s55: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Daniel Espinoza
Description: Wine Scheduling problem with 55 jobs and four processing machines
MIPLIB Entry

Parent Instance (s55)

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

s55 Raw s55 Decomposed s55 Composite of MIC top 5 s55 Composite of MIPLIB top 5 s55 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.
toll-like decomposed f2gap40400 decomposed ns2034125 decomposed gen-ip054 decomposed neos-3696678-lyvia decomposed
Name toll-like [MIPLIB] f2gap40400 [MIPLIB] ns2034125 [MIPLIB] gen-ip054 [MIPLIB] neos-3696678-lyvia [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 / 1.255 3 / 1.307 4 / 1.320 5 / 1.321
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
toll-like raw f2gap40400 raw ns2034125 raw gen-ip054 raw neos-3696678-lyvia 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-4531126-vouga decomposed s82 decomposed tbfp-network decomposed s100 decomposed s250r10 decomposed
Name neos-4531126-vouga [MIPLIB] s82 [MIPLIB] tbfp-network [MIPLIB] s100 [MIPLIB] s250r10 [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.
69 / 1.430 161 / 1.477 339 / 1.575 650 / 1.789 657 / 1.802
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
neos-4531126-vouga raw s82 raw tbfp-network raw s100 raw s250r10 raw

Instance Summary

The table below contains summary information for s55, the five most similar instances to s55 according to the MIC, and the five most similar instances to s55 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance s55 [MIPLIB] Daniel Espinoza Wine Scheduling problem with 55 jobs and four processing machines 0.000000 -
MIC Top 5 toll-like [MIPLIB] Falk Hueffner The NP-hard Balanced Subgraph problem (variant of MaxCut) encoded as ILPs. Real-world instances from two applications from bioinformatics, finding monotone subsystems in gene regulatory networks (http://dx.doi.org/10.1007/s10878-009-9212-2) and finding optimal layouts of tanglegrams (http://dx.doi.org/10.1007/978-3-642-11269-0). Solved by Gurobi 4.6 (8 threads) in about four days after a variable transformation reducing symmetry. 1.155021 1
f2gap40400 [MIPLIB] Salim Haddadi Restrictions of well-known hard generalized assignment problem instances (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.254531 2
ns2034125 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.306565 3
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. 1.320246 4
neos-3696678-lyvia [MIPLIB] Jeff Linderoth (None provided) 1.321162 5
MIPLIB Top 5 neos-4531126-vouga [MIPLIB] Jeff Linderoth (None provided) 1.430381 69
s82 [MIPLIB] Daniel Espinoza Wine Scheduling problem with 82 jobs and four processing machines 1.476901 161
tbfp-network [MIPLIB] Rob Pratt Two formulations (big-M and network-based) for traveling baseball fan problem. Uses data from 2014 Major League Baseball regular season. Paper uses 2014 data: http://support.sas.com/resources/papers/proceedings14/SAS101-2014.pdf Blog post uses 2015 data: http://blogs.sas.com/content/operations/2015/04/03/the-traveling-baseball-fan-problem/ 1.574872 339
s100 [MIPLIB] Daniel Espinoza Wine Scheduling problem with 100 jobs and four processing machines 1.789382 650
s250r10 [MIPLIB] Daniel Espinoza Wine Scheduling problem with 250 jobs (up to 10 alternatives for processing) and four processing machines 1.801595 657


s55: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: Spinoza
Assigned Model Group Rank/ISS in the MIC: 134 / 2.752

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: huefner Model group: neos-pseudoapplication-2 Model group: sp_product Model group: markshare
Name scp huefner neos-pseudoapplication-2 sp_product 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 / 1.617 2 / 1.658 3 / 1.698 4 / 1.714 5 / 1.725

Model Group Summary

The table below contains summary information for the five most similar model groups to s55 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 1.617304 1
huefner Falk Hueffner The NP-hard Balanced Subgraph problem (variant of MaxCut) encoded as ILPs. Real-world models from two applications from bioinformatics, finding monotone subsystems in gene regulatory networks (http://dx.doi.org/10.1007/s10878-009-9212-2) and finding optimal layouts of tanglegrams (http://dx.doi.org/10.1007/978-3-642-11269-0). 1.658262 2
neos-pseudoapplication-2 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.697764 3
sp_product MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.714100 4
markshare G. Cornuéjols, M. Dawande Market sharing problem 1.724668 5