net12: Instance-to-Instance Comparison Results

Type: Instance
Submitter: P. Belotti
Description: Network design instance
MIPLIB Entry

Parent Instance (net12)

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

net12 Raw net12 Decomposed net12 Composite of MIC top 5 net12 Composite of MIPLIB top 5 net12 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.
n7-3 decomposed n6-3 decomposed gus-sch decomposed comp08-2idx decomposed neos-555884 decomposed
Name n7-3 [MIPLIB] n6-3 [MIPLIB] gus-sch [MIPLIB] comp08-2idx [MIPLIB] neos-555884 [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 / 0.389 2 / 0.410 3 / 0.430 4 / 0.440 5 / 0.441
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
n7-3 raw n6-3 raw gus-sch raw comp08-2idx raw neos-555884 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.
istanbul-no-cutoff decomposed loopha13 decomposed snip10x10-35r1budget17 decomposed neos-4477313-unzha decomposed neos-691058 decomposed
Name istanbul-no-cutoff [MIPLIB] loopha13 [MIPLIB] snip10x10-35r1budget17 [MIPLIB] neos-4477313-unzha [MIPLIB] neos-691058 [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.
210 / 1.108 249 / 1.201 666 / 1.792 681 / 1.834 841 / 2.217
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
istanbul-no-cutoff raw loopha13 raw snip10x10-35r1budget17 raw neos-4477313-unzha raw neos-691058 raw

Instance Summary

The table below contains summary information for net12, the five most similar instances to net12 according to the MIC, and the five most similar instances to net12 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance net12 [MIPLIB] P. Belotti Network design instance 0.000000 -
MIC Top 5 n7-3 [MIPLIB] A. Atamtürk Capacitated network design problem 0.388620 1
n6-3 [MIPLIB] A. Atamtürk Capacitated network design problem 0.410027 2
gus-sch [MIPLIB] Alexandra M. Newman course scheduling model 0.429844 3
comp08-2idx [MIPLIB] Matias Sørensen Instances comp01-21 of curriculum based course timetabling from the International Timetabling Competition 2007. These are time-assignment models (Stage I of the decomposed model), which are smaller than the full model, but still hard to solve. 0.439852 4
neos-555884 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 0.440685 5
MIPLIB Top 5 istanbul-no-cutoff [MIPLIB] Utz-Uwe Haus Exact MILP reformulation using binary decision diagrams to obtain scenario bundles of 2-stage stochastic expected shortest path and expected maximum flow problem with decision dependent scenario probabilities. Notes: * very few binary variables * for each fixing of the binaries a system of equations computing conditioned probabilities remains 1.108377 210
loopha13 [MIPLIB] Hamideh This is a Gams model which uses CPLEX as a solver. 1.200771 249
snip10x10-35r1budget17 [MIPLIB] Utz-Uwe Haus Exact MILP reformulation using binary decision diagrams to obtain scenario bundles of 2-stage stochastic expected shortest path and expected maximum flow problem with decision dependent scenario probabilities. Notes: * very few binary variables * for each fixing of the binaries a system of equations computing conditioned probabilities remains 1.792476 666
neos-4477313-unzha [MIPLIB] Jeff Linderoth (None provided) 1.833570 681
neos-691058 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 2.216928 841


net12: 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: aflow Model group: nus-prxy Model group: ab Model group: neos-pseudoapplication-60 Model group: seqsolve
Name aflow nus-prxy ab neos-pseudoapplication-60 seqsolve
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 / 0.696 2 / 0.735 3 / 0.795 4 / 0.890 5 / 0.909

Model Group Summary

The table below contains summary information for the five most similar model groups to net12 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 aflow T. Achterberg Arborescence flow problem on a graph with 40 nodes and edge density 0.9 0.695636 1
nus-prxy MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.735336 2
ab MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.795411 3
neos-pseudoapplication-60 NEOS Server Submission Model coming from the NEOS Server with unknown application 0.890248 4
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. 0.908843 5