reblock420: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Andreas Bley
Description: Multi-period mine production scheduling instance
MIPLIB Entry

Parent Instance (reblock420)

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

reblock420 Raw reblock420 Decomposed reblock420 Composite of MIC top 5 reblock420 Composite of MIPLIB top 5 reblock420 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.
reblock166 decomposed v150d30-2hopcds decomposed core4284-1064 decomposed scpk4 decomposed sorrell4 decomposed
Name reblock166 [MIPLIB] v150d30-2hopcds [MIPLIB] core4284-1064 [MIPLIB] scpk4 [MIPLIB] sorrell4 [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 / 1.353 2 / 1.396 3 / 1.434 4 / 1.450 5 / 1.460
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
reblock166 raw v150d30-2hopcds raw core4284-1064 raw scpk4 raw sorrell4 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.
reblock166 decomposed mine-166-5 decomposed mine-90-10 decomposed reblock354 decomposed reblock115 decomposed
Name reblock166 [MIPLIB] mine-166-5 [MIPLIB] mine-90-10 [MIPLIB] reblock354 [MIPLIB] reblock115 [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 / 1.353 17 / 1.598 29 / 1.654 37 / 1.718 59 / 1.896
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
reblock166 raw mine-166-5 raw mine-90-10 raw reblock354 raw reblock115 raw

Instance Summary

The table below contains summary information for reblock420, the five most similar instances to reblock420 according to the MIC, and the five most similar instances to reblock420 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance reblock420 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance 0.000000 -
MIC Top 5 reblock166 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance 1.352592 1
v150d30-2hopcds [MIPLIB] 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, instances with as few as 120 variables are left unsolved after one hour using Gurobi 7.0.2. 1.395747 2
core4284-1064 [MIPLIB] A. Caprara, M. Fischetti, P. Toth Set covering instance coming from Italian railway models 1.434038 3
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 1.450125 4
sorrell4 [MIPLIB] Toni Sorrell These instances are based on Neil Sloane's Challenge problems: Independent Sets in Graphs. 1.460439 5
MIPLIB Top 5 reblock166 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance 1.352592 1
mine-166-5 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance 1.598357 17
mine-90-10 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance 1.653714 29
reblock354 [MIPLIB] Andreas Bley Multi-period mine production scheduling instance. Solved using ug[SCIP/spx], a distributed massively parallel version of SCIP run on 2,000 cores at the HLRN-II super computer facility. 1.718004 37
reblock115 [MIPLIB] Andreas Bley Multi-period mine production scheduling instances 1.895610 59


reblock420: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: reblock
Assigned Model Group Rank/ISS in the MIC: 2 / 1.628

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: mine Model group: reblock Model group: neos-pseudoapplication-106 Model group: iis Model group: assign1
Name mine reblock neos-pseudoapplication-106 iis 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 / 1.343 2 / 1.628 3 / 1.725 4 / 1.731 5 / 1.829

Model Group Summary

The table below contains summary information for the five most similar model groups to reblock420 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 mine Andreas Bley Multi-period mine production scheduling model 1.342877 1
reblock Andreas Bley Multi-period mine production scheduling model. Solved using ug[SCIP/spx], a distributed massively parallel version of SCIP run on 2,000 cores at the HLRN-II super computer facility. 1.628472 2
neos-pseudoapplication-106 Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 1.725467 3
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. 1.730630 4
assign1 Robert Fourer Imported from the MIPLIB2010 submissions. 1.828987 5