neos-850681: Instance-to-Instance Comparison Results

Type: Instance
Submitter: NEOS Server Submission
Description: Imported from the MIPLIB2010 submissions.
MIPLIB Entry

Parent Instance (neos-850681)

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

neos-850681 Raw neos-850681 Decomposed neos-850681 Composite of MIC top 5 neos-850681 Composite of MIPLIB top 5 neos-850681 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.
f2gap401600 decomposed ta2-UUE decomposed gen-ip036 decomposed ns1952667 decomposed gen-ip021 decomposed
Name f2gap401600 [MIPLIB] ta2-UUE [MIPLIB] gen-ip036 [MIPLIB] ns1952667 [MIPLIB] gen-ip021 [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 / 1.127 2 / 1.167 3 / 1.201 4 / 1.217 5 / 1.220
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
f2gap401600 raw ta2-UUE raw gen-ip036 raw ns1952667 raw gen-ip021 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.
nursesched-medium04 decomposed nursesched-sprint02 decomposed neos-4409277-trave decomposed neos-1223462 decomposed neos-498623 decomposed
Name nursesched-medium04 [MIPLIB] nursesched-sprint02 [MIPLIB] neos-4409277-trave [MIPLIB] neos-1223462 [MIPLIB] neos-498623 [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.
240 / 1.668 277 / 1.691 446 / 1.759 628 / 1.811 829 / 1.930
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
nursesched-medium04 raw nursesched-sprint02 raw neos-4409277-trave raw neos-1223462 raw neos-498623 raw

Instance Summary

The table below contains summary information for neos-850681, the five most similar instances to neos-850681 according to the MIC, and the five most similar instances to neos-850681 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance neos-850681 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 0.000000 -
MIC Top 5 f2gap401600 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.127475 1
ta2-UUE [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.166760 2
gen-ip036 [MIPLIB] Simon Bowly Randomly generated integer and binary programming instances. These results are part of an early phase of work aimed at generating diverse and challenging MIP instances for experimental testing. We have aimed to produce small integer and binary programming instances which are reasonably difficult to solve and have varied structure, eliciting a range of behaviour in state of the art algorithms. 1.200838 3
ns1952667 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 1.217313 4
gen-ip021 [MIPLIB] Simon Bowly Randomly generated integer and binary programming instances. These results are part of an early phase of work aimed at generating diverse and challenging MIP instances for experimental testing. We have aimed to produce small integer and binary programming instances which are reasonably difficult to solve and have varied structure, eliciting a range of behaviour in state of the art algorithms. 1.219806 5
MIPLIB Top 5 nursesched-medium04 [MIPLIB] Haroldo Gambini Santos Nurse Scheduling Problems from the First International Nurse Rostering Competition - INRC 2010 1.668148 240
nursesched-sprint02 [MIPLIB] Haroldo Gambini Santos Nurse Scheduling Problems from the First International Nurse Rostering Competition - INRC 2010 1.691422 277
neos-4409277-trave [MIPLIB] Jeff Linderoth Reported solved by ParaSCIP in 441575 seconds using 71 solvers (72 cores). 1.759437 446
neos-1223462 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.810834 628
neos-498623 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.929604 829


neos-850681: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: neos-pseudoapplication-12
Assigned Model Group Rank/ISS in the MIC: 14 / 1.924

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-21 Model group: independentset Model group: generated Model group: scp Model group: neos-pseudoapplication-101
Name neos-pseudoapplication-21 independentset generated scp neos-pseudoapplication-101
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 / 1.485 2 / 1.533 3 / 1.555 4 / 1.566 5 / 1.600

Model Group Summary

The table below contains summary information for the five most similar model groups to neos-850681 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.485184 1
independentset Toni Sorrell These models are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 1.532975 2
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. 1.554514 3
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 1.566082 4
neos-pseudoapplication-101 NEOS Server Submission Model coming from the NEOS Server with unknown application. Infeasibility claimed by CPLEX 12.6 and CPLEX 12.6.1 with extreme numerical caution emphasi after 4 and 2 hours computation, respectively. 1.599508 5