RORUTADIS-PreferentialReducts

Version:0.1
Provider:PUT
SOAP service’s name:
 RORUTADIS-PreferentialReducts-PUT (see SOAP requests for details)

Description

Robust Ordinal Regression for value-based sorting: RORUTADIS-PreferentialReducts service allows to obtain explanation of assignments. It finds all preferential reducts and calculates preferential core.

Contact:
Krzysztof Ciomek (k.ciomek@gmail.com), Milosz Kadzinski (milosz.kadzinski@cs.put.poznan.pl)

Web page: https://github.com/kciomek/rorutadis

Reference: None

Inputs

(For outputs, see below)

criteria

A list of criteria (<criteria> tag) with information about preference direction (<criteriaValues mcdaConcept=”preferenceDirection”>, 0 - gain, 1 - cost) and number of characteristic points (<criteriaValues mcdaConcept=”numberOfCharacteristicPoints”>, 0 for the most general marginal utility function or integer grater or equal to 2) of each criterion.

The input value should be a valid XMCDA document whose main tag is <criteria,criteriaValues>. It must have the following form:

<criteria>
<criterion id=”[…]” /> […]

</criteria>

<criteriaValues mcdaConcept=”preferenceDirection”>
<criterionValue>
<criterionID>[…]</criterionID> <value><integer>[…]</integer></value>

</criterionValue> […]

</criteriaValues>

<criteriaValues mcdaConcept=”numberOfCharacteristicPoints”>
<criterionValue>
<criterionID>[…]</criterionID> <value><integer>[0|integer greater or equal to 2]</integer></value>

</criterionValue> […]

</criteriaValues>


alternatives

A list of alternatives.

The input value should be a valid XMCDA document whose main tag is <alternatives>. It must have the following form:

<alternatives>
<alternative id=”…”>
<active>[…]</active>

</alternative>

</alternatives>


categories

A list of categories (classes). List must be sorted from the worst category to the best.

The input value should be a valid XMCDA document whose main tag is <categories>. It must have the following form:

<categories>
<category id=”[…]” /> […]

</categories>


performanceTable

The performances of the alternatives.

The input value should be a valid XMCDA document whose main tag is <performanceTable>.


possibleAssignments

Possible assignments (calculated with RORUTADIS-PossibleAndNecessaryAssignments service).

The input value should be a valid XMCDA document whose main tag is <alternativesAssignments>.


assignmentExamples (optional)

A list of assignment examples of alternatives to intervals of categories (classes) or to a specific category (class).

The input value should be a valid XMCDA document whose main tag is <alternativesAssignments>. It must have the following form:

<alternativesAssignments>
<alternativeAssignment>
<alternativeID>[…]</alternativeID> <categoryID>[…]</categoryID>

</alternativeAssignment> […] <alternativeAssignment>

<alternativeID>[…]</alternativeID> <categoriesInterval>

<lowerBound>
<categoryID>[…]</categoryID>

</lowerBound> <upperBound>

<categoryID>[…]</categoryID>

</upperBound>

</categoriesInterval>

</alternativeAssignment> […] <alternativeAssignment>

<alternativeID>[…]</alternativeID> <categoriesSet>

<categoryID>[…]</categoryID> […]

</categoriesSet>

</alternativeAssignment> […]

</alternativesAssignments>


assignmentComparisons (optional)

Two lists of assignment pairwise comparisons. A comparison from list with attribute mcdaConcept=”atLeastAsGoodAs” indicates that some alternative should be assigned to class at least as good as class of some other alternative (k = 0) or at least better by k classes (k > 0). A comparison from list with attribute mcdaConcept=”atMostAsGoodAs” indicates that some alternative should be assigned to class at most better by k classes (k > 0) then some other alternative.

The input value should be a valid XMCDA document whose main tag is <alternativesMatrix>. It must have the following form:

<alternativesMatrix mcdaConcept="atLeastAsGoodAs">
<row>

<alternativeID>[…]</alternativeID> <column>

<alternativeID>[…]</alternativeID> <values>

<value>
<integer>k</integer>

</value>

</values>

</column>

</row> […]

</alternativesMatrix>

<alternativesMatrix mcdaConcept=”atMostAsGoodAs”>
<row>[…]</row> […]

</alternativesMatrix>


categoriesCardinalities (optional)

A list of category (class) cardinality constraints. It allows to define minimal and/or maximal desired category (class) cardinalities.

The input value should be a valid XMCDA document whose main tag is <categoriesValues>. It must have the following form:

<categoriesValues>
<categoryValue>

<categoryID>[…]</categoryID> <values>

<value>
<interval>
<lowerBound><integer>[…]</integer></lowerBound> <upperBound><integer>[…]</integer></upperBound>

</interval>

</value>

</values>

</categoryValue> […]

</categoriesValues>


methodParameters

Whether marginal value functions strictly monotonic (true) or weakly monotonic (false).

The input value should be a valid XMCDA document whose main tag is <programParameters>. It must have the following form:

<programParameters>
<parameter name=”strictlyMonotonicValueFunctions”>
<value>
<boolean>%1</boolean>

</value>

</parameter> <parameter name=”alternative”>

<value>
<label>%2</label>

</value>

</parameter>

</programParameters>

where:

  • %1 is a parameter named “strictlyMonotonicValueFunctions”. This is a boolean. The default value is false.
  • %2 is a parameter named “alternative”. This is a string.

Outputs

preferentialReducts

All preferential reducts. Each reduct consists of three types of information (alternative assignments, pairwise alternative comparisons and desired class cardinalities) and it is identified by a string stored in attribute ‘id’ of root level tags.

The returned value is a XMCDA document whose main tag is <alternativesAssignments,alternativesMatrix,categoriesValues>.


preferentialCore

preferential core.

The returned value is a XMCDA document whose main tag is <alternativesAffectations,alternativesMatrix,categoriesValues>.


messages

Messages generated by the program.

The returned value is a XMCDA document whose main tag is <methodMessages>.


Original xml description