bmoipr2: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Sean MacDermant
Description: BMO IPR2 Logistics
MIPLIB Entry

Parent Instance (bmoipr2)

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

bmoipr2 Raw bmoipr2 Decomposed bmoipr2 Composite of MIC top 5 bmoipr2 Composite of MIPLIB top 5 bmoipr2 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.
b-ball decomposed mod008inf decomposed gen-ip054 decomposed markshare2 decomposed scpm1 decomposed
Name b-ball [MIPLIB] mod008inf [MIPLIB] gen-ip054 [MIPLIB] markshare2 [MIPLIB] scpm1 [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 / 1.054 2 / 1.170 3 / 1.176 4 / 1.177 5 / 1.190
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
b-ball raw mod008inf raw gen-ip054 raw markshare2 raw scpm1 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.
supportcase25 decomposed sing44 decomposed sing326 decomposed momentum1 decomposed app3 decomposed
Name supportcase25 [MIPLIB] sing44 [MIPLIB] sing326 [MIPLIB] momentum1 [MIPLIB] app3 [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.
282 / 1.521 451 / 1.636 522 / 1.681 607 / 1.748 628 / 1.770
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
supportcase25 raw sing44 raw sing326 raw momentum1 raw app3 raw

Instance Summary

The table below contains summary information for bmoipr2, the five most similar instances to bmoipr2 according to the MIC, and the five most similar instances to bmoipr2 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance bmoipr2 [MIPLIB] Sean MacDermant BMO IPR2 Logistics 0.000000 -
MIC 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. 1.053778 1
mod008inf [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.169506 2
gen-ip054 [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. 1.175676 3
markshare2 [MIPLIB] G. Cornuéjols, M. Dawande Market sharing problem 1.177381 4
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 1.189627 5
MIPLIB Top 5 supportcase25 [MIPLIB] Michael Winkler MIP instances collected from Gurobi forum with unknown application 1.520781 282
sing44 [MIPLIB] Daniel Espinoza Imported from the MIPLIB2010 submissions. 1.636157 451
sing326 [MIPLIB] Daniel Espinoza Imported from the MIPLIB2010 submissions. 1.681049 522
momentum1 [MIPLIB] T. Koch Snapshot based UMTS planning problem, having a very wide dynamic range in the matrix coefficients and tending to be numerically unstable. Solved with Gurobi 4.5.1 on a 12-core Linux system in 3590.41 sec. 1.747975 607
app3 [MIPLIB] Emilie Danna The archive contains 5 instances coming from 3 applications.app1 is interesting because the continuous variables (w) drive the model.Some solvers have numerical problems on app2 models: some solutions found violate the constraints by a small amount.app2 and app3 models are easy to solve. But they don't solve fast enough for the time limit I have in mind so I'd like to propose them for inclusion in MIPLIB. 1.769540 628


bmoipr2: 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: markshare Model group: neos-pseudoapplication-74 Model group: stein Model group: neos-pseudoapplication-21
Name scp markshare neos-pseudoapplication-74 stein 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 / 1.545 2 / 1.697 3 / 1.718 4 / 1.777 5 / 1.829

Model Group Summary

The table below contains summary information for the five most similar model groups to bmoipr2 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 1.544743 1
markshare G. Cornuéjols, M. Dawande Market sharing problem 1.697255 2
neos-pseudoapplication-74 Jeff Linderoth (None provided) 1.718064 3
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.777124 4
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.828832 5