supportcase35: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Domenico Salvagnin
Description: Instance coming from IBM developerWorks forum with unknown application.
MIPLIB Entry

Parent Instance (supportcase35)

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

supportcase35 Raw supportcase35 Decomposed supportcase35 Composite of MIC top 5 supportcase35 Composite of MIPLIB top 5 supportcase35 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.
npmv07 decomposed fhnw-binschedule0 decomposed pk1 decomposed ns1679495 decomposed gsvm2rl3 decomposed
Name npmv07 [MIPLIB] fhnw-binschedule0 [MIPLIB] pk1 [MIPLIB] ns1679495 [MIPLIB] gsvm2rl3 [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 / 1.113 2 / 1.153 3 / 1.177 4 / 1.210 5 / 1.240
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
npmv07 raw fhnw-binschedule0 raw pk1 raw ns1679495 raw gsvm2rl3 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.
buildingenergy decomposed neos-3754480-nidda decomposed dg012142 decomposed bts4-cta decomposed bg512142 decomposed
Name buildingenergy [MIPLIB] neos-3754480-nidda [MIPLIB] dg012142 [MIPLIB] bts4-cta [MIPLIB] bg512142 [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 / 1.375 52 / 1.380 329 / 1.569 538 / 1.693 609 / 1.738
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
buildingenergy raw neos-3754480-nidda raw dg012142 raw bts4-cta raw bg512142 raw

Instance Summary

The table below contains summary information for supportcase35, the five most similar instances to supportcase35 according to the MIC, and the five most similar instances to supportcase35 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance supportcase35 [MIPLIB] Domenico Salvagnin Instance coming from IBM developerWorks forum with unknown application. 0.000000 -
MIC Top 5 npmv07 [MIPLIB] Q. Chen Unknown application 1.113034 1
fhnw-binschedule0 [MIPLIB] Simon Felix Scheduling/assignment for an industrial production pipeline 1.152829 2
pk1 [MIPLIB] MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.177491 3
ns1679495 [MIPLIB] NEOS Server Submission Instance coming from the NEOS Server with unknown application. 1.210311 4
gsvm2rl3 [MIPLIB] Toni Sorrell Suport vector machine with ramp loss. GSVM2-RL is the formulation found in Hess E. and Brooks P. (2015) paper, The Support Vector Machine and Mixed Integer Linear Programming: Ramp Loss SVM with L1-Norm Regularization 1.240220 5
MIPLIB Top 5 buildingenergy [MIPLIB] Kristopher A. Pruitt Model to determine the minimum cost design and dispatch of a distributed generation system for a commercial building. First solved by Matteo Fischetti and Michele Monaci using a search procedure built on top of Cplex 12.2 (February 2012). Solved by Gurobi 4.6.1 (12 threads) in 1053 seconds (February 2012). 1.375046 46
neos-3754480-nidda [MIPLIB] Jeff Linderoth (None provided) 1.380409 52
dg012142 [MIPLIB] A. Miller Multilevel lot-sizing instance This instance was solved by using 256 cores of the distributed-memory supercomputer Fujitsu PRIMERGY RX200S5 (http://www.ism.ac.jp/computer_system/eng/sc/super.html). The problem was solved by ParaSCIP in approximately 43 hours. 1.568579 329
bts4-cta [MIPLIB] Jordi Castro Set of MILP instances of the CTA (Controlled Tabular Adjustment) problem, a method to protect statistical tabular data, belonging to the field of SDC (Statistical Disclosure Control). Raw data of instances are real or pseudo-real, provided by several National Statistical Agencies. We generated the CTA problem for these data. 1.692929 538
bg512142 [MIPLIB] A. Miller Multilevel lot-sizing instance. 1.738259 609


supportcase35: 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: neos-pseudoapplication-109 Model group: scp Model group: neos-pseudoapplication-74 Model group: supportvectormachine Model group: stein
Name neos-pseudoapplication-109 scp neos-pseudoapplication-74 supportvectormachine 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 / 1.501 2 / 1.518 3 / 1.536 4 / 1.545 5 / 1.666

Model Group Summary

The table below contains summary information for the five most similar model groups to supportcase35 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 neos-pseudoapplication-109 Jeff Linderoth (None provided) 1.501096 1
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 1.518047 2
neos-pseudoapplication-74 Jeff Linderoth (None provided) 1.535949 3
supportvectormachine Toni Sorrell Suport vector machine with ramp loss. GSVM2-RL is the formulation found in Hess E. and Brooks P. (2015) paper, The Support Vector Machine and Mixed Integer Linear Programming: Ramp Loss SVM with L1-Norm Regularization 1.544856 4
stein MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.666011 5