aGrUM
3.2.0
a C++ library for (probabilistic) graphical models
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treeOperatorStrategy.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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* 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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// =========================================================================
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#ifndef GUM_TREE_OPERATOR_STRATEGY_H
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#define GUM_TREE_OPERATOR_STRATEGY_H
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// =========================================================================
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#include <
agrum/FMDP/planning/IOperatorStrategy.h
>
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// =========================================================================
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namespace
gum
{
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template
<
typename
GUM_ELEMENT >
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class
TreeOperatorStrategy
:
public
IOperatorStrategy
< GUM_ELEMENT > {
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// ###################################################################
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// ###################################################################
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public
:
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// ==========================================================================
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// ==========================================================================
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TreeOperatorStrategy
();
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// ==========================================================================
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// ==========================================================================
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~TreeOperatorStrategy
()
override
;
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// ###################################################################
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// ###################################################################
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public
:
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MultiDimFunctionGraph< GUM_ELEMENT, ExactTerminalNodePolicy >
*
getFunctionInstance
()
override
;
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MultiDimFunctionGraph< ArgMaxSet< GUM_ELEMENT, Idx >
,
SetTerminalNodePolicy
>*
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getArgMaxFunctionInstance
()
override
;
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MultiDimFunctionGraph< ActionSet, SetTerminalNodePolicy >
*
getAggregatorInstance
()
override
;
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// ###################################################################
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// ###################################################################
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protected
:
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// ==========================================================================
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// ==========================================================================
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MultiDimFunctionGraph< GUM_ELEMENT >
*
regress
(
const
MultiDimFunctionGraph< GUM_ELEMENT >
* Vold,
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Idx
actionId,
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const
FMDP< GUM_ELEMENT >
* fmdp,
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const
gum::VariableSet
& elVarSeq)
override
;
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// ==========================================================================
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// ==========================================================================
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MultiDimFunctionGraph< GUM_ELEMENT >
*
maximize
(
const
MultiDimFunctionGraph< GUM_ELEMENT >
* f1,
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const
MultiDimFunctionGraph< GUM_ELEMENT >
* f2,
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Idx
del = 3)
override
;
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// ==========================================================================
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// ==========================================================================
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MultiDimFunctionGraph< GUM_ELEMENT >
*
minimize
(
const
MultiDimFunctionGraph< GUM_ELEMENT >
* f1,
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const
MultiDimFunctionGraph< GUM_ELEMENT >
* f2,
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Idx
del = 3)
override
;
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// ==========================================================================
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// ==========================================================================
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MultiDimFunctionGraph< GUM_ELEMENT >
*
multiply
(
const
MultiDimFunctionGraph< GUM_ELEMENT >
* f1,
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const
MultiDimFunctionGraph< GUM_ELEMENT >
* f2,
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Idx
del = 3)
override
;
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// ==========================================================================
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// ==========================================================================
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MultiDimFunctionGraph< ArgMaxSet< GUM_ELEMENT, Idx >
,
SetTerminalNodePolicy
>*
argmaximize
(
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const
MultiDimFunctionGraph
<
ArgMaxSet< GUM_ELEMENT, Idx >
,
SetTerminalNodePolicy
>* f1,
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const
MultiDimFunctionGraph
<
ArgMaxSet< GUM_ELEMENT, Idx >
,
SetTerminalNodePolicy
>* f2,
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Idx
del = 3)
override
;
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// ==========================================================================
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// ==========================================================================
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MultiDimFunctionGraph< GUM_ELEMENT >
*
add
(
const
MultiDimFunctionGraph< GUM_ELEMENT >
* f1,
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const
MultiDimFunctionGraph< GUM_ELEMENT >
* f2,
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Idx
del = 1)
override
;
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// ==========================================================================
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// ==========================================================================
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MultiDimFunctionGraph< GUM_ELEMENT >
*
subtract
(
const
MultiDimFunctionGraph< GUM_ELEMENT >
* f1,
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const
MultiDimFunctionGraph< GUM_ELEMENT >
* f2,
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Idx
del = 0)
override
;
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};
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}
/* namespace gum */
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#include <
agrum/FMDP/planning/treeOperatorStrategy_tpl.h
>
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#endif
// GUM_TREE_OPERATOR_STRATEGY_H
IOperatorStrategy.h
Headers of the Operator Strategy interface.
gum::ArgMaxSet
Class to handle efficiently argMaxSet.
Definition
argMaxSet.h:78
gum::FMDP
This class is used to implement factored decision process.
Definition
fmdp.h:75
gum::IOperatorStrategy
<agrum/FMDP/SDyna/IOperatorStrategy.h>
Definition
IOperatorStrategy.h:71
gum::MultiDimFunctionGraph< GUM_ELEMENT, ExactTerminalNodePolicy >
gum::SetTerminalNodePolicy
Implementation of a Terminal Node Policy that maps nodeid to a set of value.
Definition
SetTerminalNodePolicy.h:69
gum::TreeOperatorStrategy::maximize
MultiDimFunctionGraph< GUM_ELEMENT > * maximize(const MultiDimFunctionGraph< GUM_ELEMENT > *f1, const MultiDimFunctionGraph< GUM_ELEMENT > *f2, Idx del=3) override
Definition
treeOperatorStrategy_tpl.h:143
gum::TreeOperatorStrategy::add
MultiDimFunctionGraph< GUM_ELEMENT > * add(const MultiDimFunctionGraph< GUM_ELEMENT > *f1, const MultiDimFunctionGraph< GUM_ELEMENT > *f2, Idx del=1) override
Adds reward to given function( whether a f2 or f1).
Definition
treeOperatorStrategy_tpl.h:205
gum::TreeOperatorStrategy::regress
MultiDimFunctionGraph< GUM_ELEMENT > * regress(const MultiDimFunctionGraph< GUM_ELEMENT > *Vold, Idx actionId, const FMDP< GUM_ELEMENT > *fmdp, const gum::VariableSet &elVarSeq) override
Computes Qaction for given actionid.
Definition
treeOperatorStrategy_tpl.h:115
gum::TreeOperatorStrategy::subtract
MultiDimFunctionGraph< GUM_ELEMENT > * subtract(const MultiDimFunctionGraph< GUM_ELEMENT > *f1, const MultiDimFunctionGraph< GUM_ELEMENT > *f2, Idx del=0) override
Subtract current f1 from old f1 to see if threshold is reached or not.
Definition
treeOperatorStrategy_tpl.h:222
gum::TreeOperatorStrategy::minimize
MultiDimFunctionGraph< GUM_ELEMENT > * minimize(const MultiDimFunctionGraph< GUM_ELEMENT > *f1, const MultiDimFunctionGraph< GUM_ELEMENT > *f2, Idx del=3) override
Definition
treeOperatorStrategy_tpl.h:157
gum::TreeOperatorStrategy::TreeOperatorStrategy
TreeOperatorStrategy()
Default constructor.
Definition
treeOperatorStrategy_tpl.h:86
gum::TreeOperatorStrategy::getArgMaxFunctionInstance
MultiDimFunctionGraph< ArgMaxSet< GUM_ELEMENT, Idx >, SetTerminalNodePolicy > * getArgMaxFunctionInstance() override
Definition
treeOperatorStrategy_tpl.h:239
gum::TreeOperatorStrategy::multiply
MultiDimFunctionGraph< GUM_ELEMENT > * multiply(const MultiDimFunctionGraph< GUM_ELEMENT > *f1, const MultiDimFunctionGraph< GUM_ELEMENT > *f2, Idx del=3) override
Definition
treeOperatorStrategy_tpl.h:170
gum::TreeOperatorStrategy::argmaximize
MultiDimFunctionGraph< ArgMaxSet< GUM_ELEMENT, Idx >, SetTerminalNodePolicy > * argmaximize(const MultiDimFunctionGraph< ArgMaxSet< GUM_ELEMENT, Idx >, SetTerminalNodePolicy > *f1, const MultiDimFunctionGraph< ArgMaxSet< GUM_ELEMENT, Idx >, SetTerminalNodePolicy > *f2, Idx del=3) override
ArgMaximizes between f2 and f1.
Definition
treeOperatorStrategy_tpl.h:185
gum::TreeOperatorStrategy::getAggregatorInstance
MultiDimFunctionGraph< ActionSet, SetTerminalNodePolicy > * getAggregatorInstance() override
Definition
treeOperatorStrategy_tpl.h:246
gum::TreeOperatorStrategy::getFunctionInstance
MultiDimFunctionGraph< GUM_ELEMENT, ExactTerminalNodePolicy > * getFunctionInstance() override
Definition
treeOperatorStrategy_tpl.h:233
gum::Idx
Size Idx
Type for indexes.
Definition
types.h:79
gum
gum is the global namespace for all aGrUM entities
Definition
agrum.h:46
gum::VariableSet
Set< const DiscreteVariable * > VariableSet
Definition
discreteVariable.h:192
treeOperatorStrategy_tpl.h
Template implementation of FMDP/planning/TreeOperatorStrategy.h classes.
aGrUM
3.2.0
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