{"title":"平衡和/或树和线性阈值函数","authors":"Hervé Fournier, Danièle Gardy, Antoine Genitrini","doi":"10.1137/1.9781611972993.8","DOIUrl":null,"url":null,"abstract":"We consider random balanced Boolean formulas, built on the two connectives and and or, and a fixed number of variables. The probability distribution induced on Boolean functions is shown to have a limit when letting the depth of these formulas grow to infinity. By investigating how this limiting distribution depends on the two underlying probability distributions, over the connectives and over the Boolean variables, we prove that its support is made of linear threshold functions, and give the speed of convergence towards this limiting distribution.","PeriodicalId":340112,"journal":{"name":"Workshop on Analytic Algorithmics and Combinatorics","volume":"12 12","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Balanced And/Or Trees and Linear Threshold Functions\",\"authors\":\"Hervé Fournier, Danièle Gardy, Antoine Genitrini\",\"doi\":\"10.1137/1.9781611972993.8\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We consider random balanced Boolean formulas, built on the two connectives and and or, and a fixed number of variables. The probability distribution induced on Boolean functions is shown to have a limit when letting the depth of these formulas grow to infinity. By investigating how this limiting distribution depends on the two underlying probability distributions, over the connectives and over the Boolean variables, we prove that its support is made of linear threshold functions, and give the speed of convergence towards this limiting distribution.\",\"PeriodicalId\":340112,\"journal\":{\"name\":\"Workshop on Analytic Algorithmics and Combinatorics\",\"volume\":\"12 12\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2009-01-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Workshop on Analytic Algorithmics and Combinatorics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1137/1.9781611972993.8\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Workshop on Analytic Algorithmics and Combinatorics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1137/1.9781611972993.8","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Balanced And/Or Trees and Linear Threshold Functions
We consider random balanced Boolean formulas, built on the two connectives and and or, and a fixed number of variables. The probability distribution induced on Boolean functions is shown to have a limit when letting the depth of these formulas grow to infinity. By investigating how this limiting distribution depends on the two underlying probability distributions, over the connectives and over the Boolean variables, we prove that its support is made of linear threshold functions, and give the speed of convergence towards this limiting distribution.