brazil3: 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 (brazil3)

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

brazil3 Raw brazil3 Decomposed brazil3 Composite of MIC top 5 brazil3 Composite of MIPLIB top 5 brazil3 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.
kosova1 decomposed f2gap40400 decomposed neos-520729 decomposed gen-ip054 decomposed neos2 decomposed
Name kosova1 [MIPLIB] f2gap40400 [MIPLIB] neos-520729 [MIPLIB] gen-ip054 [MIPLIB] neos2 [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 / 1.067 2 / 1.282 3 / 1.333 4 / 1.345 5 / 1.352
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
kosova1 raw f2gap40400 raw neos-520729 raw gen-ip054 raw neos2 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 woodlands09 decomposed csched007 decomposed highschool1-aigio decomposed neos-3045796-mogo decomposed
Name kosova1 [MIPLIB] woodlands09 [MIPLIB] csched007 [MIPLIB] highschool1-aigio [MIPLIB] neos-3045796-mogo [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.
1 / 1.067 31 / 1.406 690 / 1.889 711 / 1.922 798 / 2.085
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
kosova1 raw woodlands09 raw csched007 raw highschool1-aigio raw neos-3045796-mogo raw

Instance Summary

The table below contains summary information for brazil3, the five most similar instances to brazil3 according to the MIC, and the five most similar instances to brazil3 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance brazil3 [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 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]. 1.066721 1
f2gap40400 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.282068 2
neos-520729 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 1.332841 3
gen-ip054 [MIPLIB] Simon Bowly Randomly generated integer and binary programming instances. These results are part of an early phase of work aimed at generating diverse and challenging MIP instances for experimental testing. We have aimed to produce small integer and binary programming instances which are reasonably difficult to solve and have varied structure, eliciting a range of behaviour in state of the art algorithms. 1.345339 4
neos2 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.352029 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]. 1.066721 1
woodlands09 [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]. 1.405750 31
csched007 [MIPLIB] Tallys Yunes Cumulative scheduling problem instance 1.889091 690
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]. 1.921575 711
neos-3045796-mogo [MIPLIB] Jeff Linderoth (None provided) 2.085267 798


brazil3: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: timetabling
Assigned Model Group Rank/ISS in the MIC: 58 / 2.188

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: allcolor Model group: sp_product Model group: scp Model group: rmatr Model group: ustun
Name allcolor sp_product scp rmatr ustun
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 / 1.714 3 / 1.725 4 / 1.752 5 / 1.754

Model Group Summary

The table below contains summary information for the five most similar model groups to brazil3 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 allcolor Domenico Salvagnin Prepack optimization model. 1.694473 1
sp_product MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.713561 2
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 1.725423 3
rmatr Dmitry Krushinsky Model coming from a formulation of the p-Median problem using square cost matrices 1.752135 4
ustun Berk Ustun MIP to create optimized data-driven scoring systems. See: https://github.com/ustunb/miplib2017-slim#miplib2017-slim for a description. 1.753891 5