highschool1-aigio: Instance-to-Instance Comparison Results

Type: Instance
Submitter: George Fonseca
Description: Educational timetabling problems from several real schools/universities around the world. These instances were originally expressed in the xhstt file format [1] and formulated as Integer Programming models as described at [2].
MIPLIB Entry

Parent Instance (highschool1-aigio)

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

highschool1-aigio Raw highschool1-aigio Decomposed highschool1-aigio Composite of MIC top 5 highschool1-aigio Composite of MIPLIB top 5 highschool1-aigio 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.
qnet1_o decomposed ger50_17_trans decomposed ger50-17-trans-dfn-3t decomposed osorio-cta decomposed eva1aprime6x6opt decomposed
Name qnet1_o [MIPLIB] ger50_17_trans [MIPLIB] ger50-17-trans-dfn-3t [MIPLIB] osorio-cta [MIPLIB] eva1aprime6x6opt [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 / 1.310 2 / 1.374 3 / 1.382 4 / 1.387 5 / 1.425
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
qnet1_o raw ger50_17_trans raw ger50-17-trans-dfn-3t raw osorio-cta raw eva1aprime6x6opt 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.
kosova1 decomposed triptim2 decomposed triptim1 decomposed triptim4 decomposed kottenpark09 decomposed
Name kosova1 [MIPLIB] triptim2 [MIPLIB] triptim1 [MIPLIB] triptim4 [MIPLIB] kosova1** [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.
510 / 1.921 884 / 2.290 888 / 2.314 891 / 2.329 N.A.** / N.A.**
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
kosova1 raw triptim2 raw triptim1 raw triptim4 raw kottenpark09 raw

Instance Summary

The table below contains summary information for highschool1-aigio, the five most similar instances to highschool1-aigio according to the MIC, and the five most similar instances to highschool1-aigio according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance highschool1-aigio [MIPLIB] George Fonseca Educational timetabling problems from several real schools/universities around the world. These instances were originally expressed in the xhstt file format [1] and formulated as Integer Programming models as described at [2]. 0.000000 -
MIC Top 5 qnet1_o [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.310345 1
ger50_17_trans [MIPLIB] C. Raack Multi-layer network design problem using a link-flow formulation over a path-flow formulation. 1.373639 2
ger50-17-trans-dfn-3t [MIPLIB] C. Raack Multi-layer network design problem using a link-flow formulation over a path-flow formulation. 1.382279 3
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. 1.386658 4
eva1aprime6x6opt [MIPLIB] Yoshihiro Kanno MILP approach to generate structures with negative thermal expansion coefficients 1.424890 5
MIPLIB Top 5 kosova1 [MIPLIB] George Fonseca Educational timetabling problems from several real schools/universities around the world. These instances were originally expressed in the xhstt file format [1] and formulated as Integer Programming models as described at [2]. 1.920516 510
triptim2 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 2.290132 884
triptim1 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 2.313620 888
triptim4 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 2.329405 891
kosova1** [MIPLIB] George Fonseca Educational timetabling problems from several real schools/universities around the world. These instances were originally expressed in the xhstt file format [1] and formulated as Integer Programming models as described at [2]. N.A.** N.A.**


highschool1-aigio: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: timetabling
Assigned Model Group Rank/ISS in the MIC: 58 / 2.295

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: scp Model group: markshare Model group: neos-pseudoapplication-21 Model group: stein Model group: timtab
Name scp markshare neos-pseudoapplication-21 stein timtab
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 / 1.694 2 / 1.815 3 / 1.823 4 / 1.826 5 / 1.857

Model Group Summary

The table below contains summary information for the five most similar model groups to highschool1-aigio according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 scp Shunji Umetani This is a random test model generator for SCP using the scheme of the following paper, namely the column cost c[j] are integer randomly generated from [1,100]; every column covers at least one row; and every row is covered by at least two columns. see reference: E. Balas and A. Ho, Set covering algorithms using cutting planes, heuristics, and subgradient optimization: A computational study, Mathematical Programming, 12 (1980), 37-60. We have newly generated Classes I-N with the following parameter values, where each class has five models. We have also generated reduced models by a standard pricing method in the following paper: S. Umetani and M. Yagiura, Relaxation heuristics for the set covering problem, Journal of the Operations Research Society of Japan, 50 (2007), 350-375. You can obtain the model generator program from the following web site. https://sites.google.com/site/shunjiumetani/benchmark 1.694114 1
markshare G. Cornuéjols, M. Dawande Market sharing problem 1.814778 2
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.822932 3
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.825746 4
timtab C. Liebchen, R. Möhring Public transport scheduling problem 1.857399 5


** kottenpark09 could not be decomposed by GCG, and was not included in our dataset.