cod105: Instance-to-Instance Comparison Results

Type: Instance
Submitter: MIPLIB submission pool
Description: Imported from the MIPLIB2010 submissions.
MIPLIB Entry

Parent Instance (cod105)

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

cod105 Raw cod105 Decomposed cod105 Composite of MIC top 5 cod105 Composite of MIPLIB top 5 cod105 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.
glass-sc decomposed supportcase19 decomposed assign1-10-4 decomposed iis-glass-cov decomposed neos-4382714-ruvuma decomposed
Name glass-sc [MIPLIB] supportcase19 [MIPLIB] assign1-10-4 [MIPLIB] iis-glass-cov [MIPLIB] neos-4382714-ruvuma [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 / 1.607 2 / 1.644 3 / 1.648 4 / 1.652 5 / 1.668
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
glass-sc raw supportcase19 raw assign1-10-4 raw iis-glass-cov raw neos-4382714-ruvuma 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.
cdc7-4-3-2 decomposed a2864-99blp decomposed sorrell7 decomposed sorrell8 decomposed sorrell3 decomposed
Name cdc7-4-3-2 [MIPLIB] a2864-99blp [MIPLIB] sorrell7 [MIPLIB] sorrell8 [MIPLIB] sorrell3 [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.
46 / 1.864 79 / 2.014 215 / 2.367 268 / 2.456 449 / 2.650
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
cdc7-4-3-2 raw a2864-99blp raw sorrell7 raw sorrell8 raw sorrell3 raw

Instance Summary

The table below contains summary information for cod105, the five most similar instances to cod105 according to the MIC, and the five most similar instances to cod105 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance cod105 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 0.000000 -
MIC Top 5 glass-sc [MIPLIB] Marc Pfetsch Set covering problems arising from a Benders algorithm for finding maximum feasible subsystems. More details on the generation is given in the README file in the tarball. 1.607378 1
supportcase19 [MIPLIB] Michael Winkler MIP instances collected from Gurobi forum with unknown application 1.643614 2
assign1-10-4 [MIPLIB] Robert Fourer Imported from the MIPLIB2010 submissions. 1.647703 3
iis-glass-cov [MIPLIB] Marc Pfetsch 23 "middlehard" Set-Covering Instances for MIPLIB: they have a small number of variables compared to the number of constraints and CPLEX 12.1 needs about one hour to solve them.For more information, have a look into the readme file which explains how the instances can be created. 1.651817 4
neos-4382714-ruvuma [MIPLIB] Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 1.667534 5
MIPLIB Top 5 cdc7-4-3-2 [MIPLIB] Sascha Kurz Codes for Networkcoding A constant dimension code with parameters n, k, d and q is a collection of k-dimensional subspaces of the n-dimensional vector space \\(GF(q)^n\\) over a finite field with q elements, called codewords, such that the dimension of the intersection of each pair of different k-dimensional subspaces is at most \\(k-d/2\\). Let \\(A_q(n,d;k)\\) denote the maximum number of codewords. For instance cdc6-4-3-2 \\(A_2(6,4;3)=77\\) is known , while \\(333 \\le A_2(7,4;3) \\le 381\\) for instance cdc7-4-3-2 are the tightest known bounds, see e.g. . A code of size 381 would correspond to a putative binary q-analog of the Fano plane (finite projective plane of order 2 with 7 points and lines). More bounds are available at http://subspacecodes.uni-bayreuth.de. 1.864078 46
a2864-99blp [MIPLIB] Daniel Heinlein Clique problems arising from a selection problem of subspaces in the PG(7,2) with different prescribed variables and numerically instable linear programming relaxation. 2.013539 79
sorrell7 [MIPLIB] Toni Sorrell These instances are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 2.367380 215
sorrell8 [MIPLIB] Toni Sorrell These instances are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 2.456092 268
sorrell3 [MIPLIB] Toni Sorrell These instances are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 2.650153 449


cod105: 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: network_design Model group: neos-pseudoapplication-103 Model group: maxfeassub Model group: 2hopcds
Name f2gap network_design neos-pseudoapplication-103 maxfeassub 2hopcds
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 / 2.185 2 / 2.190 3 / 2.213 4 / 2.222 5 / 2.294

Model Group Summary

The table below contains summary information for the five most similar model groups to cod105 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) 2.184659 1
network_design MIPLIB submission pool Imported from the MIPLIB2010 submissions. 2.189720 2
neos-pseudoapplication-103 Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 2.213484 3
maxfeassub Marc Pfetsch Set covering problems arising from a Benders algorithm for finding maximum feasible subsystems. More details on the generation is given in the README file in the tarball. 2.221657 4
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. 2.294050 5