nw04: Instance-to-Instance Comparison Results

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

Parent Instance (nw04)

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

nw04 Raw nw04 Decomposed nw04 Composite of MIC top 5 nw04 Composite of MIPLIB top 5 nw04 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.
irp decomposed scpl4 decomposed neos5 decomposed air03 decomposed supportcase33 decomposed
Name irp [MIPLIB] scpl4 [MIPLIB] neos5 [MIPLIB] air03 [MIPLIB] supportcase33 [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 / 1.094 2 / 1.178 3 / 1.187 4 / 1.195 5 / 1.199
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
irp raw scpl4 raw neos5 raw air03 raw supportcase33 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.
eilA101-2 decomposed eilC76-2 decomposed ivu06 decomposed ds-big decomposed ivu06-big decomposed
Name eilA101-2 [MIPLIB] eilC76-2 [MIPLIB] ivu06 [MIPLIB] ds-big [MIPLIB] eilA101-2** [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.
53 / 1.556 69 / 1.614 987 / 3.169 988 / 3.210 N.A.** / N.A.**
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
eilA101-2 raw eilC76-2 raw ivu06 raw ds-big raw ivu06-big raw

Instance Summary

The table below contains summary information for nw04, the five most similar instances to nw04 according to the MIC, and the five most similar instances to nw04 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance nw04 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.000000 -
MIC Top 5 irp [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.094144 1
scpl4 [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 1.178064 2
neos5 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.186565 3
air03 [MIPLIB] G. Astfalk Airline crew scheduling set partitioning problem 1.195034 4
supportcase33 [MIPLIB] Domenico Salvagnin Instance coming from IBM developerWorks forum with unknown application. 1.199310 5
MIPLIB Top 5 eilA101-2 [MIPLIB] J. Linderoth Set partitioning problem approximation for capicated vehicle routing problem instance from TSPLIB 1.556347 53
eilC76-2 [MIPLIB] J. Linderoth Set partitioning problem approximation for capicated vehicle routing problem instance from TSPLIB Imported from the MIPLIB2010 submissions. 1.613786 69
ivu06 [MIPLIB] S. Weider Set partitioning instance resulting from a column generation algorithm used for duty scheduling in public transportation. Solved in June 2014 using CPLEX 12.6 with 48 threads in about 25 days. 3.169351 987
ds-big [MIPLIB] Steffen Weider Bus driver duty scheduling problem 3.210094 988
eilA101-2** [MIPLIB] S. Weider Set partitioning instance resulting from a column generation algorithm used for duty scheduling in public transportation N.A.** N.A.**


nw04: 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: neos-pseudoapplication-21 Model group: scp Model group: generated Model group: independentset Model group: markshare
Name neos-pseudoapplication-21 scp generated independentset markshare
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 / 1.358 2 / 1.408 3 / 1.485 4 / 1.507 5 / 1.607

Model Group Summary

The table below contains summary information for the five most similar model groups to nw04 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.358313 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 1.408038 2
generated Simon Bowly Randomly generated integer and binary programming models. These results are part of an early phase of work aimed at generating diverse and challenging MIP models for experimental testing. We have aimed to produce small integer and binary programming models which are reasonably difficult to solve and have varied structure, eliciting a range of behaviour in state of the art algorithms. 1.485398 3
independentset Toni Sorrell These models are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 1.507358 4
markshare G. Cornuéjols, M. Dawande Market sharing problem 1.606532 5


** ivu06-big could not be decomposed by GCG, and was not included in our dataset.