neos-2629914-sudost: Instance-to-Instance Comparison Results

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

Parent Instance (neos-2629914-sudost)

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

neos-2629914-sudost Raw neos-2629914-sudost Decomposed neos-2629914-sudost Composite of MIC top 5 neos-2629914-sudost Composite of MIPLIB top 5 neos-2629914-sudost 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.
lr1dr12vc10v70b-t360 decomposed sct1 decomposed physiciansched5-3 decomposed qap10 decomposed neos-3135526-osun decomposed
Name lr1dr12vc10v70b-t360 [MIPLIB] sct1 [MIPLIB] physiciansched5-3 [MIPLIB] qap10 [MIPLIB] neos-3135526-osun [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 / 1.308 2 / 1.827 3 / 1.829 4 / 1.899 5 / 1.923
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
lr1dr12vc10v70b-t360 raw sct1 raw physiciansched5-3 raw qap10 raw neos-3135526-osun 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.
ns1830653 decomposed zeil decomposed loopha13 decomposed neos-3209519-ruhr decomposed neos17 decomposed
Name ns1830653 [MIPLIB] zeil [MIPLIB] loopha13 [MIPLIB] neos-3209519-ruhr [MIPLIB] neos17 [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.
28 / 2.153 372 / 2.817 572 / 2.950 786 / 3.052 971 / 3.257
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
ns1830653 raw zeil raw loopha13 raw neos-3209519-ruhr raw neos17 raw

Instance Summary

The table below contains summary information for neos-2629914-sudost, the five most similar instances to neos-2629914-sudost according to the MIC, and the five most similar instances to neos-2629914-sudost according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance neos-2629914-sudost [MIPLIB] Jeff Linderoth (None provided) 0.000000 -
MIC Top 5 lr1dr12vc10v70b-t360 [MIPLIB] Dimitri Papageorgiou Maritime Inventory Routing Problem Library - Group 2 Instances. These instances are available at https://mirplib.scl.gatech.edu/instances, along with a host of additional information such as the underlying data used to generate the model, best known upper and lower bounds, and more. There are three sets of 24 instances (for a total of 72 instances) with a planning horizon of 120, 180, and 360 time periods, respectively. As of March 2016, Cplex and Gurobi could only solve one or two to provably optimality in less than an hour. 1.308280 1
sct1 [MIPLIB] Siemens Assembly line balancing for printed circuit board production 1.827144 2
physiciansched5-3 [MIPLIB] Pelin Damci-Kurt Physician scheduling problem for hospitalist, radiology and kidney specialist groups. 1.829317 3
qap10 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.898833 4
neos-3135526-osun [MIPLIB] Jeff Linderoth Claimed infeasible by most solvers. 1.923282 5
MIPLIB Top 5 ns1830653 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 2.152727 28
zeil [MIPLIB] Andreas Bärmann A model that computes an optimal adaptation of a given timetable draft for a small portion of the German railway network. The aim is to shift the planned departure times of the trains slightly, such that the maximum power consumption (averaed over 15-minute intervalls of the planning horizon) is as small as possible. 2.816609 372
loopha13 [MIPLIB] Hamideh This is a Gams model which uses CPLEX as a solver. 2.950107 572
neos-3209519-ruhr [MIPLIB] Jeff Linderoth (None provided) 3.051693 786
neos17 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 3.256579 971


neos-2629914-sudost: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: neos-pseudoapplication-66
Assigned Model Group Rank/ISS in the MIC: 1 / 1.267

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-66 Model group: neos-pseudoapplication-21 Model group: independentset Model group: generated Model group: scp
Name neos-pseudoapplication-66 neos-pseudoapplication-21 independentset generated scp
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 / 1.268 2 / 2.048 3 / 2.056 4 / 2.123 5 / 2.172

Model Group Summary

The table below contains summary information for the five most similar model groups to neos-2629914-sudost according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 neos-pseudoapplication-66 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.267601 1
neos-pseudoapplication-21 NEOS Server Submission Imported from the MIPLIB2010 submissions. 2.048024 2
independentset Toni Sorrell These models are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 2.056330 3
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. 2.122659 4
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 2.172113 5