roll3000: Instance-to-Instance Comparison Results

Type: Instance
Submitter: L. Kroon
Description: Rolling stock and line planning instance
MIPLIB Entry

Parent Instance (roll3000)

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

roll3000 Raw roll3000 Decomposed roll3000 Composite of MIC top 5 roll3000 Composite of MIPLIB top 5 roll3000 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.
supportcase21i decomposed gen-ip016 decomposed gen-ip021 decomposed gen-ip002 decomposed neos5 decomposed
Name supportcase21i [MIPLIB] gen-ip016 [MIPLIB] gen-ip021 [MIPLIB] gen-ip002 [MIPLIB] neos5 [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 / 1.504 2 / 1.543 3 / 1.565 4 / 1.575 5 / 1.579
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
supportcase21i raw gen-ip016 raw gen-ip021 raw gen-ip002 raw neos5 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.
physiciansched5-3 decomposed misc05inf decomposed neos-555884 decomposed physiciansched3-4 decomposed neos-5182409-nasivi decomposed
Name physiciansched5-3 [MIPLIB] misc05inf [MIPLIB] neos-555884 [MIPLIB] physiciansched3-4 [MIPLIB] neos-5182409-nasivi [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.
69 / 1.849 119 / 1.908 719 / 2.192 757 / 2.219 774 / 2.230
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
physiciansched5-3 raw misc05inf raw neos-555884 raw physiciansched3-4 raw neos-5182409-nasivi raw

Instance Summary

The table below contains summary information for roll3000, the five most similar instances to roll3000 according to the MIC, and the five most similar instances to roll3000 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance roll3000 [MIPLIB] L. Kroon Rolling stock and line planning instance 0.000000 -
MIC Top 5 supportcase21i [MIPLIB] Michael Winkler MIP with Indicator instances collected from Gurobi forum with unknown application 1.503960 1
gen-ip016 [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. Solved with XPRESS in a few seconds. 1.543168 2
gen-ip021 [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. 1.564617 3
gen-ip002 [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. 1.575088 4
neos5 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.579208 5
MIPLIB Top 5 physiciansched5-3 [MIPLIB] Pelin Damci-Kurt Physician scheduling problem for hospitalist, radiology and kidney specialist groups. 1.849488 69
misc05inf [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.907511 119
neos-555884 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 2.192290 719
physiciansched3-4 [MIPLIB] Pelin Damci-Kurt Physician scheduling problem for hospitalist, radiology and kidney specialist groups. 2.219114 757
neos-5182409-nasivi [MIPLIB] Jeff Linderoth (None provided) 2.229755 774


roll3000: 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: neos-pseudoapplication-21 Model group: markshare Model group: stein Model group: independentset
Name scp neos-pseudoapplication-21 markshare stein independentset
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 / 1.777 2 / 1.831 3 / 1.882 4 / 1.894 5 / 1.992

Model Group Summary

The table below contains summary information for the five most similar model groups to roll3000 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 1.777413 1
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.830679 2
markshare G. Cornuéjols, M. Dawande Market sharing problem 1.882206 3
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.893904 4
independentset Toni Sorrell These models are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 1.992481 5