osorio-cta: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Jordi Castro
Description: Set of MILP instances of the CTA (Controlled Tabular Adjustment) problem, a method to protect statistical tabular data, belonging to the field of SDC (Statistical Disclosure Control). Raw data of instances are real or pseudo-real, provided by several National Statistical Agencies. We generated the CTA problem for these data.
MIPLIB Entry

Parent Instance (osorio-cta)

All other instances below were be compared against this "query" instance.

osorio-cta Raw osorio-cta Decomposed osorio-cta Composite of MIC top 5 osorio-cta Composite of MIPLIB top 5 osorio-cta Model Group Composite
Raw This is the CCM image before the decomposition procedure has been applied.
Decomposed This is the CCM image after a decomposition procedure has been applied. This is the image used by the MIC's image-based comparisons for this query instance.
Composite of MIC Top 5 Composite of the five decomposed CCM images from the MIC Top 5.
Composite of MIPLIB Top 5 Composite of the five decomposed CCM images from the MIPLIB Top 5.
Model Group Composite Image Composite of the decomposed CCM images for every instance in the same model group as this query.

MIC Top 5 Instances

These are the 5 decomposed CCM images that are most similar to decomposed CCM image for the the query instance, according to the ISS metric.

Decomposed These decomposed images were created by GCG.
ger50-17-ptp-pop-6t decomposed ns1208400 decomposed neos-952987 decomposed neos-848198 decomposed neos-1445532 decomposed
Name ger50-17-ptp-pop-6t [MIPLIB] ns1208400 [MIPLIB] neos-952987 [MIPLIB] neos-848198 [MIPLIB] neos-1445532 [MIPLIB]
Rank / ISS The image-based structural similarity (ISS) metric measures the Euclidean distance between the image-based feature vectors for the query instance and all other instances. A smaller ISS value indicates greater similarity.
1 / 0.955 2 / 1.004 3 / 1.046 4 / 1.063 5 / 1.086
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
ger50-17-ptp-pop-6t raw ns1208400 raw neos-952987 raw neos-848198 raw neos-1445532 raw

MIPLIB Top 5 Instances

These are the 5 instances that are most closely related to the query instance, according to the instance statistic-based similarity measure employed by MIPLIB 2017

Decomposed These decomposed images were created by GCG.
f2gap40400 decomposed supportcase35 decomposed ns4-pr6 decomposed supportcase41 decomposed bts4-cta decomposed
Name f2gap40400 [MIPLIB] supportcase35 [MIPLIB] ns4-pr6 [MIPLIB] supportcase41 [MIPLIB] bts4-cta [MIPLIB]
Rank / ISS The image-based structural similarity (ISS) metric measures the Euclidean distance between the image-based feature vectors for the query instance and all model groups. A smaller ISS value indicates greater similarity.
20 / 1.214 126 / 1.448 516 / 1.693 602 / 1.727 807 / 1.858
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
f2gap40400 raw supportcase35 raw ns4-pr6 raw supportcase41 raw bts4-cta raw

Instance Summary

The table below contains summary information for osorio-cta, the five most similar instances to osorio-cta according to the MIC, and the five most similar instances to osorio-cta according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance osorio-cta [MIPLIB] Jordi Castro Set of MILP instances of the CTA (Controlled Tabular Adjustment) problem, a method to protect statistical tabular data, belonging to the field of SDC (Statistical Disclosure Control). Raw data of instances are real or pseudo-real, provided by several National Statistical Agencies. We generated the CTA problem for these data. 0.000000 -
MIC Top 5 ger50-17-ptp-pop-6t [MIPLIB] C. Raack Multi-layer network design problem using a link-flow formulation over a path-flow formulation. 0.954508 1
ns1208400 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 1.004318 2
neos-952987 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 1.045687 3
neos-848198 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.062521 4
neos-1445532 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.085530 5
MIPLIB Top 5 f2gap40400 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.214292 20
supportcase35 [MIPLIB] Domenico Salvagnin Instance coming from IBM developerWorks forum with unknown application. 1.447860 126
ns4-pr6 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.693084 516
supportcase41 [MIPLIB] Domenico Salvagnin Instance coming from IBM developerWorks forum with unknown application. 1.726508 602
bts4-cta [MIPLIB] Jordi Castro Set of MILP instances of the CTA (Controlled Tabular Adjustment) problem, a method to protect statistical tabular data, belonging to the field of SDC (Statistical Disclosure Control). Raw data of instances are real or pseudo-real, provided by several National Statistical Agencies. We generated the CTA problem for these data. 1.858357 807


osorio-cta: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: cta
Assigned Model Group Rank/ISS in the MIC: 1 / 1.472

MIC Top 5 Model Groups

These are the 5 model group composite (MGC) images that are most similar to the decomposed CCM image for the query instance, according to the ISS metric.

These are model group composite (MGC) images for the MIC top 5 model groups.
Model group: cta Model group: neos-pseudoapplication-108 Model group: ger50 Model group: neos-pseudoapplication-22 Model group: ran
Name cta neos-pseudoapplication-108 ger50 neos-pseudoapplication-22 ran
Rank / ISS The image-based structural similarity (ISS) metric measures the Euclidean distance between the image-based feature vectors for the query instance and all other instances. A smaller ISS value indicates greater similarity.
1 / 1.472 2 / 1.706 3 / 1.717 4 / 1.855 5 / 1.901

Model Group Summary

The table below contains summary information for the five most similar model groups to osorio-cta according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 cta Jordi Castro Set of MILP models of the CTA (Controlled Tabular Adjustment) problem, a method to protect statistical tabular data, belonging to the field of SDC (Statistical Disclosure Control). Raw data of models are real or pseudo-real, provided by several National Statistical Agencies. We generated the CTA problem for these data. 1.472343 1
neos-pseudoapplication-108 NEOS Server Submission Model coming from the NEOS Server with unknown application 1.705908 2
ger50 C. Raack Multi-layer network design problem using a link-flow formulation over a path-flow formulation. 1.716528 3
neos-pseudoapplication-22 Jeff Linderoth (None provided) 1.854920 4
ran J. Aronson Fixed charge transportation problem 1.901484 5