neos-1423785: Instance-to-Instance Comparison Results

Type: Instance
Submitter: NEOS Server Submission
Description: Imported from the MIPLIB2010 submissions.
MIPLIB Entry

Parent Instance (neos-1423785)

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

neos-1423785 Raw neos-1423785 Decomposed neos-1423785 Composite of MIC top 5 neos-1423785 Composite of MIPLIB top 5 neos-1423785 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.
neos5 decomposed gen-ip036 decomposed scpl4 decomposed f2gap401600 decomposed f2gap801600 decomposed
Name neos5 [MIPLIB] gen-ip036 [MIPLIB] scpl4 [MIPLIB] f2gap401600 [MIPLIB] f2gap801600 [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 / 1.662 2 / 1.665 3 / 1.670 4 / 1.680 5 / 1.681
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
neos5 raw gen-ip036 raw scpl4 raw f2gap401600 raw f2gap801600 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.
rocI-3-11 decomposed neos-4321076-ruwer decomposed uccase8 decomposed uccase9 decomposed uccase7 decomposed
Name rocI-3-11 [MIPLIB] neos-4321076-ruwer [MIPLIB] uccase8 [MIPLIB] uccase9 [MIPLIB] uccase7 [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.
352 / 2.222 640 / 2.324 747 / 2.352 784 / 2.364 809 / 2.370
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
rocI-3-11 raw neos-4321076-ruwer raw uccase8 raw uccase9 raw uccase7 raw

Instance Summary

The table below contains summary information for neos-1423785, the five most similar instances to neos-1423785 according to the MIC, and the five most similar instances to neos-1423785 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance neos-1423785 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 0.000000 -
MIC Top 5 neos5 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.661819 1
gen-ip036 [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. 1.665166 2
scpl4 [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 1.670266 3
f2gap401600 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.680180 4
f2gap801600 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.681002 5
MIPLIB Top 5 rocI-3-11 [MIPLIB] Joerg Rambau Optimal control model in the deterministic dynamic system given by bounded-confidence dynamics in a system of opinions 2.221662 352
neos-4321076-ruwer [MIPLIB] Jeff Linderoth (None provided) 2.324036 640
uccase8 [MIPLIB] Daniel Espinoza Imported from the MIPLIB2010 submissions. 2.352380 747
uccase9 [MIPLIB] Daniel Espinoza Imported from the MIPLIB2010 submissions. 2.363807 784
uccase7 [MIPLIB] Daniel Espinoza Imported from the MIPLIB2010 submissions. 2.369876 809


neos-1423785: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: neos-pseudoapplication-98
Assigned Model Group Rank/ISS in the MIC: 10 / 1.883

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: neos-pseudoapplication-21 Model group: markshare Model group: enlight Model group: generated
Name scp neos-pseudoapplication-21 markshare enlight 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 / 1.573 2 / 1.598 3 / 1.689 4 / 1.705 5 / 1.733

Model Group Summary

The table below contains summary information for the five most similar model groups to neos-1423785 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 1.572608 1
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.597580 2
markshare G. Cornuéjols, M. Dawande Market sharing problem 1.688916 3
enlight A. Zymolka Model to solve model of a combinatorial game ``EnLight'' Imported from the MIPLIB2010 submissions. 1.705156 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. 1.733459 5