lr2-22dr3-333vc4v17a-t60: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Dimitri Papageorgiou
Description: Maritime Inventory Routing Problem Library - Group 1 Instances. These instances are available at https://mirplib.scl.gatech.edu/instances, along with a host of additional information such as the underlying data used to generate the model, best known upper and lower bounds, and more. As of 2012, Group 1 instances gave Cplex and Gurobi tremendous difficulty finding a single feasible solution.
MIPLIB Entry

Parent Instance (lr2-22dr3-333vc4v17a-t60)

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

lr2-22dr3-333vc4v17a-t60 Raw lr2-22dr3-333vc4v17a-t60 Decomposed lr2-22dr3-333vc4v17a-t60 Composite of MIC top 5 lr2-22dr3-333vc4v17a-t60 Composite of MIPLIB top 5 lr2-22dr3-333vc4v17a-t60 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.
assign1-10-4 decomposed siena1 decomposed v150d30-2hopcds decomposed core4872-1529 decomposed dc1c decomposed
Name assign1-10-4 [MIPLIB] siena1 [MIPLIB] v150d30-2hopcds [MIPLIB] core4872-1529 [MIPLIB] dc1c [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 / 1.318 2 / 1.352 3 / 1.396 4 / 1.404 5 / 1.411
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
assign1-10-4 raw siena1 raw v150d30-2hopcds raw core4872-1529 raw dc1c 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-3682128-sandon decomposed uccase9 decomposed uccase8 decomposed sing326 decomposed sing44 decomposed
Name neos-3682128-sandon [MIPLIB] uccase9 [MIPLIB] uccase8 [MIPLIB] sing326 [MIPLIB] sing44 [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.
343 / 2.591 617 / 2.852 624 / 2.857 859 / 3.005 867 / 3.013
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
neos-3682128-sandon raw uccase9 raw uccase8 raw sing326 raw sing44 raw

Instance Summary

The table below contains summary information for lr2-22dr3-333vc4v17a-t60, the five most similar instances to lr2-22dr3-333vc4v17a-t60 according to the MIC, and the five most similar instances to lr2-22dr3-333vc4v17a-t60 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance lr2-22dr3-333vc4v17a-t60 [MIPLIB] Dimitri Papageorgiou Maritime Inventory Routing Problem Library - Group 1 Instances. These instances are available at https://mirplib.scl.gatech.edu/instances, along with a host of additional information such as the underlying data used to generate the model, best known upper and lower bounds, and more. As of 2012, Group 1 instances gave Cplex and Gurobi tremendous difficulty finding a single feasible solution. 0.000000 -
MIC Top 5 assign1-10-4 [MIPLIB] Robert Fourer Imported from the MIPLIB2010 submissions. 1.318072 1
siena1 [MIPLIB] Double-Click SAS Crew scheduling instance 1.352156 2
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. 1.395864 3
core4872-1529 [MIPLIB] A. Caprara, M. Fischetti, P. Toth Set covering instance coming from Italian railway models 1.404084 4
dc1c [MIPLIB] Double-Click SAS Crew scheduling instance. This problem was solved on ISM supercomputer Fujitsu PRIMERGY RX200S5 (http://www.ism.ac.jp/computer_system/eng/sc/index.html) by ParaSCIP in approximately 1100 hours with 14 times restarted 15 jobs. 1.411482 5
MIPLIB Top 5 neos-3682128-sandon [MIPLIB] Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 2.590518 343
uccase9 [MIPLIB] Daniel Espinoza Imported from the MIPLIB2010 submissions. 2.852284 617
uccase8 [MIPLIB] Daniel Espinoza Imported from the MIPLIB2010 submissions. 2.857308 624
sing326 [MIPLIB] Daniel Espinoza Imported from the MIPLIB2010 submissions. 3.004506 859
sing44 [MIPLIB] Daniel Espinoza Imported from the MIPLIB2010 submissions. 3.012755 867


lr2-22dr3-333vc4v17a-t60: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: maritime
Assigned Model Group Rank/ISS in the MIC: 25 / 2.189

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: assign1 Model group: iis Model group: 2hopcds Model group: misc Model group: maxfeassub
Name assign1 iis 2hopcds misc maxfeassub
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 / 1.638 2 / 1.710 3 / 1.730 4 / 1.732 5 / 1.748

Model Group Summary

The table below contains summary information for the five most similar model groups to lr2-22dr3-333vc4v17a-t60 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 assign1 Robert Fourer Imported from the MIPLIB2010 submissions. 1.637570 1
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. 1.709590 2
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. 1.729724 3
misc MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.731524 4
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. 1.748045 5