neos-4562542-watut: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Jeff Linderoth
Description: (None provided)
MIPLIB Entry

Parent Instance (neos-4562542-watut)

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

neos-4562542-watut Raw neos-4562542-watut Decomposed neos-4562542-watut Composite of MIC top 5 neos-4562542-watut Composite of MIPLIB top 5 neos-4562542-watut 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.
neos-4555749-wards decomposed h80x6320d decomposed stein15inf decomposed neos-1112782 decomposed rococoC11-010100 decomposed
Name neos-4555749-wards [MIPLIB] h80x6320d [MIPLIB] stein15inf [MIPLIB] neos-1112782 [MIPLIB] rococoC11-010100 [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 / 0.614 2 / 1.146 3 / 1.147 4 / 1.171 5 / 1.177
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
neos-4555749-wards raw h80x6320d raw stein15inf raw neos-1112782 raw rococoC11-010100 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-4555749-wards decomposed neos-5093327-huahum decomposed maritime-jg3d9 decomposed neos-4545615-waita decomposed neos-4533806-waima decomposed
Name neos-4555749-wards [MIPLIB] neos-5093327-huahum [MIPLIB] maritime-jg3d9 [MIPLIB] neos-4545615-waita [MIPLIB] neos-4533806-waima [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 / 0.614 199 / 1.500 390 / 1.618 440 / 1.651 459 / 1.664
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
neos-4555749-wards raw neos-5093327-huahum raw maritime-jg3d9 raw neos-4545615-waita raw neos-4533806-waima raw

Instance Summary

The table below contains summary information for neos-4562542-watut, the five most similar instances to neos-4562542-watut according to the MIC, and the five most similar instances to neos-4562542-watut according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance neos-4562542-watut [MIPLIB] Jeff Linderoth (None provided) 0.000000 -
MIC Top 5 neos-4555749-wards [MIPLIB] Jeff Linderoth (None provided) 0.614091 1
h80x6320d [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.145603 2
stein15inf [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.147074 3
neos-1112782 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application 1.171001 4
rococoC11-010100 [MIPLIB] A. Chabrier, E. Danna, C. Le Pape, L. Perron Model for dimensioning the arc capacities in a telecommunication network. 1.176649 5
MIPLIB Top 5 neos-4555749-wards [MIPLIB] Jeff Linderoth (None provided) 0.614091 1
neos-5093327-huahum [MIPLIB] Jeff Linderoth (None provided) 1.500081 199
maritime-jg3d9 [MIPLIB] Dimitri Papageorgiou Maritime Inventory Routing Problems: Jiang-Grossmann 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. They involve a single product maritime inventory routing problem and explore the use of continuous and discrete time models. A continuous-time model based on time slots for single docks is used for some instances. A model based on event points to handle parallel docks is used in others. A discrete time model based on a single commodity fixed-charge network flow problem (FCNF) is used for other instances. All the models are solved for multiple randomly generated instances of different problems to compare their computational efficiency. 1.617955 390
neos-4545615-waita [MIPLIB] Jeff Linderoth (None provided) 1.650874 440
neos-4533806-waima [MIPLIB] Jeff Linderoth (None provided) 1.663881 459


neos-4562542-watut: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: neos-pseudoapplication-31
Assigned Model Group Rank/ISS in the MIC: 75 / 2.388

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: scp Model group: neos-pseudoapplication-89 Model group: markshare Model group: neos-pseudoapplication-74 Model group: stein
Name scp neos-pseudoapplication-89 markshare neos-pseudoapplication-74 stein
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 / 1.464 2 / 1.540 3 / 1.621 4 / 1.641 5 / 1.647

Model Group Summary

The table below contains summary information for the five most similar model groups to neos-4562542-watut according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 scp Shunji Umetani This is a random test model 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 models. We have also generated reduced models 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 model generator program from the following web site. https://sites.google.com/site/shunjiumetani/benchmark 1.464401 1
neos-pseudoapplication-89 NEOS Server Submission Model coming from the NEOS Server with unknown application 1.540089 2
markshare G. Cornuéjols, M. Dawande Market sharing problem 1.621003 3
neos-pseudoapplication-74 Jeff Linderoth (None provided) 1.641289 4
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.647117 5