z26: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Daniel Bienstock
Description: Set packing problem arising from the ongoing "Frequency Spectrum Auction" in the U.S. Work is collaboration with Ion Media Networks, Inc.
MIPLIB Entry

Parent Instance (z26)

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

z26 Raw z26 Decomposed z26 Composite of MIC top 5 z26 Composite of MIPLIB top 5 z26 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.
nsr8k decomposed dolom1 decomposed dc1c decomposed trento1 decomposed core4872-1529 decomposed
Name nsr8k [MIPLIB] dolom1 [MIPLIB] dc1c [MIPLIB] trento1 [MIPLIB] core4872-1529 [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 / 1.413 2 / 1.485 3 / 1.504 4 / 1.520 5 / 1.535
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
nsr8k raw dolom1 raw dc1c raw trento1 raw core4872-1529 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.
sorrell4 decomposed sorrell7 decomposed sorrell3 decomposed manna81 decomposed sorrell8 decomposed
Name sorrell4 [MIPLIB] sorrell7 [MIPLIB] sorrell3 [MIPLIB] manna81 [MIPLIB] sorrell8 [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.
10 / 1.744 59 / 2.074 105 / 2.297 226 / 2.718 315 / 2.902
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
sorrell4 raw sorrell7 raw sorrell3 raw manna81 raw sorrell8 raw

Instance Summary

The table below contains summary information for z26, the five most similar instances to z26 according to the MIC, and the five most similar instances to z26 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance z26 [MIPLIB] Daniel Bienstock Set packing problem arising from the ongoing "Frequency Spectrum Auction" in the U.S. Work is collaboration with Ion Media Networks, Inc. 0.000000 -
MIC Top 5 nsr8k [MIPLIB] MIPLIB submission pool Crew scheduling instance 1.412880 1
dolom1 [MIPLIB] Double-Click SAS Crew scheduling instance. Solved with ParaSCIP with SCIP 3.0.1 linked to CPLEX 12.5 as an LP solver on HLRN III with 12288 cores in two runs First run found a feasible solution whose objective function value is 6615265.0000. Giving the feasible solution, the second run solved the instance in 13684.7671 sec. 1.484700 2
dc1c [MIPLIB] Double-Click SAS Crew scheduling instance. This problem was solved on ISM supercomputer Fujitsu PRIMERGY RX200S5 (http://www.ism.ac.jp/computer_system/eng/sc/index.html) by ParaSCIP in approximately 1100 hours with 14 times restarted 15 jobs. 1.503501 3
trento1 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.520450 4
core4872-1529 [MIPLIB] A. Caprara, M. Fischetti, P. Toth Set covering instance coming from Italian railway models 1.535125 5
MIPLIB Top 5 sorrell4 [MIPLIB] Toni Sorrell These instances are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 1.744451 10
sorrell7 [MIPLIB] Toni Sorrell These instances are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 2.073769 59
sorrell3 [MIPLIB] Toni Sorrell These instances are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 2.297315 105
manna81 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 2.717588 226
sorrell8 [MIPLIB] Toni Sorrell These instances are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 2.902152 315


z26: 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: neos-pseudoapplication-38 Model group: sct Model group: neos-pseudoapplication-103 Model group: neos-pseudoapplication-48 Model group: f2gap
Name neos-pseudoapplication-38 sct neos-pseudoapplication-103 neos-pseudoapplication-48 f2gap
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 / 1.862 2 / 1.928 3 / 1.973 4 / 1.988 5 / 2.022

Model Group Summary

The table below contains summary information for the five most similar model groups to z26 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 neos-pseudoapplication-38 Jeff Linderoth (None provided) 1.861899 1
sct Siemens Assembly line balancing for printed circuit board production. First solved by Gurobi 7.0 in 65 hours (32 threads). 1.928090 2
neos-pseudoapplication-103 Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 1.972930 3
neos-pseudoapplication-48 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.987851 4
f2gap Salim Haddadi Restrictions of well-known hard generalized assignment problem models (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 2.022050 5