aflow40b: Instance-to-Instance Comparison Results

Type: Instance
Submitter: T. Achterberg
Description: Arborescence flow problem on a graph with 40 nodes and edge density 0.9
MIPLIB Entry

Parent Instance (aflow40b)

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

aflow40b Raw aflow40b Decomposed aflow40b Composite of MIC top 5 aflow40b Composite of MIPLIB top 5 aflow40b 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.
germany50-UUM decomposed neos-1582420 decomposed berlin decomposed gus-sch decomposed supportcase29 decomposed
Name germany50-UUM [MIPLIB] neos-1582420 [MIPLIB] berlin [MIPLIB] gus-sch [MIPLIB] supportcase29 [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 / 0.301 2 / 0.349 3 / 0.362 4 / 0.375 5 / 0.375
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
germany50-UUM raw neos-1582420 raw berlin raw gus-sch raw supportcase29 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.
n3707 decomposed aflow30a decomposed h50x2450 decomposed n370b decomposed n3700 decomposed
Name n3707 [MIPLIB] aflow30a [MIPLIB] h50x2450 [MIPLIB] n370b* [MIPLIB] n3700* [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.
21 / 0.434 26 / 0.442 302 / 1.222 21* / 0.434* 21* / 0.434*
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
n3707 raw aflow30a raw h50x2450 raw n370b raw n3700 raw

Instance Summary

The table below contains summary information for aflow40b, the five most similar instances to aflow40b according to the MIC, and the five most similar instances to aflow40b according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance aflow40b [MIPLIB] T. Achterberg Arborescence flow problem on a graph with 40 nodes and edge density 0.9 0.000000 -
MIC Top 5 germany50-UUM [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.301128 1
neos-1582420 [MIPLIB] NEOS Server Submission Collection of anonymous submissions to the NEOS Server for Optimization 0.348979 2
berlin [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.362164 3
gus-sch [MIPLIB] Alexandra M. Newman course scheduling model 0.375131 4
supportcase29 [MIPLIB] Domenico Salvagnin Instance coming from IBM developerWorks forum with unknown application. 0.375248 5
MIPLIB Top 5 n3707 [MIPLIB] J. Aronson Fixed charge transportation problem 0.434396 21
aflow30a [MIPLIB] T. Achterberg Arborescence flow problem 0.442033 26
h50x2450 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.221538 302
n370b* [MIPLIB] J. Aronson Fixed charge transportation problem 0.434396* 21*
n3700* [MIPLIB] J. Aronson Fixed charge transportation problem 0.434396* 21*


aflow40b: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: aflow
Assigned Model Group Rank/ISS in the MIC: 9 / 0.826

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: radiation Model group: n37 Model group: sp_product Model group: seqsolve Model group: ab
Name radiation n37 sp_product seqsolve ab
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 / 0.532 2 / 0.559 3 / 0.574 4 / 0.649 5 / 0.656

Model Group Summary

The table below contains summary information for the five most similar model groups to aflow40b according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 radiation Gleb Belov Linearized Constraint Programming models of the MiniZinc Challenges 2012-2016. I should be able to produce versions with indicator constraints supported by Gurobi and CPLEX, however don't know if you can use them and if there is a standard format. These MPS were produced by Gurobi 7.0.2 using the MiniZinc develop branch on eb536656062ca13325a96b5d0881742c7d0e3c38 0.532490 1
n37 J. Aronson Fixed charge transportation problem 0.558618 2
sp_product MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.573845 3
seqsolve Irv Lustig The 3 problems in this group (seqsolve1-seqsolve3) represent a hierarchical optimization process, which is derived from a customer problem for assigning people to sites into blocks of time on days of the week. The specialty of this submission is that the best known solution for seqsolveX can be used as a MIP start for seqsolveX+1. For a description of the connections between the problems, please refer to the README.txt contained in the model data for this submission, which also includes MIP start files and a Gurobi log file. 0.648911 4
ab MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.655674 5


* n370b is a duplicate of n3707. n3700 is a duplicate of n3707.