pb-grow22: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Gleb Belov
Description: 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
MIPLIB Entry

Parent Instance (pb-grow22)

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

pb-grow22 Raw pb-grow22 Decomposed pb-grow22 Composite of MIC top 5 pb-grow22 Composite of MIPLIB top 5 pb-grow22 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.
supportcase3 decomposed neos-911970 decomposed neos-5116085-kenana decomposed supportcase4 decomposed danoint decomposed
Name supportcase3 [MIPLIB] neos-911970 [MIPLIB] neos-5116085-kenana [MIPLIB] supportcase4 [MIPLIB] danoint [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 / 0.698 2 / 0.767 3 / 0.835 4 / 0.844 5 / 0.852
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
supportcase3 raw neos-911970 raw neos-5116085-kenana raw supportcase4 raw danoint 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.
mik-250-20-75-5 decomposed pb-gfrd-pnc decomposed mik-250-20-75-4 decomposed mik-250-20-75-3 decomposed mik-250-20-75-1 decomposed
Name mik-250-20-75-5 [MIPLIB] pb-gfrd-pnc [MIPLIB] mik-250-20-75-4* [MIPLIB] mik-250-20-75-3* [MIPLIB] mik-250-20-75-1* [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.
155 / 1.359 502 / 1.653 155* / 1.359* 155* / 1.359* 155* / 1.359*
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
mik-250-20-75-5 raw pb-gfrd-pnc raw mik-250-20-75-4 raw mik-250-20-75-3 raw mik-250-20-75-1 raw

Instance Summary

The table below contains summary information for pb-grow22, the five most similar instances to pb-grow22 according to the MIC, and the five most similar instances to pb-grow22 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance 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: $> mzn-cplex -v -s -G linear -output-time ../challenge_2012_2016/mznc2016_probs/zephyrus/zephyrus.mzn ../challenge_2012_2016/mznc2016_p/zephyrus/14__8__6__3.dzn -a -timeout 3 -D fIndConstr=true -D fMIPdomains=false -writeModel MODELS_IND/challenge_2012_2016mznc2016_probszephyruszephyrusmzn-challenge_2012_2016mznc2016_probszephyrus14__8__6__3dzn.mps 0.000000 -
MIC Top 5 supportcase3 [MIPLIB] Michael Winkler MIP instances collected from Gurobi forum with unknown application Solved with ParaSCIP in 1551 seconds with 71 solvers(72 cores). 0.697603 1
neos-911970 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 0.767267 2
neos-5116085-kenana [MIPLIB] Jeff Linderoth (None provided) 0.835236 3
supportcase4 [MIPLIB] Michael Winkler MIP instances collected from Gurobi forum with unknown application 0.844131 4
danoint [MIPLIB] Daniel Bienstock Telecommunications applications 0.852255 5
MIPLIB Top 5 mik-250-20-75-5 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.359181 155
pb-gfrd-pnc [MIPLIB] Gleb Belov These are the instances from MiniZinc Challenges 2012-2016 (see www.minizinc.org), compiled for MIP WITH INDICATOR CONSTRAINTS using the develop branch of MiniZinc and CPLEX 12.7.1 on 30 April 2017. Thus, these instances can only be handled by solvers accepting indicator constraints. For instances compiled with big-M/domain decomposition only, see my previous submission to MIPLIB.To recompile, create a directory MODELS, a list lst12_16.txt of the instances with full paths to mzn/dzn files of each instance per line, and say$> ~/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 1.653001 502
mik-250-20-75-4* [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.359181* 155*
mik-250-20-75-3* [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.359181* 155*
mik-250-20-75-1* [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.359181* 155*


pb-grow22: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: pb-
Assigned Model Group Rank/ISS in the MIC: 50 / 2.059

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-1 Model group: neos-pseudoapplication-97 Model group: neos-pseudoapplication-70 Model group: mario Model group: neos-pseudoapplication-40
Name neos-pseudoapplication-1 neos-pseudoapplication-97 neos-pseudoapplication-70 mario neos-pseudoapplication-40
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 / 1.230 2 / 1.422 3 / 1.550 4 / 1.566 5 / 1.588

Model Group Summary

The table below contains summary information for the five most similar model groups to pb-grow22 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 neos-pseudoapplication-1 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.230000 1
neos-pseudoapplication-97 Jeff Linderoth (None provided) 1.422188 2
neos-pseudoapplication-70 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.550137 3
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 1.565827 4
neos-pseudoapplication-40 Jeff Linderoth (None provided) 1.587740 5


* mik-250-20-75-4 is a duplicate of mik-250-20-75-5. mik-250-20-75-3 is a duplicate of mik-250-20-75-5. mik-250-20-75-1 is a duplicate of mik-250-20-75-5.