ns1856153: Instance-to-Instance Comparison Results

Type: Instance
Submitter: NEOS Server Submission
Description: Sensor placement problem
MIPLIB Entry

Parent Instance (ns1856153)

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

ns1856153 Raw ns1856153 Decomposed ns1856153 Composite of MIC top 5 ns1856153 Composite of MIPLIB top 5 ns1856153 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-911970 decomposed fhnw-sq3 decomposed fhnw-sq2 decomposed f2gap40400 decomposed neos-827015 decomposed
Name neos-911970 [MIPLIB] fhnw-sq3 [MIPLIB] fhnw-sq2 [MIPLIB] f2gap40400 [MIPLIB] neos-827015 [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 / 1.305 2 / 1.345 3 / 1.350 4 / 1.351 5 / 1.354
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
neos-911970 raw fhnw-sq3 raw fhnw-sq2 raw f2gap40400 raw neos-827015 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.
ns1904248 decomposed neos-555343 decomposed neos-555424 decomposed decomp2 decomposed decomp1 decomposed
Name ns1904248 [MIPLIB] neos-555343 [MIPLIB] neos-555424 [MIPLIB] decomp2 [MIPLIB] decomp1 [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.
294 / 1.748 477 / 1.815 537 / 1.838 696 / 1.917 714 / 1.934
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
ns1904248 raw neos-555343 raw neos-555424 raw decomp2 raw decomp1 raw

Instance Summary

The table below contains summary information for ns1856153, the five most similar instances to ns1856153 according to the MIC, and the five most similar instances to ns1856153 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance ns1856153 [MIPLIB] NEOS Server Submission Sensor placement problem 0.000000 -
MIC Top 5 neos-911970 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.305306 1
fhnw-sq3 [MIPLIB] Simon Felix Combinatorial toy fesability problem: Magic square. Instances 1 & 2 are feasible, instance 3 is unknown. 1.345260 2
fhnw-sq2 [MIPLIB] Simon Felix Combinatorial toy fesability problem: Magic square. Instances 1 & 2 are feasible, instance 3 is unknown. Reported to be solved after 46883 seconds with ParaSCIP using 72 cores. 1.349691 3
f2gap40400 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.351303 4
neos-827015 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.354413 5
MIPLIB Top 5 ns1904248 [MIPLIB] NEOS Server Submission Sensor placement problem 1.748230 294
neos-555343 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.815397 477
neos-555424 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 1.838269 537
decomp2 [MIPLIB] Martin Berger Finds special structures in MIPs. 1.916937 696
decomp1 [MIPLIB] Martin Berger Finds special structures in MIPs. 1.933980 714


ns1856153: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: neos-pseudoapplication-6
Assigned Model Group Rank/ISS in the MIC: 104 / 2.540

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: neos-pseudoapplication-95 Model group: neos-pseudoapplication-74 Model group: scp Model group: stein Model group: neos-pseudoapplication-77
Name neos-pseudoapplication-95 neos-pseudoapplication-74 scp stein neos-pseudoapplication-77
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 / 1.714 2 / 1.774 3 / 1.836 4 / 1.877 5 / 1.878

Model Group Summary

The table below contains summary information for the five most similar model groups to ns1856153 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 neos-pseudoapplication-95 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.713576 1
neos-pseudoapplication-74 Jeff Linderoth (None provided) 1.773597 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 1.836304 3
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.877090 4
neos-pseudoapplication-77 Jeff Linderoth (None provided) 1.878318 5