sp98ir: Instance-to-Instance Comparison Results

Type: Instance
Submitter: J. Goessens, S. v. Hoessel, L. Kroon
Description: Railway line planning instance
MIPLIB Entry

Parent Instance (sp98ir)

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

sp98ir Raw sp98ir Decomposed sp98ir Composite of MIC top 5 sp98ir Composite of MIPLIB top 5 sp98ir 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.
gen-ip021 decomposed ns1952667 decomposed gen-ip016 decomposed neos5 decomposed gen-ip036 decomposed
Name gen-ip021 [MIPLIB] ns1952667 [MIPLIB] gen-ip016 [MIPLIB] neos5 [MIPLIB] gen-ip036 [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 / 1.662 2 / 1.673 3 / 1.680 4 / 1.683 5 / 1.689
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
gen-ip021 raw ns1952667 raw gen-ip016 raw neos5 raw gen-ip036 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.
neos859080 decomposed comp12-2idx decomposed comp21-2idx decomposed bley_xs2 decomposed bley_xs1 decomposed
Name neos859080 [MIPLIB] comp12-2idx [MIPLIB] comp21-2idx [MIPLIB] neos859080** [MIPLIB] neos859080** [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.
180 / 2.030 649 / 2.206 774 / 2.283 N.A.** / N.A.** 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.
neos859080 raw comp12-2idx raw comp21-2idx raw bley_xs2 raw bley_xs1 raw

Instance Summary

The table below contains summary information for sp98ir, the five most similar instances to sp98ir according to the MIC, and the five most similar instances to sp98ir according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance sp98ir [MIPLIB] J. Goessens, S. v. Hoessel, L. Kroon Railway line planning instance 0.000000 -
MIC Top 5 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. 1.662159 1
ns1952667 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 1.673197 2
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. 1.680294 3
neos5 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.683458 4
gen-ip036 [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. 1.689310 5
MIPLIB Top 5 neos859080 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 2.029683 180
comp12-2idx [MIPLIB] Matias Sørensen Instances comp01-21 of curriculum based course timetabling from the International Timetabling Competition 2007. These are time-assignment models (Stage I of the decomposed model), which are smaller than the full model, but still hard to solve. 2.205727 649
comp21-2idx [MIPLIB] Matias Sørensen Instances comp01-21 of curriculum based course timetabling from the International Timetabling Competition 2007. These are time-assignment models (Stage I of the decomposed model), which are smaller than the full model, but still hard to solve. 2.282519 774
neos859080** [MIPLIB] A. Bley Min-cost network dimensioning problem with finite sets of link capacities and unsplittable flow routing N.A.** N.A.**
neos859080** [MIPLIB] A. Bley Min-cost network dimensioning problem with finite sets of link capacities and unsplittable flow routing N.A.** N.A.**


sp98ir: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: sp9
Assigned Model Group Rank/ISS in the MIC: 109 / 3.071

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: independentset Model group: scp Model group: neos-pseudoapplication-21 Model group: neos-pseudoapplication-64 Model group: generated
Name independentset scp neos-pseudoapplication-21 neos-pseudoapplication-64 generated
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 / 2.348 2 / 2.459 3 / 2.463 4 / 2.509 5 / 2.521

Model Group Summary

The table below contains summary information for the five most similar model groups to sp98ir according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 independentset Toni Sorrell These models are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 2.348236 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 2.459333 2
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 2.463247 3
neos-pseudoapplication-64 Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 2.509397 4
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. 2.521435 5


** bley_xs2 could not be decomposed by GCG, and was not included in our dataset. bley_xs1 could not be decomposed by GCG, and was not included in our dataset.