neos-4393408-tinui: Instance-to-Instance Comparison Results

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

Parent Instance (neos-4393408-tinui)

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

neos-4393408-tinui Raw neos-4393408-tinui Decomposed neos-4393408-tinui Composite of MIC top 5 neos-4393408-tinui Composite of MIPLIB top 5 neos-4393408-tinui 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-4343293-stony decomposed supportcase43 decomposed ns930473 decomposed ger50-17-ptp-pop-6t decomposed neos-2978205-isar decomposed
Name neos-4343293-stony [MIPLIB] supportcase43 [MIPLIB] ns930473 [MIPLIB] ger50-17-ptp-pop-6t [MIPLIB] neos-2978205-isar [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 / 0.819 2 / 1.163 3 / 1.171 4 / 1.202 5 / 1.221
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
neos-4343293-stony raw supportcase43 raw ns930473 raw ger50-17-ptp-pop-6t raw neos-2978205-isar 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.
neos-4343293-stony decomposed neos-4333464-siret decomposed neos-4355351-swalm decomposed fhnw-binschedule2 decomposed neos-4387871-tavua decomposed
Name neos-4343293-stony [MIPLIB] neos-4333464-siret [MIPLIB] neos-4355351-swalm [MIPLIB] fhnw-binschedule2 [MIPLIB] neos-4387871-tavua* [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 / 0.819 17 / 1.327 223 / 1.709 273 / 1.737 0* / 0.000*
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
neos-4343293-stony raw neos-4333464-siret raw neos-4355351-swalm raw fhnw-binschedule2 raw neos-4387871-tavua raw

Instance Summary

The table below contains summary information for neos-4393408-tinui, the five most similar instances to neos-4393408-tinui according to the MIC, and the five most similar instances to neos-4393408-tinui according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance neos-4393408-tinui [MIPLIB] Jeff Linderoth (None provided) 0.000000 -
MIC Top 5 neos-4343293-stony [MIPLIB] Jeff Linderoth (None provided) 0.819130 1
supportcase43 [MIPLIB] Domenico Salvagnin Instance coming from IBM developerWorks forum with unknown application. 1.163013 2
ns930473 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 1.171355 3
ger50-17-ptp-pop-6t [MIPLIB] C. Raack Multi-layer network design problem using a link-flow formulation over a path-flow formulation. 1.201555 4
neos-2978205-isar [MIPLIB] Jeff Linderoth (None provided) 1.221004 5
MIPLIB Top 5 neos-4343293-stony [MIPLIB] Jeff Linderoth (None provided) 0.819130 1
neos-4333464-siret [MIPLIB] Jeff Linderoth (None provided) 1.327030 17
neos-4355351-swalm [MIPLIB] Jeff Linderoth (None provided) 1.708650 223
fhnw-binschedule2 [MIPLIB] Simon Felix Scheduling/assignment for an industrial production pipeline 1.737418 273
neos-4387871-tavua* [MIPLIB] Jeff Linderoth (None provided) 0.000000* 0*


neos-4393408-tinui: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: neos-pseudoapplication-58
Assigned Model Group Rank/ISS in the MIC: 6 / 2.114

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: proteindesign Model group: scp Model group: fhnw-sq Model group: rpp Model group: neos-pseudoapplication-22
Name proteindesign scp fhnw-sq rpp neos-pseudoapplication-22
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 / 1.633 2 / 2.066 3 / 2.083 4 / 2.110 5 / 2.115

Model Group Summary

The table below contains summary information for the five most similar model groups to neos-4393408-tinui according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 proteindesign Gleb Belov Linearized Constraint Programming models of the MiniZinc Challenges 2012-2016. I should be able to produce versions with indicator constraints supported by Gurobi and CPLEX, however don't know if you can use them and if there is a standard format. These MPS were produced by Gurobi 7.0.2 using the MiniZinc develop branch on eb536656062ca13325a96b5d0881742c7d0e3c38 1.633494 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 2.066315 2
fhnw-sq Simon Felix Combinatorial toy fesability problem: Magic square. Models 1 & 2 are feasible, model 3 is unknown. 2.082951 3
rpp 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 2.109855 4
neos-pseudoapplication-22 Jeff Linderoth (None provided) 2.114788 5


* neos-4387871-tavua is a duplicate of neos-4393408-tinui.