sct31: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Siemens
Description: Assembly line balancing for printed circuit board production
MIPLIB Entry

Parent Instance (sct31)

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

sct31 Raw sct31 Decomposed sct31 Composite of MIC top 5 sct31 Composite of MIPLIB top 5 sct31 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.
sct1 decomposed neos5 decomposed sct32 decomposed gen-ip016 decomposed gen-ip021 decomposed
Name sct1 [MIPLIB] neos5 [MIPLIB] sct32 [MIPLIB] gen-ip016 [MIPLIB] gen-ip021 [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 / 1.223 2 / 1.293 3 / 1.300 4 / 1.354 5 / 1.358
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
sct1 raw neos5 raw sct32 raw gen-ip016 raw gen-ip021 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.
sct1 decomposed sct32 decomposed sct2 decomposed gus-sch decomposed sct5 decomposed
Name sct1 [MIPLIB] sct32 [MIPLIB] sct2 [MIPLIB] gus-sch [MIPLIB] sct5 [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 / 1.223 3 / 1.300 546 / 2.017 676 / 2.052 766 / 2.087
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
sct1 raw sct32 raw sct2 raw gus-sch raw sct5 raw

Instance Summary

The table below contains summary information for sct31, the five most similar instances to sct31 according to the MIC, and the five most similar instances to sct31 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance sct31 [MIPLIB] Siemens Assembly line balancing for printed circuit board production 0.000000 -
MIC Top 5 sct1 [MIPLIB] Siemens Assembly line balancing for printed circuit board production 1.223480 1
neos5 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.292571 2
sct32 [MIPLIB] Siemens Assembly line balancing for printed circuit board production. First solved by Gurobi 7.0 in 65 hours (32 threads). 1.300171 3
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. 1.353960 4
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. 1.358152 5
MIPLIB Top 5 sct1 [MIPLIB] Siemens Assembly line balancing for printed circuit board production 1.223480 1
sct32 [MIPLIB] Siemens Assembly line balancing for printed circuit board production. First solved by Gurobi 7.0 in 65 hours (32 threads). 1.300171 3
sct2 [MIPLIB] Siemens Assembly line balancing for printed circuit board production 2.017003 546
gus-sch [MIPLIB] Alexandra M. Newman course scheduling model 2.052076 676
sct5 [MIPLIB] Siemens Assembly line balancing for printed circuit board production 2.087185 766


sct31: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: sct
Assigned Model Group Rank/ISS in the MIC: 70 / 2.340

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: independentset Model group: generated Model group: neos-pseudoapplication-101
Name neos-pseudoapplication-21 scp independentset generated neos-pseudoapplication-101
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 / 1.555 2 / 1.582 3 / 1.680 4 / 1.684 5 / 1.790

Model Group Summary

The table below contains summary information for the five most similar model groups to sct31 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.554660 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 1.581544 2
independentset Toni Sorrell These models are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 1.679889 3
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. 1.684001 4
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. 1.789647 5