F projectFuncMultiDimArray
#define GUM_MULTI_DIM_PROJECTION(x,y) f( (x),(y) )
#define GUM_MULTI_DIM_PROJECTION_NEUTRAL (GUM_SCALAR) 0
#include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimArray.h>
#undef GUM_MULTI_DIM_PROJECTION_NAME_F
#undef GUM_MULTI_DIM_PROJECTION
*/
 
// the operators that should be used to select appropriately the functions
// to project multiDims
 
// the function to be used to project a MultiDimImplementation using a Max
#  define GUM_MULTI_DIM_PROJECTION_NAME      projectMax
#  define GUM_MULTI_DIM_PROJECTION_FUNC_NAME "max"
#  define GUM_MULTI_DIM_SYMMETRIC_PROJECTION
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimImplementation.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION_FUNC_NAME
#  undef GUM_MULTI_DIM_SYMMETRIC_PROJECTION
 
// the function to be used to project a MultiDimImplementation using a Min
#  define GUM_MULTI_DIM_PROJECTION_NAME      projectMin
#  define GUM_MULTI_DIM_PROJECTION_FUNC_NAME "min"
#  define GUM_MULTI_DIM_SYMMETRIC_PROJECTION
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimImplementation.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION_FUNC_NAME
#  undef GUM_MULTI_DIM_SYMMETRIC_PROJECTION
 
// the function to be used to project a MultiDimImplementation using a Sum
#  define GUM_MULTI_DIM_PROJECTION_NAME      projectSum
#  define GUM_MULTI_DIM_PROJECTION_FUNC_NAME "sum"
#  define GUM_MULTI_DIM_SYMMETRIC_PROJECTION
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimImplementation.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION_FUNC_NAME
#  undef GUM_MULTI_DIM_SYMMETRIC_PROJECTION
 
// the function to be used to project a MultiDimImplementation using a Product
#  define GUM_MULTI_DIM_PROJECTION_NAME      projectProduct
#  define GUM_MULTI_DIM_PROJECTION_FUNC_NAME "product"
#  define GUM_MULTI_DIM_SYMMETRIC_PROJECTION
#  include <agrum/base/multidim/utils/patterns/projectionPattern4MultiDimImplementation.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION_FUNC_NAME
#  undef GUM_MULTI_DIM_SYMMETRIC_PROJECTION
 
// default "basename" functions for projecting MultiDimImplementations
 
#  define GUM_MULTI_DIM_PROJECTION_NAME    projectMaxMultiDimImplementation
#  define GUM_MULTI_DIM_PROJECTION(x, y)   ((x) > (y) ? (x) : (y))
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL std::numeric_limits< GUM_SCALAR >::min()
#  include <agrum/base/multidim/utils/patterns/projectionPattern4BaseName.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_NAME    projectMinMultiDimImplementation
#  define GUM_MULTI_DIM_PROJECTION(x, y)   ((x) > (y) ? (y) : (x))
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL std::numeric_limits< GUM_SCALAR >::max()
#  include <agrum/base/multidim/utils/patterns/projectionPattern4BaseName.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_NAME    projectSumMultiDimImplementation
#  define GUM_MULTI_DIM_PROJECTION(x, y)   ((x) + (y))
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL (GUM_SCALAR)0
#  include <agrum/base/multidim/utils/patterns/projectionPattern4BaseName.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
#  define GUM_MULTI_DIM_PROJECTION_NAME    projectProductMultiDimImplementation
#  define GUM_MULTI_DIM_PROJECTION(x, y)   ((x) * (y))
#  define GUM_MULTI_DIM_PROJECTION_NEUTRAL (GUM_SCALAR)1
#  include <agrum/base/multidim/utils/patterns/projectionPattern4BaseName.h>
#  undef GUM_MULTI_DIM_PROJECTION_NAME
#  undef GUM_MULTI_DIM_PROJECTION
#  undef GUM_MULTI_DIM_PROJECTION_NEUTRAL
 
//
// DO NOT FORGET TO REGISTER YOUR BINARY FUNCTIONS
//
 
namespace gum {
  // the function used to register all the above functions
  template < typename GUM_SCALAR >
  void projections4MultiDimInit() {
    // ensure that only one thread will register the projections
    static std::once_flag first;
    std::call_once(first, []() {
      std::string MultiDimArrayString("MultiDimArray");
      std::string MultiDimFunctionGraphString("MultiDimFunctionGraph");
      std::string BaseNameString("MultiDimImplementation");
 
      // register base functions for multiDimArrays
      registerProjection< GUM_SCALAR >("max", MultiDimArrayString, &projectMaxMultiDimArray);
      registerProjection< GUM_SCALAR >("min", MultiDimArrayString, &projectMinMultiDimArray);
      registerProjection< GUM_SCALAR >("sum", MultiDimArrayString, &projectSumMultiDimArray);
      registerProjection< GUM_SCALAR >("product",
                                       MultiDimArrayString,
                                       &projectProductMultiDimArray);
 
      // register base functions for multiDimArrays
      registerProjection< GUM_SCALAR >("max",
                                       MultiDimFunctionGraphString,
                                       &projectMaxMultiDimFunctionGraph);
      registerProjection< GUM_SCALAR >("min",
                                       MultiDimFunctionGraphString,
                                       &projectMinMultiDimFunctionGraph);
      registerProjection< GUM_SCALAR >("sum",
                                       MultiDimFunctionGraphString,
                                       &projectSumMultiDimFunctionGraph);
      registerProjection< GUM_SCALAR >("product",
                                       MultiDimFunctionGraphString,
                                       &projectProductMultiDimFunctionGraph);
 
      // register default basename functions
      registerProjection< GUM_SCALAR >("max", BaseNameString, &projectMaxMultiDimImplementation);
      registerProjection< GUM_SCALAR >("min", BaseNameString, &projectMinMultiDimImplementation);
      registerProjection< GUM_SCALAR >("sum", BaseNameString, &projectSumMultiDimImplementation);
      registerProjection< GUM_SCALAR >("product",
                                       BaseNameString,
                                       &projectProductMultiDimImplementation);
    });
  }
 
  // the function used to register all the above functions
  template < typename GUM_SCALAR >
  void pointerProjections4MultiDimInit() {
    // ensure that only one thread will register the projections
    static std::once_flag first;
    std::call_once(first, []() {
      std::string MultiDimArrayString("MultiDimArray");
      std::string BaseNameString("MultiDimImplementation");
 
      // register base functions for multiDimArrays
      registerProjection< GUM_SCALAR* >("max",
                                        MultiDimArrayString,
                                        &projectMaxMultiDimArray4Pointers);
      registerProjection< GUM_SCALAR* >("min",
                                        MultiDimArrayString,
                                        &projectMinMultiDimArray4Pointers);
      registerProjection< GUM_SCALAR* >("sum",
                                        MultiDimArrayString,
                                        &projectSumMultiDimArray4Pointers);
      registerProjection< GUM_SCALAR* >("product",
                                        MultiDimArrayString,
                                        &projectProductMultiDimArray4Pointers);
    });
  }
 
} /* namespace gum */
 
// remove permission to use operatorsPatterns
#  undef GUM_PROJECTION_PATTERN_ALLOWED
 
#endif /* DOXYGEN_SHOULD_SKIP_THIS */