ex1010-pi: Instance-to-Instance Comparison Results

Type: Instance
Submitter: M. Winkler
Description: Logic synthesis problem from the 2010 SAT conference pseudo-Boolean competition
MIPLIB Entry

Parent Instance (ex1010-pi)

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

ex1010-pi Raw ex1010-pi Decomposed ex1010-pi Composite of MIC top 5 ex1010-pi Composite of MIPLIB top 5 ex1010-pi 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.
qap10 decomposed nw04 decomposed air03 decomposed neos-4382714-ruvuma decomposed supportcase33 decomposed
Name qap10 [MIPLIB] nw04 [MIPLIB] air03 [MIPLIB] neos-4382714-ruvuma [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 / 1.248 2 / 1.392 3 / 1.463 4 / 1.476 5 / 1.514
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
qap10 raw nw04 raw air03 raw neos-4382714-ruvuma 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.
glass-sc decomposed iis-glass-cov decomposed seymour decomposed ramos3 decomposed fast0507 decomposed
Name glass-sc [MIPLIB] iis-glass-cov [MIPLIB] seymour [MIPLIB] ramos3 [MIPLIB] fast0507 [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.
64 / 1.866 73 / 1.903 126 / 2.002 253 / 2.133 350 / 2.204
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
glass-sc raw iis-glass-cov raw seymour raw ramos3 raw fast0507 raw

Instance Summary

The table below contains summary information for ex1010-pi, the five most similar instances to ex1010-pi according to the MIC, and the five most similar instances to ex1010-pi according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance ex1010-pi [MIPLIB] M. Winkler Logic synthesis problem from the 2010 SAT conference pseudo-Boolean competition 0.000000 -
MIC Top 5 qap10 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.248492 1
nw04 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.392170 2
air03 [MIPLIB] G. Astfalk Airline crew scheduling set partitioning problem 1.462588 3
neos-4382714-ruvuma [MIPLIB] Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 1.475902 4
supportcase33 [MIPLIB] Domenico Salvagnin Instance coming from IBM developerWorks forum with unknown application. 1.513608 5
MIPLIB Top 5 glass-sc [MIPLIB] Marc Pfetsch Set covering problems arising from a Benders algorithm for finding maximum feasible subsystems. More details on the generation is given in the README file in the tarball. 1.866440 64
iis-glass-cov [MIPLIB] Marc Pfetsch 23 "middlehard" Set-Covering Instances for MIPLIB: they have a small number of variables compared to the number of constraints and CPLEX 12.1 needs about one hour to solve them.For more information, have a look into the readme file which explains how the instances can be created. 1.902507 73
seymour [MIPLIB] W. Cook, P. Seymour A set-covering problem that arose from work related to the proof of the 4-color theorem. 2.002244 126
ramos3 [MIPLIB] F. Ramos Set covering problem from a product manufacturing application 2.132604 253
fast0507 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 2.204476 350


ex1010-pi: 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: f2gap Model group: nj Model group: neos-pseudoapplication-101 Model group: mod Model group: generated
Name f2gap nj neos-pseudoapplication-101 mod 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 / 2.153 2 / 2.247 3 / 2.252 4 / 2.265 5 / 2.297

Model Group Summary

The table below contains summary information for the five most similar model groups to ex1010-pi according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 f2gap Salim Haddadi Restrictions of well-known hard generalized assignment problem models (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 2.152617 1
nj Jonathan Eckstein Electoral district design with various levels of symmetry breaking constraints. 2.246745 2
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. 2.252442 3
mod MIPLIB submission pool Imported from the MIPLIB2010 submissions. 2.264547 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. 2.296784 5