eva1aprime5x5opt: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Yoshihiro Kanno
Description: MILP approach to generate structures with negative thermal expansion coefficients
MIPLIB Entry

Parent Instance (eva1aprime5x5opt)

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

eva1aprime5x5opt Raw eva1aprime5x5opt Decomposed eva1aprime5x5opt Composite of MIC top 5 eva1aprime5x5opt Composite of MIPLIB top 5 eva1aprime5x5opt 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.
eva1aprime6x6opt decomposed f2gap40400 decomposed scpm1 decomposed gen-ip021 decomposed gen-ip002 decomposed
Name eva1aprime6x6opt [MIPLIB] f2gap40400 [MIPLIB] scpm1 [MIPLIB] gen-ip021 [MIPLIB] gen-ip002 [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 / 1.401 2 / 1.439 3 / 1.467 4 / 1.474 5 / 1.480
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
eva1aprime6x6opt raw f2gap40400 raw scpm1 raw gen-ip021 raw gen-ip002 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.
eva1aprime6x6opt decomposed neos-619167 decomposed neos-3754224-navua decomposed stockholm decomposed neos-3594536-henty decomposed
Name eva1aprime6x6opt [MIPLIB] neos-619167 [MIPLIB] neos-3754224-navua [MIPLIB] stockholm [MIPLIB] neos-3594536-henty [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 / 1.401 92 / 1.708 580 / 1.897 617 / 1.916 665 / 1.941
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
eva1aprime6x6opt raw neos-619167 raw neos-3754224-navua raw stockholm raw neos-3594536-henty raw

Instance Summary

The table below contains summary information for eva1aprime5x5opt, the five most similar instances to eva1aprime5x5opt according to the MIC, and the five most similar instances to eva1aprime5x5opt according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance eva1aprime5x5opt [MIPLIB] Yoshihiro Kanno MILP approach to generate structures with negative thermal expansion coefficients 0.000000 -
MIC Top 5 eva1aprime6x6opt [MIPLIB] Yoshihiro Kanno MILP approach to generate structures with negative thermal expansion coefficients 1.400931 1
f2gap40400 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.439472 2
scpm1 [MIPLIB] Shunji Umetani This is a random test instance 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 instances. We have also generated reduced instances 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 instance generator program from the following web site. https://sites.google.com/site/shunjiumetani/benchmark 1.467206 3
gen-ip021 [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. 1.473644 4
gen-ip002 [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. 1.479864 5
MIPLIB Top 5 eva1aprime6x6opt [MIPLIB] Yoshihiro Kanno MILP approach to generate structures with negative thermal expansion coefficients 1.400931 1
neos-619167 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.707998 92
neos-3754224-navua [MIPLIB] Jeff Linderoth (None provided) 1.896880 580
stockholm [MIPLIB] Paul Rubin Toll booth placement problem 1.915631 617
neos-3594536-henty [MIPLIB] Jeff Linderoth (None provided) 1.940769 665


eva1aprime5x5opt: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: evaprime
Assigned Model Group Rank/ISS in the MIC: 1 / 1.465

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: evaprime Model group: scp Model group: neos-pseudoapplication-21 Model group: stein Model group: generated
Name evaprime scp neos-pseudoapplication-21 stein generated
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 / 1.465 2 / 1.945 3 / 1.951 4 / 2.058 5 / 2.063

Model Group Summary

The table below contains summary information for the five most similar model groups to eva1aprime5x5opt according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 evaprime Yoshihiro Kanno MILP approach to generate structures with negative thermal expansion coefficients 1.465036 1
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 1.945191 2
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.950987 3
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 2.058147 4
generated Simon Bowly Randomly generated integer and binary programming models. These results are part of an early phase of work aimed at generating diverse and challenging MIP models for experimental testing. We have aimed to produce small integer and binary programming models which are reasonably difficult to solve and have varied structure, eliciting a range of behaviour in state of the art algorithms. 2.062597 5