danoint: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Daniel Bienstock
Description: Telecommunications applications
MIPLIB Entry

Parent Instance (danoint)

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

danoint Raw danoint Decomposed danoint Composite of MIC top 5 danoint Composite of MIPLIB top 5 danoint 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.
neos-911970 decomposed pb-grow22 decomposed supportcase3 decomposed fhnw-sq3 decomposed neos-5116085-kenana decomposed
Name neos-911970 [MIPLIB] pb-grow22 [MIPLIB] supportcase3 [MIPLIB] fhnw-sq3 [MIPLIB] neos-5116085-kenana [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 / 0.722 2 / 0.852 3 / 0.862 4 / 0.891 5 / 0.941
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
neos-911970 raw pb-grow22 raw supportcase3 raw fhnw-sq3 raw neos-5116085-kenana 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.
newdano decomposed bienst2 decomposed bienst1 decomposed rout decomposed aflow30a decomposed
Name newdano [MIPLIB] bienst2 [MIPLIB] bienst1 [MIPLIB] rout [MIPLIB] aflow30a [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.
7 / 1.004 8 / 1.004 10 / 1.007 148 / 1.361 336 / 1.536
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
newdano raw bienst2 raw bienst1 raw rout raw aflow30a raw

Instance Summary

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

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance danoint [MIPLIB] Daniel Bienstock Telecommunications applications 0.000000 -
MIC Top 5 neos-911970 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 0.722325 1
pb-grow22 [MIPLIB] Gleb Belov These are the instances from MiniZinc Challenges 2012-2016 (see www.minizinc.org), compiled for MIP WITH INDICATOR CONSTRAINTS using the develop branch of MiniZinc and CPLEX 12.7.1 on 30 April 2017. Thus, these instances can only be handled by solvers accepting indicator constraints. For instances compiled with big-M/domain decomposition only, see my previous submission to MIPLIB.To recompile, create a directory MODELS, a list lst12_16.txt of the instances with full paths to mzn/dzn files of each instance per line, and say$> ~/install/libmzn/tests/benchmarking/mzn-test.py -l ../lst12_16.txt -slvPrf MZN-CPLEX -debug 1 -addOption "-timeout 3 -D fIndConstr=true -D fMIPdomains=false" -useJoinedName "-writeModel MODELS_IND/%s.mps" Alternatively, you can compile individual instance as follows: $> mzn-cplex -v -s -G linear -output-time ../challenge_2012_2016/mznc2016_probs/zephyrus/zephyrus.mzn ../challenge_2012_2016/mznc2016_p/zephyrus/14__8__6__3.dzn -a -timeout 3 -D fIndConstr=true -D fMIPdomains=false -writeModel MODELS_IND/challenge_2012_2016mznc2016_probszephyruszephyrusmzn-challenge_2012_2016mznc2016_probszephyrus14__8__6__3dzn.mps 0.852255 2
supportcase3 [MIPLIB] Michael Winkler MIP instances collected from Gurobi forum with unknown application Solved with ParaSCIP in 1551 seconds with 71 solvers(72 cores). 0.862418 3
fhnw-sq3 [MIPLIB] Simon Felix Combinatorial toy fesability problem: Magic square. Instances 1 & 2 are feasible, instance 3 is unknown. 0.891015 4
neos-5116085-kenana [MIPLIB] Jeff Linderoth (None provided) 0.940666 5
MIPLIB Top 5 newdano [MIPLIB] Daniel Bienstock Telecommunications applications 1.003696 7
bienst2 [MIPLIB] H. Mittelmann Relaxed version of problem bienst 1.003980 8
bienst1 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.007354 10
rout [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.361257 148
aflow30a [MIPLIB] T. Achterberg Arborescence flow problem 1.535620 336


danoint: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: dano
Assigned Model Group Rank/ISS in the MIC: 212 / 3.188

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-70 Model group: neos-pseudoapplication-1 Model group: timtab Model group: fhnw-sq Model group: mario
Name neos-pseudoapplication-70 neos-pseudoapplication-1 timtab fhnw-sq mario
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 / 1.363 2 / 1.441 3 / 1.473 4 / 1.502 5 / 1.541

Model Group Summary

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

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 neos-pseudoapplication-70 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.363280 1
neos-pseudoapplication-1 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.440700 2
timtab C. Liebchen, R. Möhring Public transport scheduling problem 1.472951 3
fhnw-sq Simon Felix Combinatorial toy fesability problem: Magic square. Models 1 & 2 are feasible, model 3 is unknown. 1.501867 4
mario Gleb Belov These are the models from MiniZinc Challenges 2012-2016 (see www.minizinc.org), compiled for MIP WITH INDICATOR CONSTRAINTS using the develop branch of MiniZinc and CPLEX 12.7.1 on 30 April 2017. Thus, these models can only be handled by solvers accepting indicator constraints. For models compiled with big-M/domain decomposition only, see my previous submission to MIPLIB.To recompile, create a directory MODELS, a list lst12_16.txt of the models with full paths to mzn/dzn files of each model per line, and say$> ~/install/libmzn/tests/benchmarking/mzn-test.py -l ../lst12_16.txt -slvPrf MZN-CPLEX -debug 1 -addOption "-timeout 3 -D fIndConstr=true -D fMIPdomains=false" -useJoinedName "-writeModel MODELS_IND/%s.mps" Alternatively, you can compile individual model as follows: $> mzn-cplex -v -s -G linear -output-time ../challenge_2012_2016/mznc2016_probs/zephyrus/zephyrus.mzn ../challenge_2012_2016/mznc2016_p/zephyrus/14__8__6__3.dzn -a -timeout 3 -D fIndConstr=true -D fMIPdomains=false -writeModel MODELS_IND/challenge_2012_2016mznc2016_probszephyruszephyrusmzn-challenge_2012_2016mznc2016_probszephyrus14__8__6__3dzn.mps 1.541110 5