Christoph Berkholz, Moritz Lichter, Harry Vinall-Smeeth
{"title":"图形同构的超临界大小-宽度树状分辨率权衡","authors":"Christoph Berkholz, Moritz Lichter, Harry Vinall-Smeeth","doi":"arxiv-2407.17947","DOIUrl":null,"url":null,"abstract":"We study the refutation complexity of graph isomorphism in the tree-like\nresolution calculus. Tor\\'an and W\\\"orz (TOCL 2023) showed that there is a\nresolution refutation of narrow width $k$ for two graphs if and only if they\ncan be distinguished in ($k+1$)-variable first-order logic (FO$^{k+1}$) and\nhence by a count-free variant of the $k$-dimensional Weisfeiler-Leman\nalgorithm. While DAG-like narrow width $k$ resolution refutations have size at\nmost $n^k$, tree-like refutations may be much larger. We show that there are\ngraphs of order n, whose isomorphism can be refuted in narrow width $k$ but\nonly in tree-like size $2^{\\Omega(n^{k/2})}$. This is a supercritical trade-off\nwhere bounding one parameter (the narrow width) causes the other parameter (the\nsize) to grow above its worst case. The size lower bound is super-exponential\nin the formula size and improves a related supercritical width versus tree-like\nsize trade-off by Razborov (JACM 2016). To prove our result, we develop a new\nvariant of the $k$-pebble EF-game for FO$^k$ to reason about tree-like\nrefutation size in a similar way as the Prover-Delayer games in proof\ncomplexity. We analyze this game on a modified variant of the compressed CFI\ngraphs introduced by Grohe, Lichter, Neuen, and Schweitzer (FOCS 2023). Using a\nrecent improved robust compressed CFI construction of Janett, Nordstr\\\"om, and\nPang (unpublished manuscript), we obtain a similar bound for width $k$ (instead\nof the stronger but less common narrow width) and make the result more robust.","PeriodicalId":501208,"journal":{"name":"arXiv - CS - Logic in Computer Science","volume":"43 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Supercritical Size-Width Tree-Like Resolution Trade-Offs for Graph Isomorphism\",\"authors\":\"Christoph Berkholz, Moritz Lichter, Harry Vinall-Smeeth\",\"doi\":\"arxiv-2407.17947\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We study the refutation complexity of graph isomorphism in the tree-like\\nresolution calculus. Tor\\\\'an and W\\\\\\\"orz (TOCL 2023) showed that there is a\\nresolution refutation of narrow width $k$ for two graphs if and only if they\\ncan be distinguished in ($k+1$)-variable first-order logic (FO$^{k+1}$) and\\nhence by a count-free variant of the $k$-dimensional Weisfeiler-Leman\\nalgorithm. While DAG-like narrow width $k$ resolution refutations have size at\\nmost $n^k$, tree-like refutations may be much larger. We show that there are\\ngraphs of order n, whose isomorphism can be refuted in narrow width $k$ but\\nonly in tree-like size $2^{\\\\Omega(n^{k/2})}$. This is a supercritical trade-off\\nwhere bounding one parameter (the narrow width) causes the other parameter (the\\nsize) to grow above its worst case. The size lower bound is super-exponential\\nin the formula size and improves a related supercritical width versus tree-like\\nsize trade-off by Razborov (JACM 2016). To prove our result, we develop a new\\nvariant of the $k$-pebble EF-game for FO$^k$ to reason about tree-like\\nrefutation size in a similar way as the Prover-Delayer games in proof\\ncomplexity. We analyze this game on a modified variant of the compressed CFI\\ngraphs introduced by Grohe, Lichter, Neuen, and Schweitzer (FOCS 2023). Using a\\nrecent improved robust compressed CFI construction of Janett, Nordstr\\\\\\\"om, and\\nPang (unpublished manuscript), we obtain a similar bound for width $k$ (instead\\nof the stronger but less common narrow width) and make the result more robust.\",\"PeriodicalId\":501208,\"journal\":{\"name\":\"arXiv - CS - Logic in Computer Science\",\"volume\":\"43 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-07-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Logic in Computer Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2407.17947\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Logic in Computer Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2407.17947","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Supercritical Size-Width Tree-Like Resolution Trade-Offs for Graph Isomorphism
We study the refutation complexity of graph isomorphism in the tree-like
resolution calculus. Tor\'an and W\"orz (TOCL 2023) showed that there is a
resolution refutation of narrow width $k$ for two graphs if and only if they
can be distinguished in ($k+1$)-variable first-order logic (FO$^{k+1}$) and
hence by a count-free variant of the $k$-dimensional Weisfeiler-Leman
algorithm. While DAG-like narrow width $k$ resolution refutations have size at
most $n^k$, tree-like refutations may be much larger. We show that there are
graphs of order n, whose isomorphism can be refuted in narrow width $k$ but
only in tree-like size $2^{\Omega(n^{k/2})}$. This is a supercritical trade-off
where bounding one parameter (the narrow width) causes the other parameter (the
size) to grow above its worst case. The size lower bound is super-exponential
in the formula size and improves a related supercritical width versus tree-like
size trade-off by Razborov (JACM 2016). To prove our result, we develop a new
variant of the $k$-pebble EF-game for FO$^k$ to reason about tree-like
refutation size in a similar way as the Prover-Delayer games in proof
complexity. We analyze this game on a modified variant of the compressed CFI
graphs introduced by Grohe, Lichter, Neuen, and Schweitzer (FOCS 2023). Using a
recent improved robust compressed CFI construction of Janett, Nordstr\"om, and
Pang (unpublished manuscript), we obtain a similar bound for width $k$ (instead
of the stronger but less common narrow width) and make the result more robust.