neos-5081619-ganges: Instance-to-Instance Comparison Results

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

Parent Instance (neos-5081619-ganges)

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

neos-5081619-ganges Raw neos-5081619-ganges Decomposed neos-5081619-ganges Composite of MIC top 5 neos-5081619-ganges Composite of MIPLIB top 5 neos-5081619-ganges 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-4966126-blavet decomposed f2gap40400 decomposed gen-ip054 decomposed neos-3322547-alsek decomposed neos-848589 decomposed
Name neos-4966126-blavet [MIPLIB] f2gap40400 [MIPLIB] gen-ip054 [MIPLIB] neos-3322547-alsek [MIPLIB] neos-848589 [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 / 1.051 2 / 1.208 3 / 1.210 4 / 1.220 5 / 1.227
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
neos-4966126-blavet raw f2gap40400 raw gen-ip054 raw neos-3322547-alsek raw neos-848589 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-4966126-blavet decomposed neos-4954357-bednja decomposed neos-4960896-besbre decomposed neos-4954340-beaury decomposed minutedispatchstrategy decomposed
Name neos-4966126-blavet [MIPLIB] neos-4954357-bednja [MIPLIB] neos-4960896-besbre [MIPLIB] neos-4954340-beaury [MIPLIB] minutedispatchstrategy [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 / 1.051 305 / 1.528 387 / 1.570 470 / 1.607 661 / 1.731
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
neos-4966126-blavet raw neos-4954357-bednja raw neos-4960896-besbre raw neos-4954340-beaury raw minutedispatchstrategy raw

Instance Summary

The table below contains summary information for neos-5081619-ganges, the five most similar instances to neos-5081619-ganges according to the MIC, and the five most similar instances to neos-5081619-ganges according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance neos-5081619-ganges [MIPLIB] Jeff Linderoth (None provided) 0.000000 -
MIC Top 5 neos-4966126-blavet [MIPLIB] Jeff Linderoth (None provided) 1.051074 1
f2gap40400 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.208403 2
gen-ip054 [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. 1.209854 3
neos-3322547-alsek [MIPLIB] Jeff Linderoth (None provided) 1.220160 4
neos-848589 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.226630 5
MIPLIB Top 5 neos-4966126-blavet [MIPLIB] Jeff Linderoth (None provided) 1.051074 1
neos-4954357-bednja [MIPLIB] Jeff Linderoth (None provided) 1.528219 305
neos-4960896-besbre [MIPLIB] Jeff Linderoth (None provided) 1.570099 387
neos-4954340-beaury [MIPLIB] Jeff Linderoth (None provided) 1.607330 470
minutedispatchstrategy [MIPLIB] Mark Husted Dispatch Strategy for a small micro-grid 1.730779 661


neos-5081619-ganges: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: neos-pseudoapplication-59
Assigned Model Group Rank/ISS in the MIC: 162 / 2.917

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: scp Model group: stein Model group: neos-pseudoapplication-74 Model group: neos-pseudoapplication-21 Model group: markshare
Name scp stein neos-pseudoapplication-74 neos-pseudoapplication-21 markshare
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 / 1.627 2 / 1.786 3 / 1.790 4 / 1.849 5 / 1.853

Model Group Summary

The table below contains summary information for the five most similar model groups to neos-5081619-ganges according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 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 1.626602 1
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.785690 2
neos-pseudoapplication-74 Jeff Linderoth (None provided) 1.790010 3
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.849388 4
markshare G. Cornuéjols, M. Dawande Market sharing problem 1.852563 5