supportcase14: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Michael Winkler
Description: MIP instances collected from Gurobi forum with unknown application
MIPLIB Entry

Parent Instance (supportcase14)

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

supportcase14 Raw supportcase14 Decomposed supportcase14 Composite of MIC top 5 supportcase14 Composite of MIPLIB top 5 supportcase14 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.
markshare2 decomposed scpm1 decomposed markshare1 decomposed markshare_5_0 decomposed stein15inf decomposed
Name markshare2 [MIPLIB] scpm1 [MIPLIB] markshare1 [MIPLIB] markshare_5_0 [MIPLIB] stein15inf [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 / 0.962 2 / 0.978 3 / 0.983 4 / 1.000 5 / 1.003
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
markshare2 raw scpm1 raw markshare1 raw markshare_5_0 raw stein15inf 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.
b-ball decomposed supportcase16 decomposed rococoB10-011000 decomposed qnet1 decomposed lr1dr02vc05v8a-t360 decomposed
Name b-ball [MIPLIB] supportcase16 [MIPLIB] rococoB10-011000 [MIPLIB] qnet1 [MIPLIB] lr1dr02vc05v8a-t360 [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.
27 / 1.121 106 / 1.245 193 / 1.305 492 / 1.484 859 / 2.116
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
b-ball raw supportcase16 raw rococoB10-011000 raw qnet1 raw lr1dr02vc05v8a-t360 raw

Instance Summary

The table below contains summary information for supportcase14, the five most similar instances to supportcase14 according to the MIC, and the five most similar instances to supportcase14 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance supportcase14 [MIPLIB] Michael Winkler MIP instances collected from Gurobi forum with unknown application 0.000000 -
MIC Top 5 markshare2 [MIPLIB] G. Cornuéjols, M. Dawande Market sharing problem 0.961854 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 0.977811 2
markshare1 [MIPLIB] G. Cornuéjols, M. Dawande Market sharing problem 0.983384 3
markshare_5_0 [MIPLIB] G. Cornuéjols, M. Dawande Market sharing problem 0.999580 4
stein15inf [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.002777 5
MIPLIB Top 5 b-ball [MIPLIB] Christopher Cullenbine It is a very simple problem, yet CPLEX will not close the MIPGAP. CPLEX seems to get stuck in a loop or something. 1.121287 27
supportcase16 [MIPLIB] Michael Winkler MIP instances collected from Gurobi forum with unknown application 1.245355 106
rococoB10-011000 [MIPLIB] A. Chabrier, E. Danna, C. Le Pape, L. Perron Model for dimensioning the arc capacities in a telecommunication network 1.304830 193
qnet1 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.484401 492
lr1dr02vc05v8a-t360 [MIPLIB] Dimitri Papageorgiou Maritime Inventory Routing Problem Library - Group 2 Instances. These instances are available at https://mirplib.scl.gatech.edu/instances, along with a host of additional information such as the underlying data used to generate the model, best known upper and lower bounds, and more. There are three sets of 24 instances (for a total of 72 instances) with a planning horizon of 120, 180, and 360 time periods, respectively. As of March 2016, Cplex and Gurobi could only solve one or two to provably optimality in less than an hour. 2.115704 859


supportcase14: 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: markshare Model group: scp Model group: stein Model group: enlight Model group: neos-pseudoapplication-21
Name markshare scp stein enlight neos-pseudoapplication-21
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 / 1.220 2 / 1.227 3 / 1.327 4 / 1.407 5 / 1.459

Model Group Summary

The table below contains summary information for the five most similar model groups to supportcase14 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 markshare G. Cornuéjols, M. Dawande Market sharing problem 1.220226 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 1.227179 2
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.327373 3
enlight A. Zymolka Model to solve model of a combinatorial game ``EnLight'' Imported from the MIPLIB2010 submissions. 1.406972 4
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.458710 5