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「どうぶつしょうぎ名人」として @mametter さんが「どうぶつしょうぎ」の後手の必勝戦略を実装する際に、覚える盤面の最小化を0-1整数計画問題としてMIPソルバを使って解いていましたが、許可を得てその問題を MIPLIB 2024 に投稿しました。 github.com/msakai/dobutsu-sh…

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MIPLIB 2024 submissions open: miplibsubmissions.zib.de/ Submit all instances you can share! Closes: 30.11.2024 Restrictions: Mixed-integer linear programs (includes integer programs indicator / SOS constraints).

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開発チームが “ZIBが落ちたから退勤”と何かと思ったらmiplibなどアクセス出来なくなってた
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23 Dec 2023
Seems they pulled it back, I can't seem to find it in the MIPLIB results anymore, but the paper is still there : arxiv.org/pdf/2312.13527.pdf

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Replying to @MrBoJensen
parameters may impact more than previously imagined. Cbc was also once accelerated by more than 1200 times on some MIPLIB instances with parameter tuning (arxiv.230708085)
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早速 @termoshtt が開発してくれた内容がリリースされました!MIPLIBからのデータロード機能です!簡単に数理最適化の実験やベンチマークを試すことができるようになりました!
🚀JijZept最新のアップデートをお知らせします! JijModelingを使って、MIPLIBデータセットを簡単にロードし、実験できるようになりました。 これを機にぜひインストールしてください! #Jij #JijZept #JijModeling documentation.jijzept.com/bl…
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🚀JijZept最新のアップデートをお知らせします! JijModelingを使って、MIPLIBデータセットを簡単にロードし、実験できるようになりました。 これを機にぜひインストールしてください! #Jij #JijZept #JijModeling documentation.jijzept.com/bl…
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23 Oct 2023
Excited to announce our latest update! Now effortlessly load and experiment with MIPLIB datasets using JijModeling. A stellar feature, even as a standalone MIPLIB loader. Update now! #JijModeling #JijZept documentation.jijzept.com/bl…

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Hey @gurobi, what about running a variant of “myth busters” called “MIPLIB busters” with your one and only @Ed_Klotz starring it? 🥤🍿🎥 #mip2023 #orms #MonarchsOfMIP
Replying to @thserra
Walter could not ignore @Ed_Klotz’s comments regarding (indirect) constant terms in the objective function producing misleading results about the gap closed
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9 Sep 2022
In the MIPLIB 2010 paper, we reported that the virtual best (incl. CPLEX and Xpress) was a factor >2 faster than the individual ones. I'd say that current MINLP solvers use more different approaches and are more specialized, which benefits the virtual best, as the factor 5 shows.
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9 Sep 2022
Replying to @ambrosgleixner
I guess the virtual best for MIPLIB suffers from CPLEX, Xpress and SAS OR not being benchmarked by Hans anymore. In the MINLP comparison, there are 3 other solvers within a factor of 2.5 to SCIP; for MIPLIB, only COPT is that close and the next one already has a factor of ~8.
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3 Sep 2022
MIPLIB 2017の純整数計画インスタンスに対する適用結果(計算時間:10分)はこちらです。 snowberryfield.github.io/pri… snowberryfield.github.io/pri… Benchmark Setの全実行可能インスタンスに対して、どれも10分以内で実行可能解を発見できる程度の性能が目標なのですが、なかなか厳しそうなものも数問…。
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Feasible solutions for half of the MIPLIB 2017 instances in few seconds and for almost 80% if given more time!
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15 Apr 2022
個人的には,ベンチマークサイトが整備されると良いかなとは思ってます.MIPLIBのメタヒューリスティクス版ですかね.
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31 Mar 2022
Gurobi が使えるようになったので,MIPLIB 2017 (miplib.zib.de/) にあるインスタンス "30n20b8" (miplib.zib.de/instance_detai…) を解いてみました.爆速でした.

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Replying to @LarrySnyder610
The "enlight" instances from MIPLIB model a combinatorial game. Adrian Zymolka created them when he played this game. These triggered an interesting MIP presolve reduction in commercial solvers that applies to... the enlight models and not much more.
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The neural solver learns even on single problem instances, improving the best known solutions to three open MIPLIB problems. Milo-v12-6-r1-75-1: dpmd.ai/milo-v12-6-r1-75-1 Neos-1420790: dpmd.ai/neos-1420790 xmas10-2: dpmd.ai/xmas10-2 (3/)
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1/3 Mathematical Programming Computation online-first article: "MIPLIB 2017: data-driven compilation of the 6th mixed-integer programming library" by... deep breath... A. Gleixner (@ambrosgleixner), G. Hendel, G. Gamrath (@geraldgamrath), T. Achterberg, M. Bastubbe (@mbastubbe),
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Final version of the MIPLIB 2017 paper now published at Mathematical Programming Computation: 16 authors, 11 affiliations, 8 solvers, 1 library at link.springer.com/article/10… ! #miplib #orms

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This looks interesting, but to claim you beat SCIP you need to beat it on full MIPLIB, not a selected subset ;)
Solving Mixed Integer Programs Using Neural Networks The first learning-based method to substantially outperform SCIP (a mixed interger program solver) on various large-scale real-world application datasets. arxiv.org/pdf/2012.13349
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