ImpreciseDEA-ValueAdditive_extremeRanks

SOAP service’s name:
Version:	1.0
Provider:	PUT
	`ImpreciseDEA-ValueAdditive_extremeRanks-PUT` (see SOAP requests for details)

Description

Computes efficiency scores for the given DMUs (alternatives) using Additive Data Envelopment Analysis Model with imprecise information.

Contact: Anna Labijak <support@decision-deck.org>

Reference: G. Jahanshahloo, F. H. Lotfi, M. R. Malkhalifeh, and M. A. Namin. A generalized model for data envelopment analysis with interval data. 2009.

Reference: MC. Gouveia et al. Super-efficiency and stability intervals in additive DEA. 2013

Inputs

(For outputs, see below)

units

A list of alternatives (DMUs).

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

<alternatives>
                <alternative>
                    [...]
                </alternative>
                [...]
            </alternatives>

inputsOutputs

A list of criteria with specified preference direction. List has to contains at least one criterion that will be minimized (input) and at least one criterion that will be maximized (output).

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

<criteria>
                <criterion>
                                                <scale>
                        [...]
                                                </scale>
                    [...]
                </criterion>
                [...]
            </criteria>

performanceTable

A list of alternatives (DMUs) minimal performances (or exact performances if intervals should be created by tolerance).

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

<performanceTable>
                                        <alternativePerformances>
                                                <alternativeID> [...] </alternativeID>
                                                <performance>
                                                        <criterionID>
                                                                [...]
                                                        </criterionID>
                                                        <value>[...]</value>
                                                </performance>
                                                [...]
                                        </alternativePerformances>
                                        [...]
                                </performanceTable>

maxPerformanceTable (optional)

A list of alternatives (DMUs) maximal performances.

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

<performanceTable>
                                        <alternativePerformances>
                                                <alternativeID> [...] </alternativeID>
                                                <performance>
                                                        <criterionID>
                                                                [...]
                                                        </criterionID>
                                                        <value>[...]</value>
                                                </performance>
                                                [...]
                                        </alternativePerformances>
                                        [...]
                                </performanceTable>

weightsLinearConstraints (optional)

A list of criteria linear constraints.

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

<criteriaLinearConstraints>
                                        <constraint>
                                                <element>
                                                        <criterionID> [...] </criterionID>
                                                        <coefficient>
                                                                [...]
                                                        </coefficient>
                                                </element>
                                                [...]
                                                <operator>[...]</operator>
                                                <rhs>
                                                        [...]
                                                </rhs>
                                        </constraint>
                                        [...]
                                </criteriaLinearConstraints>

methodParameters

Represents method parameters.: “tolerance” represents the fraction for creating interval data (created interval: [data*(1-tolerance), data*(1+tolerance)]), “transformToUtilities” means if data should be tranformed into values from range [0-1], “boundariesProvided” means if inputsOutputs file contains information about min and max data for each factor, “functionShapeProvided” means if inputsOutputs file contains information about the shapes of value function for given factor.

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

<methodParameters>
    <parameter id="tolerance">
        <value><real>%1</real></value>
    </parameter>
    <parameter id="transformToUtilities">
        <value><boolean>%2</boolean></value>
    </parameter>
    <parameter id="boundariesProvided">
        <value><boolean>%3</boolean></value>
    </parameter>
    <parameter id="functionShapeProvided">
        <value><boolean>%4</boolean></value>
    </parameter>
</methodParameters>

where:

%1 is a parameter named “tolerance”. This is a float, and the value should conform to the following constraint: The value should be non-negative.. More formally, the constraint is:
```
%1 >= 0
```
The default value is 0.00.
%2 is a parameter named “transform to utilities”. This is a boolean. The default value is true.
%3 is a parameter named “boundaries provided”. This is a boolean. The default value is false.
%4 is a parameter named “function shapes provided”. This is a boolean. The default value is false.

Outputs

bestRank

A list of alternatives with computed best rank for each of them.

The returned value is a XMCDA document whose main tag is <alternativesValues>. It has the following form:

<alternativesValues>
                                        <alternativeValue>
                                          <alternativeID> [...] </alternativeID>
                                          <values>
        <value>
                                                  [...]
                                            </value>
      </values>
                                        </alternativeValue>
                                        [...]
                                </alternativesValues>

worstRank

A list of alternatives with computed worst rank for each of them.

The returned value is a XMCDA document whose main tag is <alternativesValues>. It has the following form:

<alternativesValues>
                                        <alternativeValue>
                                          <alternativeID> [...] </alternativeID>
                                          <values>
                                                  <value>
        [...]
        <value>
                                          </values>
                                        </alternativeValue>
                                        [...]
                                </alternativesValues>

messages

A list of messages generated by the algorithm.

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

Original xml description

description.xml