blend2: Instance-to-Instance Comparison Results

Type: Instance
Submitter: MIPLIB submission pool
Description: Imported from the MIPLIB2010 submissions.
MIPLIB Entry

Parent Instance (blend2)

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

blend2 Raw blend2 Decomposed blend2 Composite of MIC top 5 blend2 Composite of MIPLIB top 5 blend2 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.
stein15inf decomposed enlight4 decomposed flugplinf decomposed stein9inf decomposed markshare_4_0 decomposed
Name stein15inf [MIPLIB] enlight4 [MIPLIB] flugplinf [MIPLIB] stein9inf [MIPLIB] markshare_4_0 [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 / 0.812 2 / 0.851 3 / 0.860 4 / 0.885 5 / 0.885
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
stein15inf raw enlight4 raw flugplinf raw stein9inf raw markshare_4_0 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.
aflow30a decomposed rout decomposed newdano decomposed bienst2 decomposed danoint decomposed
Name aflow30a [MIPLIB] rout [MIPLIB] newdano [MIPLIB] bienst2 [MIPLIB] danoint [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.
193 / 1.260 374 / 1.406 472 / 1.478 474 / 1.479 615 / 1.624
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
aflow30a raw rout raw newdano raw bienst2 raw danoint raw

Instance Summary

The table below contains summary information for blend2, the five most similar instances to blend2 according to the MIC, and the five most similar instances to blend2 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance blend2 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.000000 -
MIC Top 5 stein15inf [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.811928 1
enlight4 [MIPLIB] A. Zymolka Model to solve instance of a combinatorial game ``EnLight'' Imported from the MIPLIB2010 submissions. 0.851145 2
flugplinf [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.859899 3
stein9inf [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.884684 4
markshare_4_0 [MIPLIB] G. Cornuéjols, M. Dawande Market sharing problem 0.884771 5
MIPLIB Top 5 aflow30a [MIPLIB] T. Achterberg Arborescence flow problem 1.259642 193
rout [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.406326 374
newdano [MIPLIB] Daniel Bienstock Telecommunications applications 1.478014 472
bienst2 [MIPLIB] H. Mittelmann Relaxed version of problem bienst 1.479378 474
danoint [MIPLIB] Daniel Bienstock Telecommunications applications 1.624455 615


blend2: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: no model group assignment
Assigned Model Group Rank/ISS in the MIC: N.A. / N.A.

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: supportvectormachine Model group: scp Model group: markshare Model group: neos-pseudoapplication-109 Model group: stein
Name supportvectormachine scp markshare neos-pseudoapplication-109 stein
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 / 1.380 2 / 1.447 3 / 1.470 4 / 1.522 5 / 1.553

Model Group Summary

The table below contains summary information for the five most similar model groups to blend2 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 supportvectormachine Toni Sorrell Suport vector machine with ramp loss. GSVM2-RL is the formulation found in Hess E. and Brooks P. (2015) paper, The Support Vector Machine and Mixed Integer Linear Programming: Ramp Loss SVM with L1-Norm Regularization 1.380167 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 1.447395 2
markshare G. Cornuéjols, M. Dawande Market sharing problem 1.470329 3
neos-pseudoapplication-109 Jeff Linderoth (None provided) 1.521537 4
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.553198 5