neos-5273874-yomtsa: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Hans Mittelmann
Description: similar to ns5223573 submitted in January
MIPLIB Entry

Parent Instance (neos-5273874-yomtsa)

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

neos-5273874-yomtsa Raw neos-5273874-yomtsa Decomposed neos-5273874-yomtsa Composite of MIC top 5 neos-5273874-yomtsa Composite of MIPLIB top 5 neos-5273874-yomtsa 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.
neos-5251015-ogosta decomposed scpm1 decomposed supportcase14 decomposed gen-ip002 decomposed gen-ip054 decomposed
Name neos-5251015-ogosta [MIPLIB] scpm1 [MIPLIB] supportcase14 [MIPLIB] gen-ip002 [MIPLIB] gen-ip054 [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 / 0.098 2 / 1.150 3 / 1.151 4 / 1.199 5 / 1.206
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
neos-5251015-ogosta raw scpm1 raw supportcase14 raw gen-ip002 raw gen-ip054 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.
neos-5251015-ogosta decomposed bharat decomposed dano3_3 decomposed dano3mip decomposed dano3_5 decomposed
Name neos-5251015-ogosta [MIPLIB] bharat [MIPLIB] dano3_3 [MIPLIB] dano3mip [MIPLIB] dano3_5 [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 / 0.098 726 / 1.843 940 / 2.598 941 / 2.606 945 / 2.624
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
neos-5251015-ogosta raw bharat raw dano3_3 raw dano3mip raw dano3_5 raw

Instance Summary

The table below contains summary information for neos-5273874-yomtsa, the five most similar instances to neos-5273874-yomtsa according to the MIC, and the five most similar instances to neos-5273874-yomtsa according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance neos-5273874-yomtsa [MIPLIB] Hans Mittelmann similar to ns5223573 submitted in January 0.000000 -
MIC Top 5 neos-5251015-ogosta [MIPLIB] Hans Mittelmann similar to instance ns5223573 submitted in January Solved with ParaSCIP in 525353 seconds with 71 solvers(72 cores). 0.097506 1
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 1.150247 2
supportcase14 [MIPLIB] Michael Winkler MIP instances collected from Gurobi forum with unknown application 1.151024 3
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. 1.198554 4
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. 1.206318 5
MIPLIB Top 5 neos-5251015-ogosta [MIPLIB] Hans Mittelmann similar to instance ns5223573 submitted in January Solved with ParaSCIP in 525353 seconds with 71 solvers(72 cores). 0.097506 1
bharat [MIPLIB] Gavin Goodall MILP for optimizing fuel use at a forward operating base 1.842760 726
dano3_3 [MIPLIB] Daniel Bienstock Telecommunications applications 2.598434 940
dano3mip [MIPLIB] Daniel Bienstock Telecommunications applications 2.606205 941
dano3_5 [MIPLIB] Daniel Bienstock Telecommunications applications 2.623734 945


neos-5273874-yomtsa: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: neos-pseudoapplication-19
Assigned Model Group Rank/ISS in the MIC: 92 / 2.417

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: stein Model group: neos-pseudoapplication-21 Model group: enlight
Name scp markshare stein neos-pseudoapplication-21 enlight
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 / 1.497 2 / 1.525 3 / 1.596 4 / 1.673 5 / 1.786

Model Group Summary

The table below contains summary information for the five most similar model groups to neos-5273874-yomtsa 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 1.496727 1
markshare G. Cornuéjols, M. Dawande Market sharing problem 1.525021 2
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.596213 3
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.672667 4
enlight A. Zymolka Model to solve model of a combinatorial game ``EnLight'' Imported from the MIPLIB2010 submissions. 1.786403 5