supportcase16: Instance-to-Instance Comparison Results

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

Parent Instance (supportcase16)

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

supportcase16 Raw supportcase16 Decomposed supportcase16 Composite of MIC top 5 supportcase16 Composite of MIPLIB top 5 supportcase16 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.
gt2 decomposed b-ball decomposed g503inf decomposed mod008inf decomposed markshare1 decomposed
Name gt2 [MIPLIB] b-ball [MIPLIB] g503inf [MIPLIB] mod008inf [MIPLIB] markshare1 [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 / 0.848 2 / 0.867 3 / 0.988 4 / 0.992 5 / 0.995
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
gt2 raw b-ball raw g503inf raw mod008inf raw markshare1 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 supportcase14 decomposed rococoB10-011000 decomposed neos-826650 decomposed lr1dr02vc05v8a-t360 decomposed
Name b-ball [MIPLIB] supportcase14 [MIPLIB] rococoB10-011000 [MIPLIB] neos-826650 [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.
2 / 0.867 107 / 1.245 599 / 1.589 820 / 1.985 902 / 2.375
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
b-ball raw supportcase14 raw rococoB10-011000 raw neos-826650 raw lr1dr02vc05v8a-t360 raw

Instance Summary

The table below contains summary information for supportcase16, the five most similar instances to supportcase16 according to the MIC, and the five most similar instances to supportcase16 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance supportcase16 [MIPLIB] Michael Winkler MIP instances collected from Gurobi forum with unknown application 0.000000 -
MIC Top 5 gt2 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.848031 1
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. 0.866888 2
g503inf [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.988310 3
mod008inf [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.991603 4
markshare1 [MIPLIB] G. Cornuéjols, M. Dawande Market sharing problem 0.995325 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. 0.866888 2
supportcase14 [MIPLIB] Michael Winkler MIP instances collected from Gurobi forum with unknown application 1.245355 107
rococoB10-011000 [MIPLIB] A. Chabrier, E. Danna, C. Le Pape, L. Perron Model for dimensioning the arc capacities in a telecommunication network 1.588598 599
neos-826650 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 1.985142 820
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. 2.374647 902


supportcase16: 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: scp Model group: stein Model group: neos-pseudoapplication-74 Model group: markshare Model group: neos-pseudoapplication-21
Name scp stein neos-pseudoapplication-74 markshare 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 / 1.286 2 / 1.353 3 / 1.398 4 / 1.413 5 / 1.567

Model Group Summary

The table below contains summary information for the five most similar model groups to supportcase16 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 1.285971 1
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.352724 2
neos-pseudoapplication-74 Jeff Linderoth (None provided) 1.397861 3
markshare G. Cornuéjols, M. Dawande Market sharing problem 1.413379 4
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.567188 5