aGrUM
3.2.0
a C++ library for (probabilistic) graphical models
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treeOperator.h
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/****************************************************************************
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* This file is part of the aGrUM/pyAgrum library. *
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* *
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* Copyright (c) 2005-2026 by *
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* - Pierre-Henri WUILLEMIN(_at_LIP6) *
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* - Christophe GONZALES(_at_AMU) *
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* *
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* The aGrUM/pyAgrum library is free software; you can redistribute it *
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* and/or modify it under the terms of either : *
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* *
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* - the GNU Lesser General Public License as published by *
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* the Free Software Foundation, either version 3 of the License, *
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* or (at your option) any later version, *
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* - the MIT license (MIT), *
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* - or both in dual license, as here. *
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* (see https://agrum.gitlab.io/articles/dual-licenses-lgplv3mit.html) *
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* This aGrUM/pyAgrum library is distributed in the hope that it will be *
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* See LICENCES for more details. *
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* *
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* SPDX-FileCopyrightText: Copyright 2005-2026 *
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* - Pierre-Henri WUILLEMIN(_at_LIP6) *
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* - Christophe GONZALES(_at_AMU) *
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* SPDX-License-Identifier: LGPL-3.0-or-later OR MIT *
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* *
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* Contact : info_at_agrum_dot_org *
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* homepage : http://agrum.gitlab.io *
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* gitlab : https://gitlab.com/agrumery/agrum *
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* *
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****************************************************************************/
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#ifndef GUM_TREE_OPERATOR_H
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#define GUM_TREE_OPERATOR_H
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#include <functional>
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#include <
agrum/base/multidim/implementations/multiDimFunctionGraph.h
>
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namespace
gum
{
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template
<
typename
GUM_ELEMENT,
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template
<
typename
>
class
COMBINEOPERATOR,
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template
<
typename
>
class
TerminalNodePolicy =
ExactTerminalNodePolicy
>
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class
TreeOperator
{
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public
:
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// ============================================================================
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// ============================================================================
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TreeOperator
(
const
MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy >
* dt1,
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const
MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy >
* dt2);
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TreeOperator
(
const
MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy >
* dt1,
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const
MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy >
* dt2,
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const
HashTable< const DiscreteVariable*, Idx >
givenContext);
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~TreeOperator
();
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// ============================================================================
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// ============================================================================
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MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy >
*
compute
();
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private
:
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NodeId
_xPloreDT1_
(
NodeId
currentNodeId);
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NodeId
_xPloreDT2_
(
NodeId
currentNodeId);
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NodeId
_checkRedundancy_
(
const
DiscreteVariable
*,
NodeId
*);
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const
MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy >
*
_dt1_
;
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const
MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy >
*
_dt2_
;
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MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy >
*
_rd_
;
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const
COMBINEOPERATOR< GUM_ELEMENT >
_combine_
;
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HashTable< const DiscreteVariable*, Idx >
_context_
;
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NodeId
_curDT1Leaf_
;
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};
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#ifndef GUM_NO_EXTERN_TEMPLATE_CLASS
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extern
template
class
TreeOperator< double, std::plus >
;
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#endif
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}
// namespace gum
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#include <
agrum/base/multidim/utils/FunctionGraphUtilities/operators/treeOperator_tpl.h
>
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#endif
// GUM_OPERATOR_H
gum::DiscreteVariable
Base class for discrete random variable.
Definition
discreteVariable.h:80
gum::ExactTerminalNodePolicy
Implementation of a Terminal Node Policy that maps nodeid directly to value.
Definition
ExactTerminalNodePolicy.h:69
gum::HashTable
The class for generic Hash Tables.
Definition
hashTable.h:640
gum::MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy >
gum::TreeOperator
Class used to perform Decision Tree Operation in the FMDP Framework.
Definition
treeOperator.h:70
gum::TreeOperator::_context_
HashTable< const DiscreteVariable *, Idx > _context_
Definition
treeOperator.h:126
gum::TreeOperator::TreeOperator
TreeOperator(const MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy > *dt1, const MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy > *dt2)
Default constructor.
Definition
treeOperator_tpl.h:64
gum::TreeOperator::_dt1_
const MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy > * _dt1_
The two function graphs used for the operation.
Definition
treeOperator.h:117
gum::TreeOperator::_rd_
MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy > * _rd_
The resulting function graph.
Definition
treeOperator.h:121
gum::TreeOperator::_checkRedundancy_
NodeId _checkRedundancy_(const DiscreteVariable *, NodeId *)
Definition
treeOperator_tpl.h:162
gum::TreeOperator::_xPloreDT1_
NodeId _xPloreDT1_(NodeId currentNodeId)
The main recursion function.
Definition
treeOperator_tpl.h:110
gum::TreeOperator::_xPloreDT2_
NodeId _xPloreDT2_(NodeId currentNodeId)
The main recursion function.
Definition
treeOperator_tpl.h:135
gum::TreeOperator::_combine_
const COMBINEOPERATOR< GUM_ELEMENT > _combine_
The function to be performed on the leaves.
Definition
treeOperator.h:124
gum::TreeOperator::_curDT1Leaf_
NodeId _curDT1Leaf_
Definition
treeOperator.h:127
gum::TreeOperator::_dt2_
const MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy > * _dt2_
Definition
treeOperator.h:118
gum::TreeOperator::compute
MultiDimFunctionGraph< GUM_ELEMENT, TerminalNodePolicy > * compute()
Computes and builds the Function Graph that is the result of the operation.
Definition
treeOperator_tpl.h:99
gum::NodeId
Size NodeId
Type for node ids.
Definition
graphElements.h:117
multiDimFunctionGraph.h
Headers of MultiDimFunctionGraph.
gum
gum is the global namespace for all aGrUM entities
Definition
agrum.h:46
treeOperator_tpl.h
Class used to compute the operation between two decision diagrams.
aGrUM
3.2.0
© PHW&CG&others - 2022
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