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Add JIJ submissions for MIS#15

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Add JIJ submissions for MIS#15
ksk-jij wants to merge 2 commits into
ZIB-AOPT:mainfrom
ksk-jij:submission

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@ksk-jij

@ksk-jij ksk-jij commented Jul 9, 2026

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Summary

Maximum Independent Set (MIS) submissions from JIJ Inc. for the 07-independentset benchmark.

@mlschicker

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Hi @ksk-jij ,

thank you for your submission.
All automatic tests pass.

The CPU times seem very long.

Can you describe your method in more detail please?
As you mention in the method that the manuscript is still in preparation:
Do you know when it will be ready?
I would like to include a thorough description of the method here.

Thank you!

Best,
Max

@mlschicker mlschicker self-assigned this Jul 10, 2026
@ksk-jij

ksk-jij commented Jul 17, 2026

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Hi @mlschicker ,

Thank you for checking our submission. We've just updated the reference section accordingly. Please have a look at your convenience.

Kind regards,
Keisuke

@@ -0,0 +1,2 @@
Problem,Submitter,Affiliation,Date,Reference,Best Objective Value,Optimality Bound,Modeling Approach,# Decision Variables,# Binary Variables,# Integer Variables,# Continuous Variables,# Non-Zero Coefficients,Coefficients Type,Coefficients Range,Workflow,Algorithm Type,Paradigm,# Runs,# Feasible Runs,# Successful Runs,Success Threshold,Hardware Specifications,Total Runtime,Time to Solution,CPU Runtime,GPU Runtime,QPU Runtime,Other HW Runtime,Remarks
c-fat200-1,"Keisuke Sato, Hiromichi Matsuyama, Yuichiro Nakano, Kohji Nishimura, Yu Yamashiro","JIJ, JIJ, JIJ, JIJ, JIJ",2026-07-09,https://www.j-ij.com/. The algorithm builds on the SQOA framework (https://ieeexplore.ieee.org/document/11250318) with pre- and post-processing.,18,N/A,QUBO,200,200,0,0,1734,integer,-2 / 1,"JIJSQOASolver, which is under review for Qiskit Functions Catalog",Stochastic,Quantum and classical Hardware,10,10,1,0,"IBM Quantum backend(s): ibm_boston, Local CPU: MacBook Pro, Apple M4, 16GB.",7.49,N/A,2.49,0.0,5.0,N/A,Runtime is in seconds. Runtimes are averaged over runs. This solver is under the process to launch on Qiskit Functions Catalog.

@HuangJunye HuangJunye Jul 20, 2026

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Suggested change
c-fat200-1,"Keisuke Sato, Hiromichi Matsuyama, Yuichiro Nakano, Kohji Nishimura, Yu Yamashiro","JIJ, JIJ, JIJ, JIJ, JIJ",2026-07-09,https://www.j-ij.com/. The algorithm builds on the SQOA framework (https://ieeexplore.ieee.org/document/11250318) with pre- and post-processing.,18,N/A,QUBO,200,200,0,0,1734,integer,-2 / 1,"JIJSQOASolver, which is under review for Qiskit Functions Catalog",Stochastic,Quantum and classical Hardware,10,10,1,0,"IBM Quantum backend(s): ibm_boston, Local CPU: MacBook Pro, Apple M4, 16GB.",7.49,N/A,2.49,0.0,5.0,N/A,Runtime is in seconds. Runtimes are averaged over runs. This solver is under the process to launch on Qiskit Functions Catalog.
c-fat200-1,"Keisuke Sato, Hiromichi Matsuyama, Yuichiro Nakano, Kohji Nishimura, Yu Yamashiro","JIJ, JIJ, JIJ, JIJ, JIJ",2026-07-09,https://www.j-ij.com/. The algorithm builds on the SQOA framework (https://ieeexplore.ieee.org/document/11250318) with pre- and post-processing.,18,N/A,QUBO,200,200,0,0,1534,integer,-2 / 1,"JIJSQOASolver, which is under review for Qiskit Functions Catalog",Stochastic,Quantum and classical Hardware,10,10,1,0,"IBM Quantum backend(s): ibm_boston, Local CPU: MacBook Pro, Apple M4, 16GB.",7.49,N/A,2.49,0.0,5.0,N/A,Runtime is in seconds. Runtimes are averaged over runs. This solver is under the process to launch on Qiskit Functions Catalog.

Spotted this discrepency while reviewing. This instance should have 1534 coefficients, corresponding to the number of edges if I am not mistaken.

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Perhaps this is not 1:1 correspondence.

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Hi @HuangJunye ,

what is written is correct in this case.
The number on non-zero coefficients in the basic QUBO formulation for MIS is exactly |V| + |E|.
(cf. https://github.com/ZIB-AOPT/QOBLIB/tree/main/07-independentset/models/binary_unconstrained)
In this specific case: 200 + 1534 = 1734.
So everything checks out.

Best,
Max

@mlschicker

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Hi @ksk-jij ,

the submission looks good!

Can you confirm that you have used the standard QUBO formulation for MIS with P = 2?
(Addressing @HuangJunye 's comment)

Best,
Max

@ksk-jij

ksk-jij commented Jul 21, 2026

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Hi @mlschicker and @HuangJunye ,

Thank you for reviewing our submission!

Yes, we used the standard QUBO formulation for MIS (the same as Model in https://github.com/ZIB-AOPT/QOBLIB/tree/main/07-independentset/models/binary_unconstrained) with the penalty coefficient 2.

Kind regards,
Keisuke

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