neos-5013590-toitoi: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Hans Mittelmann
Description: additional files should be Gurobi output and solution and submitter
MIPLIB Entry

Parent Instance (neos-5013590-toitoi)

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

neos-5013590-toitoi Raw neos-5013590-toitoi Decomposed neos-5013590-toitoi Composite of MIC top 5 neos-5013590-toitoi Composite of MIPLIB top 5 neos-5013590-toitoi 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.
scpk4 decomposed eilC76-2 decomposed sorrell4 decomposed scpj4scip decomposed neos-4760493-puerua decomposed
Name scpk4 [MIPLIB] eilC76-2 [MIPLIB] sorrell4 [MIPLIB] scpj4scip [MIPLIB] neos-4760493-puerua [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 / 0.805 2 / 0.817 3 / 0.829 4 / 0.833 5 / 0.834
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
scpk4 raw eilC76-2 raw sorrell4 raw scpj4scip raw neos-4760493-puerua 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.
neos-4760493-puerua decomposed neos-4391920-timok decomposed neos-4359986-taipa decomposed neos-4532248-waihi decomposed neos-4763324-toguru decomposed
Name neos-4760493-puerua [MIPLIB] neos-4391920-timok [MIPLIB] neos-4359986-taipa [MIPLIB] neos-4532248-waihi [MIPLIB] neos-4763324-toguru* [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.
5 / 0.834 597 / 2.804 618 / 2.822 664 / 2.850 5* / 0.834*
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
neos-4760493-puerua raw neos-4391920-timok raw neos-4359986-taipa raw neos-4532248-waihi raw neos-4763324-toguru raw

Instance Summary

The table below contains summary information for neos-5013590-toitoi, the five most similar instances to neos-5013590-toitoi according to the MIC, and the five most similar instances to neos-5013590-toitoi according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance neos-5013590-toitoi [MIPLIB] Hans Mittelmann additional files should be Gurobi output and solution and submitter 0.000000 -
MIC Top 5 scpk4 [MIPLIB] Shunji Umetani This is a random test instance 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 instances. We have also generated reduced instances 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 instance generator program from the following web site. https://sites.google.com/site/shunjiumetani/benchmark 0.804897 1
eilC76-2 [MIPLIB] J. Linderoth Set partitioning problem approximation for capicated vehicle routing problem instance from TSPLIB Imported from the MIPLIB2010 submissions. 0.816651 2
sorrell4 [MIPLIB] Toni Sorrell These instances are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 0.829313 3
scpj4scip [MIPLIB] Shunji Umetani This is a random test instance 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 instances. We have also generated reduced instances 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 instance generator program from the following web site. https://sites.google.com/site/shunjiumetani/benchmark 0.832944 4
neos-4760493-puerua [MIPLIB] Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 0.833948 5
MIPLIB Top 5 neos-4760493-puerua [MIPLIB] Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 0.833948 5
neos-4391920-timok [MIPLIB] Jeff Linderoth (None provided) 2.804162 597
neos-4359986-taipa [MIPLIB] Jeff Linderoth (None provided) 2.821684 618
neos-4532248-waihi [MIPLIB] Jeff Linderoth (None provided) 2.849549 664
neos-4763324-toguru* [MIPLIB] Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 0.833948* 5*


neos-5013590-toitoi: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: neos-pseudoapplication-106
Assigned Model Group Rank/ISS in the MIC: 3 / 1.082

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: iis Model group: 2hopcds Model group: neos-pseudoapplication-106 Model group: neos-pseudoapplication-103 Model group: assign1
Name iis 2hopcds neos-pseudoapplication-106 neos-pseudoapplication-103 assign1
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 / 0.931 2 / 0.940 3 / 1.082 4 / 1.209 5 / 1.223

Model Group Summary

The table below contains summary information for the five most similar model groups to neos-5013590-toitoi according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 iis Marc Pfetsch 23 "middlehard" Set-Covering Models 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 models can be created. 0.930615 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. 0.939767 2
neos-pseudoapplication-106 Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 1.082496 3
neos-pseudoapplication-103 Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 1.208551 4
assign1 Robert Fourer Imported from the MIPLIB2010 submissions. 1.222688 5


* neos-4763324-toguru is a duplicate of neos-4760493-puerua.