ofi2: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Luigi Poderico
Description: Imported from the MIPLIB2010 submissions.
MIPLIB Entry

Parent Instance (ofi2)

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

ofi2 Raw ofi2 Decomposed ofi2 Composite of MIC top 5 ofi2 Composite of MIPLIB top 5 ofi2 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.
ofi decomposed pythago7824 decomposed pythago7825 decomposed 2club200v15p5scn decomposed neos-1601936 decomposed
Name ofi [MIPLIB] pythago7824 [MIPLIB] pythago7825 [MIPLIB] 2club200v15p5scn [MIPLIB] neos-1601936 [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 / 0.775 2 / 1.614 3 / 1.621 4 / 1.645 5 / 1.649
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
ofi raw pythago7824 raw pythago7825 raw 2club200v15p5scn raw neos-1601936 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.
ofi decomposed ta2-UUE decomposed neos-3355120-tarago decomposed neos-799711 decomposed neos-3699377-maori decomposed
Name ofi [MIPLIB] ta2-UUE [MIPLIB] neos-3355120-tarago [MIPLIB] neos-799711 [MIPLIB] neos-3699377-maori [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.
1 / 0.775 46 / 1.875 70 / 2.020 424 / 2.590 706 / 2.739
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
ofi raw ta2-UUE raw neos-3355120-tarago raw neos-799711 raw neos-3699377-maori raw

Instance Summary

The table below contains summary information for ofi2, the five most similar instances to ofi2 according to the MIC, and the five most similar instances to ofi2 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance ofi2 [MIPLIB] Luigi Poderico Imported from the MIPLIB2010 submissions. 0.000000 -
MIC Top 5 ofi [MIPLIB] Luigi Poderico Natural gas supply portfolio optimization 0.775218 1
pythago7824 [MIPLIB] Felix J. L. Willamowski 2-coloring of Pythagorean triples 1.614212 2
pythago7825 [MIPLIB] Felix J. L. Willamowski 2-coloring of Pythagorean triples 1.620762 3
2club200v15p5scn [MIPLIB] Balabhaskar Balasundaram Maximum 2-club instance; graph; clique relaxations Solved with Gurobi 8.1 on 24 cores in approx. 23 hours. 1.644848 4
neos-1601936 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 1.649469 5
MIPLIB Top 5 ofi [MIPLIB] Luigi Poderico Natural gas supply portfolio optimization 0.775218 1
ta2-UUE [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.875370 46
neos-3355120-tarago [MIPLIB] Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 2.019675 70
neos-799711 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 2.590282 424
neos-3699377-maori [MIPLIB] Jeff Linderoth (None provided) 2.738682 706


ofi2: 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: f2gap Model group: 2hopcds Model group: independentset Model group: generated Model group: mod
Name f2gap 2hopcds independentset generated mod
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 / 1.876 2 / 1.878 3 / 1.880 4 / 1.922 5 / 1.945

Model Group Summary

The table below contains summary information for the five most similar model groups to ofi2 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 f2gap Salim Haddadi Restrictions of well-known hard generalized assignment problem models (D10400,D20400,D40400,D15900,D30900,D60900,D201600,D401600,D801600) 1.875979 1
2hopcds Austin Buchanan A problem in wireless networks. The objective is to select a minimum number of relay nodes so that any two nonadjacent nodes can communicate by way of the chosen relay nodes in at most s hops, where s is a problem input. The 2-hop case of this problem can be formulated as a set cover/hitting set problem with n binary variables and n^2 constraints: _{ k N(i) N(j) } x_k 1 for nonadjacent node pairs {i,j}. Despite the formulation's simplicity, models with as few as 120 variables are left unsolved after one hour using Gurobi 7.0.2. 1.878326 2
independentset Toni Sorrell These models are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 1.880004 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. 1.921762 4
mod MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.945093 5