roi2alpha3n4: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Domenico Salvagnin
Description: Neurobiology application: optimal placing of sensors on the scalp to maximize signal on a given ROI, also taking uniformity of coverage into account.
MIPLIB Entry

Parent Instance (roi2alpha3n4)

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

roi2alpha3n4 Raw roi2alpha3n4 Decomposed roi2alpha3n4 Composite of MIC top 5 roi2alpha3n4 Composite of MIPLIB top 5 roi2alpha3n4 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.
p500x2988 decomposed neos-3083819-nubu decomposed p500x2988d decomposed neos-2974461-ibar decomposed ns1631475 decomposed
Name p500x2988 [MIPLIB] neos-3083819-nubu [MIPLIB] p500x2988d [MIPLIB] neos-2974461-ibar [MIPLIB] ns1631475 [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 / 1.067 2 / 1.068 3 / 1.068 4 / 1.114 5 / 1.115
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
p500x2988 raw neos-3083819-nubu raw p500x2988d raw neos-2974461-ibar raw ns1631475 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.
roi5alpha10n8 decomposed prod1 decomposed prod2 decomposed mad decomposed neos-1171448 decomposed
Name roi5alpha10n8 [MIPLIB] prod1 [MIPLIB] prod2 [MIPLIB] mad [MIPLIB] neos-1171448 [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.
23 / 1.191 178 / 1.403 183 / 1.408 280 / 1.501 959 / 3.001
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
roi5alpha10n8 raw prod1 raw prod2 raw mad raw neos-1171448 raw

Instance Summary

The table below contains summary information for roi2alpha3n4, the five most similar instances to roi2alpha3n4 according to the MIC, and the five most similar instances to roi2alpha3n4 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance roi2alpha3n4 [MIPLIB] Domenico Salvagnin Neurobiology application: optimal placing of sensors on the scalp to maximize signal on a given ROI, also taking uniformity of coverage into account. 0.000000 -
MIC Top 5 p500x2988 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.067079 1
neos-3083819-nubu [MIPLIB] Jeff Linderoth (None provided) 1.067816 2
p500x2988d [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.068110 3
neos-2974461-ibar [MIPLIB] Jeff Linderoth (None provided) 1.113535 4
ns1631475 [MIPLIB] NEOS Server Submission Traveling salesman problem model 1.115042 5
MIPLIB Top 5 roi5alpha10n8 [MIPLIB] Domenico Salvagnin Neurobiology application: optimal placing of sensors on the scalp to maximize signal on a given ROI, also taking uniformity of coverage into account. 1.190968 23
prod1 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.402596 178
prod2 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.407877 183
mad [MIPLIB] Koichi Fujii Mean-Absolute Deviation Model for Car Dealerships 1.500951 280
neos-1171448 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 3.000909 959


roi2alpha3n4: 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-99 Model group: neos-pseudoapplication-109 Model group: scp Model group: neos-pseudoapplication-7 Model group: noip
Name neos-pseudoapplication-99 neos-pseudoapplication-109 scp neos-pseudoapplication-7 noip
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 / 1.539 2 / 1.550 3 / 1.654 4 / 1.684 5 / 1.694

Model Group Summary

The table below contains summary information for the five most similar model groups to roi2alpha3n4 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 neos-pseudoapplication-99 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.538721 1
neos-pseudoapplication-109 Jeff Linderoth (None provided) 1.549589 2
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 1.653687 3
neos-pseudoapplication-7 Jeff Linderoth (None provided) 1.684463 4
noip Christopher Hojny integer programming formulation that verifies that no integer programming formulation of a given 0/1-point set exists 1.693758 5