aGrUM
3.2.0
a C++ library for (probabilistic) graphical models
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influenceDiagramGenerator.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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* *
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* (see https://agrum.gitlab.io/articles/dual-licenses-lgplv3mit.html) *
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* *
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* This aGrUM/pyAgrum library is distributed in the hope that it will be *
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* useful, but WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, *
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* INCLUDING BUT NOT LIMITED TO THE WARRANTIES MERCHANTABILITY or FITNESS *
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* FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE *
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* OTHER DEALINGS IN THE SOFTWARE. *
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* *
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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_INF_DIAG_GENERATOR_H
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#define GUM_INF_DIAG_GENERATOR_H
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#include <cstdio>
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#include <cstdlib>
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#include <iostream>
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#include <vector>
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#include <
agrum/base/variables/labelizedVariable.h
>
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#include <
agrum/BN/generator/simpleCPTGenerator.h
>
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#include <
agrum/ID/generator/simpleUTGenerator.h
>
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#include <
agrum/ID/influenceDiagram.h
>
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namespace
gum
{
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template
< GUM_Numeric GUM_SCALAR >
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class
InfluenceDiagramGenerator
{
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public
:
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// ############################################################################
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// ############################################################################
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InfluenceDiagramGenerator
();
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explicit
InfluenceDiagramGenerator
(ICPTGenerator< GUM_SCALAR >* cptGenerator);
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explicit
InfluenceDiagramGenerator
(
UTGenerator
* utGenerator);
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InfluenceDiagramGenerator
(ICPTGenerator< GUM_SCALAR >* cptGenerator,
UTGenerator
* utGenerator);
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~InfluenceDiagramGenerator
();
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// ############################################################################
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// ############################################################################
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InfluenceDiagram< GUM_SCALAR >
*
generateID
(
Size
nbrNodes,
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GUM_SCALAR arcDensity,
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GUM_SCALAR chanceNodeDensity,
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GUM_SCALAR utilityNodeDensity,
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Size
max_modality = 2);
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private
:
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// Check if a temporal order exists and creates ones if not
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void
_checkTemporalOrder_
(
InfluenceDiagram< GUM_SCALAR >
* infdiag);
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// The Conditional Probability Table generator
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ICPTGenerator< GUM_SCALAR >*
_cptGenerator_
;
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// The Utility Table generator
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UTGenerator
*
_utGenerator_
;
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};
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}
/* namespace gum */
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#include <
agrum/ID/generator/influenceDiagramGenerator_tpl.h
>
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#endif
/* GUM_INF_DIAG_GENERATOR_H */
gum::InfluenceDiagramGenerator::InfluenceDiagramGenerator
InfluenceDiagramGenerator()
Default constructor.
Definition
influenceDiagramGenerator_tpl.h:59
gum::InfluenceDiagramGenerator::_utGenerator_
UTGenerator * _utGenerator_
Definition
influenceDiagramGenerator.h:147
gum::InfluenceDiagramGenerator::generateID
InfluenceDiagram< GUM_SCALAR > * generateID(Size nbrNodes, GUM_SCALAR arcDensity, GUM_SCALAR chanceNodeDensity, GUM_SCALAR utilityNodeDensity, Size max_modality=2)
Generates an influence diagram using floats.
Definition
influenceDiagramGenerator_tpl.h:120
gum::InfluenceDiagramGenerator::_checkTemporalOrder_
void _checkTemporalOrder_(InfluenceDiagram< GUM_SCALAR > *infdiag)
Definition
influenceDiagramGenerator_tpl.h:172
gum::InfluenceDiagramGenerator::_cptGenerator_
ICPTGenerator< GUM_SCALAR > * _cptGenerator_
Definition
influenceDiagramGenerator.h:145
gum::InfluenceDiagram
Class representing an Influence Diagram.
Definition
influenceDiagram.h:72
gum::UTGenerator
Abstract class for generating Utility Tables.
Definition
UTGenerator.h:63
gum::Size
std::size_t Size
In aGrUM, hashed values are unsigned long int.
Definition
types.h:74
influenceDiagramGenerator_tpl.h
Source implementation of InfluenceDiagramGenerator.
influenceDiagram.h
Class representing Influence Diagrams.
labelizedVariable.h
Base class for labelized discrete random variables.
gum
gum is the global namespace for all aGrUM entities
Definition
agrum.h:46
simpleCPTGenerator.h
Abstract class for generating Conditional Probability Tables.
simpleUTGenerator.h
Abstract class for generating Utility Tables.
aGrUM
3.2.0
© PHW&CG&others - 2022
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