s1234: Instance-to-Instance Comparison Results

Type: Instance
Submitter: Siwei Sun
Description: These models come from my cryptographic research and are used to search for the best differential characteristics of the round-reduced versions of the block cipher Serpent with the mixed-integer programming technique. For all the models, including S1234.lp, S56701.lp, S456701.lp, I have found a feasible solution in the corresponding mst file. The challenge is that can we find better solutions or can we find the best solutions.
MIPLIB Entry

Parent Instance (s1234)

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

s1234 Raw s1234 Decomposed s1234 Composite of MIC top 5 s1234 Composite of MIPLIB top 5 s1234 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-3072252-nete decomposed glass4 decomposed neos-1425699 decomposed vpphard2 decomposed supportcase31 decomposed
Name neos-3072252-nete [MIPLIB] glass4 [MIPLIB] neos-1425699 [MIPLIB] vpphard2 [MIPLIB] supportcase31 [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 / 0.942 2 / 0.947 3 / 1.014 4 / 1.021 5 / 1.025
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIC top 5.
neos-3072252-nete raw glass4 raw neos-1425699 raw vpphard2 raw supportcase31 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-2075418-temuka decomposed supportcase4 decomposed bnatt400 decomposed bnatt500 decomposed circ10-3 decomposed
Name neos-2075418-temuka [MIPLIB] supportcase4 [MIPLIB] bnatt400 [MIPLIB] bnatt500 [MIPLIB] circ10-3 [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.
145 / 1.193 352 / 1.392 586 / 1.607 600 / 1.625 825 / 2.100
Raw These images represent the CCM images in their raw forms (before any decomposition was applied) for the MIPLIB top 5.
neos-2075418-temuka raw supportcase4 raw bnatt400 raw bnatt500 raw circ10-3 raw

Instance Summary

The table below contains summary information for s1234, the five most similar instances to s1234 according to the MIC, and the five most similar instances to s1234 according to MIPLIB 2017.

INSTANCE SUBMITTER DESCRIPTION ISS RANK
Parent Instance s1234 [MIPLIB] Siwei Sun These models come from my cryptographic research and are used to search for the best differential characteristics of the round-reduced versions of the block cipher Serpent with the mixed-integer programming technique. For all the models, including S1234.lp, S56701.lp, S456701.lp, I have found a feasible solution in the corresponding mst file. The challenge is that can we find better solutions or can we find the best solutions. 0.000000 -
MIC Top 5 neos-3072252-nete [MIPLIB] Jeff Linderoth (None provided) 0.941543 1
glass4 [MIPLIB] I. Luzzi Nesting instance 0.946958 2
neos-1425699 [MIPLIB] NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.014129 3
vpphard2 [MIPLIB] C. Cardonha Vehicle positioning problem instance. Solved using CPLEX 12.4 in 43987 seconds (May 2012). Solved using Gurobi 5.6.2 in 124 seconds (May 2014).Solved using CPLEX 12.6 in 225 seconds (May 2014). 1.021406 4
supportcase31 [MIPLIB] Domenico Salvagnin Instance coming from IBM developerWorks forum with unknown application. 1.024581 5
MIPLIB Top 5 neos-2075418-temuka [MIPLIB] Hans Mittelmann Collection of anonymous submissions to the NEOS Server for Optimization 1.193330 145
supportcase4 [MIPLIB] Michael Winkler MIP instances collected from Gurobi forum with unknown application 1.392031 352
bnatt400 [MIPLIB] Tatsuya Akutsu Model to identify a singleton attractor in a Boolean network, applications in computational systems biology. Solved by SCIP 3.0 with SoPlex 1.7.0 in half an hour. A Intel Core2 Extreme CPU X9659 @3.00GHz was used. 1.606848 586
bnatt500 [MIPLIB] Tatsuya Akutsu We are submitting ILP data for identification of a singletonattractor in a Boolean newtork, which is a well-known problemin computational systems biology.This problem is known to be NP-hard and we developed a methodto transform an instance of the problem to an integer linearprogram (ILP).We used ILPs from artificially generated Boolean networks ofindegree 3.The size of the networks are: 350, 400, 500.Even for the case of 500, we could not find a solution within6 hours using CPLEX 11.2 on a PC with XEON 5470 3.33GHz CPU.(This ILP corresponds to the case of size=350.File format is (zipped) CPLEX LP format.)The details of the method appeared in:T. Akutsu, M. Hayashida and T. Tamura, Integer programming-basedmethods for attractor detection and control of Boolean networks,Proc. The combined 48th IEEE Conference on Decision and Controland 28th Chinese Control Conference (IEEE CDC/CCC 2009), 5610-5617, 2009. 1.625320 600
circ10-3 [MIPLIB] M. Winkler Instance from the 2010 SAT conference pseudo-Boolean competition 2.100492 825


s1234: Instance-to-Model Comparison Results

Model Group Assignment from MIPLIB: SiweiSun
Assigned Model Group Rank/ISS in the MIC: 1 / 0.0

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: SiweiSun Model group: neos-pseudoapplication-2 Model group: huefner Model group: neos-pseudoapplication-109 Model group: sp_product
Name SiweiSun neos-pseudoapplication-2 huefner neos-pseudoapplication-109 sp_product
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 / 0.000 2 / 1.511 3 / 1.523 4 / 1.564 5 / 1.569

Model Group Summary

The table below contains summary information for the five most similar model groups to s1234 according to the MIC.

MODEL GROUP SUBMITTER DESCRIPTION ISS RANK
MIC Top 5 SiweiSun Siwei Sun These models come from my cryptographic research and are used to search for the best differential characteristics of the round-reduced versions of the block cipher Serpent with the mixed-integer programming technique. For all the models, including S1234.lp, S56701.lp, S456701.lp, I have found a feasible solution in the corresponding mst file. The challenge is that can we find better solutions or can we find the best solutions. 0.000000 1
neos-pseudoapplication-2 NEOS Server Submission Imported from the MIPLIB2010 submissions. 1.510666 2
huefner Falk Hueffner The NP-hard Balanced Subgraph problem (variant of MaxCut) encoded as ILPs. Real-world models from two applications from bioinformatics, finding monotone subsystems in gene regulatory networks (http://dx.doi.org/10.1007/s10878-009-9212-2) and finding optimal layouts of tanglegrams (http://dx.doi.org/10.1007/978-3-642-11269-0). 1.523467 3
neos-pseudoapplication-109 Jeff Linderoth (None provided) 1.564276 4
sp_product MIPLIB submission pool Imported from the MIPLIB2010 submissions. 1.568644 5