mine-90-10: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Andreas Bley
Description: Multi-period mine production scheduling instance
MIPLIB Entry

Parent Instance (mine-90-10)

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

mine-90-10 Raw mine-90-10 Decomposed mine-90-10 Composite of MIC top 5 mine-90-10 Composite of MIPLIB top 5 mine-90-10 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.
mine-166-5 decomposed reblock166 decomposed neos5 decomposed f2gap801600 decomposed pythago7825 decomposed
Name mine-166-5 [MIPLIB] reblock166 [MIPLIB] neos5 [MIPLIB] f2gap801600 [MIPLIB] pythago7825 [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 / 0.725 2 / 0.751 3 / 1.094 4 / 1.098 5 / 1.106
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
mine-166-5 raw reblock166 raw neos5 raw f2gap801600 raw pythago7825 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.
mine-166-5 decomposed reblock166 decomposed reblock115 decomposed reblock354 decomposed reblock420 decomposed
Name mine-166-5 [MIPLIB] reblock166 [MIPLIB] reblock115 [MIPLIB] reblock354 [MIPLIB] reblock420 [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.
1 / 0.725 2 / 0.751 15 / 1.206 86 / 1.612 98 / 1.654
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
mine-166-5 raw reblock166 raw reblock115 raw reblock354 raw reblock420 raw

Instance Summary

The table below contains summary information for mine-90-10, the five most similar instances to mine-90-10 according to the MIC, and the five most similar instances to mine-90-10 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance mine-90-10 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance 0.000000 -
MIC Top 5 mine-166-5 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance 0.724999 1
reblock166 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance 0.751107 2
neos5 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.093589 3
f2gap801600 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.098394 4
pythago7825 [MIPLIB] Felix J. L. Willamowski 2-coloring of Pythagorean triples 1.105962 5
MIPLIB Top 5 mine-166-5 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance 0.724999 1
reblock166 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance 0.751107 2
reblock115 [MIPLIB] Andreas Bley Multi-period mine production scheduling instances 1.206434 15
reblock354 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance. Solved using ug[SCIP/spx], a distributed massively parallel version of SCIP run on 2,000 cores at the HLRN-II super computer facility. 1.611684 86
reblock420 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance 1.653714 98


mine-90-10: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: mine
Assigned Model Group Rank/ISS in the MIC: 1 / 0.996

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: mine Model group: generated Model group: independentset Model group: neos-pseudoapplication-101 Model group: neos-pseudoapplication-21
Name mine generated independentset neos-pseudoapplication-101 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 / 0.996 2 / 1.334 3 / 1.340 4 / 1.490 5 / 1.492

Model Group Summary

The table below contains summary information for the five most similar model groups to mine-90-10 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 mine Andreas Bley Multi-period mine production scheduling model 0.996177 1
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. 1.334483 2
independentset Toni Sorrell These models are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 1.340468 3
neos-pseudoapplication-101 NEOS Server Submission Model coming from the NEOS Server with unknown application. Infeasibility claimed by CPLEX 12.6 and CPLEX 12.6.1 with extreme numerical caution emphasi after 4 and 2 hours computation, respectively. 1.490395 4
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.492201 5