neos-5045105-creuse: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Jeff Linderoth
Description: (None provided)
MIPLIB Entry

Parent Instance (neos-5045105-creuse)

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

neos-5045105-creuse Raw neos-5045105-creuse Decomposed neos-5045105-creuse Composite of MIC top 5 neos-5045105-creuse Composite of MIPLIB top 5 neos-5045105-creuse 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.
f2gap201600 decomposed ponderthis0517-inf decomposed f2000 decomposed f2gap801600 decomposed neos5 decomposed
Name f2gap201600 [MIPLIB] ponderthis0517-inf [MIPLIB] f2000 [MIPLIB] f2gap801600 [MIPLIB] neos5 [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 / 1.155 2 / 1.186 3 / 1.246 4 / 1.283 5 / 1.294
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
f2gap201600 raw ponderthis0517-inf raw f2000 raw f2gap801600 raw neos5 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.
ns1952667 decomposed gt2 decomposed neos-4736745-arroux decomposed neos-4738912-atrato decomposed neos-574665 decomposed
Name ns1952667 [MIPLIB] gt2 [MIPLIB] neos-4736745-arroux [MIPLIB] neos-4738912-atrato [MIPLIB] neos-574665 [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.
16 / 1.359 214 / 1.819 794 / 2.144 817 / 2.153 921 / 2.216
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
ns1952667 raw gt2 raw neos-4736745-arroux raw neos-4738912-atrato raw neos-574665 raw

Instance Summary

The table below contains summary information for neos-5045105-creuse, the five most similar instances to neos-5045105-creuse according to the MIC, and the five most similar instances to neos-5045105-creuse according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance neos-5045105-creuse [MIPLIB] Jeff Linderoth (None provided) 0.000000 -
MIC Top 5 f2gap201600 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.154607 1
ponderthis0517-inf [MIPLIB] Rob Pratt Infeasible version of IBM Ponder This problem (with 52 characters and no spaces) from May 2017: https://www.research.ibm.com/haifa/ponderthis/challenges/May2017.html 1.186204 2
f2000 [MIPLIB] M. Winkler Reformulated SAT instance from the 2010 SAT conference pseudo-Boolean competition 1.245765 3
f2gap801600 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.282547 4
neos5 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.293642 5
MIPLIB Top 5 ns1952667 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 1.358518 16
gt2 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.819174 214
neos-4736745-arroux [MIPLIB] Jeff Linderoth (None provided) 2.144377 794
neos-4738912-atrato [MIPLIB] Jeff Linderoth (None provided) 2.153014 817
neos-574665 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 2.215512 921


neos-5045105-creuse: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: neos-pseudoapplication-78
Assigned Model Group Rank/ISS in the MIC: 10 / 1.988

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: generated Model group: f2gap Model group: pb- Model group: independentset Model group: ger50
Name generated f2gap pb- independentset ger50
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 / 1.827 2 / 1.869 3 / 1.876 4 / 1.882 5 / 1.882

Model Group Summary

The table below contains summary information for the five most similar model groups to neos-5045105-creuse according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 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. 1.827345 1
f2gap Salim Haddadi Restrictions of well-known hard generalized assignment problem models (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.868677 2
pb- 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 1.876030 3
independentset Toni Sorrell These models are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 1.882196 4
ger50 C. Raack Multi-layer network design problem using a link-flow formulation over a path-flow formulation. 1.882281 5