{"id":357713,"date":"2017-01-25T13:11:31","date_gmt":"2017-01-25T21:11:31","guid":{"rendered":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/?post_type=msr-research-item&#038;p=357713"},"modified":"2018-10-16T20:00:28","modified_gmt":"2018-10-17T03:00:28","slug":"mixing-time-near-critical-random-graphs","status":"publish","type":"msr-research-item","link":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/publication\/mixing-time-near-critical-random-graphs\/","title":{"rendered":"Mixing Time Of Near-Critical Random Graphs"},"content":{"rendered":"<p>Let <span id=\"MathJax-Element-1-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-1\" class=\"math\"><span id=\"MathJax-Span-2\" class=\"mrow\"><span id=\"MathJax-Span-3\" class=\"msubsup\"><span id=\"MathJax-Span-4\" class=\"texatom\"><span id=\"MathJax-Span-5\" class=\"mrow\"><span id=\"MathJax-Span-6\" class=\"mi\">C<\/span><\/span><\/span><span id=\"MathJax-Span-7\" class=\"mn\">1<\/span><\/span><\/span><\/span><\/span> be the largest component of the Erd\\H{o}s&#8211;R\\'{e}nyi random graph <span id=\"MathJax-Element-2-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-8\" class=\"math\"><span id=\"MathJax-Span-9\" class=\"mrow\"><span id=\"MathJax-Span-10\" class=\"texatom\"><span id=\"MathJax-Span-11\" class=\"mrow\"><span id=\"MathJax-Span-12\" class=\"mi\">G<\/span><\/span><\/span><span id=\"MathJax-Span-13\" class=\"mo\">(<\/span><span id=\"MathJax-Span-14\" class=\"mi\">n<\/span><span id=\"MathJax-Span-15\" class=\"mo\">,<\/span><span id=\"MathJax-Span-16\" class=\"mi\">p<\/span><span id=\"MathJax-Span-17\" class=\"mo\">)<\/span><\/span><\/span><\/span>. The mixing time of random walk on <span id=\"MathJax-Element-3-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-18\" class=\"math\"><span id=\"MathJax-Span-19\" class=\"mrow\"><span id=\"MathJax-Span-20\" class=\"msubsup\"><span id=\"MathJax-Span-21\" class=\"texatom\"><span id=\"MathJax-Span-22\" class=\"mrow\"><span id=\"MathJax-Span-23\" class=\"mi\">C<\/span><\/span><\/span><span id=\"MathJax-Span-24\" class=\"mn\">1<\/span><\/span><\/span><\/span><\/span> in the strictly supercritical regime, <span id=\"MathJax-Element-4-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-25\" class=\"math\"><span id=\"MathJax-Span-26\" class=\"mrow\"><span id=\"MathJax-Span-27\" class=\"mi\">p<\/span><span id=\"MathJax-Span-28\" class=\"mo\">=<\/span><span id=\"MathJax-Span-29\" class=\"mi\">c<\/span><span id=\"MathJax-Span-30\" class=\"texatom\"><span id=\"MathJax-Span-31\" class=\"mrow\"><span id=\"MathJax-Span-32\" class=\"mo\">\/<\/span><\/span><\/span><span id=\"MathJax-Span-33\" class=\"mi\">n<\/span><\/span><\/span><\/span> with fixed <span id=\"MathJax-Element-5-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-34\" class=\"math\"><span id=\"MathJax-Span-35\" class=\"mrow\"><span id=\"MathJax-Span-36\" class=\"mi\">c<\/span><span id=\"MathJax-Span-37\" class=\"mo\">><\/span><span id=\"MathJax-Span-38\" class=\"mn\">1<\/span><\/span><\/span><\/span>, was shown to have order <span id=\"MathJax-Element-6-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-39\" class=\"math\"><span id=\"MathJax-Span-40\" class=\"mrow\"><span id=\"MathJax-Span-41\" class=\"msubsup\"><span id=\"MathJax-Span-42\" class=\"mi\">log<\/span><span id=\"MathJax-Span-43\" class=\"mn\">2<\/span><\/span><span id=\"MathJax-Span-44\" class=\"mo\"><\/span><span id=\"MathJax-Span-45\" class=\"mi\">n<\/span><\/span><\/span><\/span> by Fountoulakis and Reed, and independently by Benjamini, Kozma and Wormald. In the critical window, <span id=\"MathJax-Element-7-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-46\" class=\"math\"><span id=\"MathJax-Span-47\" class=\"mrow\"><span id=\"MathJax-Span-48\" class=\"mi\">p<\/span><span id=\"MathJax-Span-49\" class=\"mo\">=<\/span><span id=\"MathJax-Span-50\" class=\"mo\">(<\/span><span id=\"MathJax-Span-51\" class=\"mn\">1<\/span><span id=\"MathJax-Span-52\" class=\"mo\">+<\/span><span id=\"MathJax-Span-53\" class=\"mi\">\u03b5<\/span><span id=\"MathJax-Span-54\" class=\"mo\">)<\/span><span id=\"MathJax-Span-55\" class=\"texatom\"><span id=\"MathJax-Span-56\" class=\"mrow\"><span id=\"MathJax-Span-57\" class=\"mo\">\/<\/span><\/span><\/span><span id=\"MathJax-Span-58\" class=\"mi\">n<\/span><\/span><\/span><\/span> where <span id=\"MathJax-Element-8-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-59\" class=\"math\"><span id=\"MathJax-Span-60\" class=\"mrow\"><span id=\"MathJax-Span-61\" class=\"mi\">\u03bb<\/span><span id=\"MathJax-Span-62\" class=\"mo\">=<\/span><span id=\"MathJax-Span-63\" class=\"msubsup\"><span id=\"MathJax-Span-64\" class=\"mi\">\u03b5<\/span><span id=\"MathJax-Span-65\" class=\"mn\">3<\/span><\/span><span id=\"MathJax-Span-66\" class=\"mi\">n<\/span><\/span><\/span><\/span> is bounded, Nachmias and Peres proved that the mixing time on <span id=\"MathJax-Element-9-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-67\" class=\"math\"><span id=\"MathJax-Span-68\" class=\"mrow\"><span id=\"MathJax-Span-69\" class=\"msubsup\"><span id=\"MathJax-Span-70\" class=\"texatom\"><span id=\"MathJax-Span-71\" class=\"mrow\"><span id=\"MathJax-Span-72\" class=\"mi\">C<\/span><\/span><\/span><span id=\"MathJax-Span-73\" class=\"mn\">1<\/span><\/span><\/span><\/span><\/span> is of order <span id=\"MathJax-Element-10-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-74\" class=\"math\"><span id=\"MathJax-Span-75\" class=\"mrow\"><span id=\"MathJax-Span-76\" class=\"mi\">n<\/span><\/span><\/span><\/span>. However, it was unclear how to interpolate between these results, and estimate the mixing time as the giant component emerges from the critical window. Indeed, even the asymptotics of the diameter of <span id=\"MathJax-Element-11-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-77\" class=\"math\"><span id=\"MathJax-Span-78\" class=\"mrow\"><span id=\"MathJax-Span-79\" class=\"msubsup\"><span id=\"MathJax-Span-80\" class=\"texatom\"><span id=\"MathJax-Span-81\" class=\"mrow\"><span id=\"MathJax-Span-82\" class=\"mi\">C<\/span><\/span><\/span><span id=\"MathJax-Span-83\" class=\"mn\">1<\/span><\/span><\/span><\/span><\/span> in this regime were only recently obtained by Riordan and Wormald, as well as the present authors and Kim. In this paper, we show that for <span id=\"MathJax-Element-12-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-84\" class=\"math\"><span id=\"MathJax-Span-85\" class=\"mrow\"><span id=\"MathJax-Span-86\" class=\"mi\">p<\/span><span id=\"MathJax-Span-87\" class=\"mo\">=<\/span><span id=\"MathJax-Span-88\" class=\"mo\">(<\/span><span id=\"MathJax-Span-89\" class=\"mn\">1<\/span><span id=\"MathJax-Span-90\" class=\"mo\">+<\/span><span id=\"MathJax-Span-91\" class=\"mi\">\u03b5<\/span><span id=\"MathJax-Span-92\" class=\"mo\">)<\/span><span id=\"MathJax-Span-93\" class=\"texatom\"><span id=\"MathJax-Span-94\" class=\"mrow\"><span id=\"MathJax-Span-95\" class=\"mo\">\/<\/span><\/span><\/span><span id=\"MathJax-Span-96\" class=\"mi\">n<\/span><\/span><\/span><\/span> with <span id=\"MathJax-Element-13-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-97\" class=\"math\"><span id=\"MathJax-Span-98\" class=\"mrow\"><span id=\"MathJax-Span-99\" class=\"mi\">\u03bb<\/span><span id=\"MathJax-Span-100\" class=\"mo\">=<\/span><span id=\"MathJax-Span-101\" class=\"msubsup\"><span id=\"MathJax-Span-102\" class=\"mi\">\u03b5<\/span><span id=\"MathJax-Span-103\" class=\"mn\">3<\/span><\/span><span id=\"MathJax-Span-104\" class=\"mi\">n<\/span><span id=\"MathJax-Span-105\" class=\"mo\">\u2192<\/span><span id=\"MathJax-Span-106\" class=\"mi\">\u221e<\/span><\/span><\/span><\/span> and <span id=\"MathJax-Element-14-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-107\" class=\"math\"><span id=\"MathJax-Span-108\" class=\"mrow\"><span id=\"MathJax-Span-109\" class=\"mi\">\u03bb<\/span><span id=\"MathJax-Span-110\" class=\"mo\">=<\/span><span id=\"MathJax-Span-111\" class=\"mi\">o<\/span><span id=\"MathJax-Span-112\" class=\"mo\">(<\/span><span id=\"MathJax-Span-113\" class=\"mi\">n<\/span><span id=\"MathJax-Span-114\" class=\"mo\">)<\/span><\/span><\/span><\/span>, the mixing time on <span id=\"MathJax-Element-15-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-115\" class=\"math\"><span id=\"MathJax-Span-116\" class=\"mrow\"><span id=\"MathJax-Span-117\" class=\"msubsup\"><span id=\"MathJax-Span-118\" class=\"texatom\"><span id=\"MathJax-Span-119\" class=\"mrow\"><span id=\"MathJax-Span-120\" class=\"mi\">C<\/span><\/span><\/span><span id=\"MathJax-Span-121\" class=\"mn\">1<\/span><\/span><\/span><\/span><\/span> is with high probability of order <span id=\"MathJax-Element-16-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-122\" class=\"math\"><span id=\"MathJax-Span-123\" class=\"mrow\"><span id=\"MathJax-Span-124\" class=\"mo\">(<\/span><span id=\"MathJax-Span-125\" class=\"mi\">n<\/span><span id=\"MathJax-Span-126\" class=\"texatom\"><span id=\"MathJax-Span-127\" class=\"mrow\"><span id=\"MathJax-Span-128\" class=\"mo\">\/<\/span><\/span><\/span><span id=\"MathJax-Span-129\" class=\"mi\">\u03bb<\/span><span id=\"MathJax-Span-130\" class=\"mo\">)<\/span><span id=\"MathJax-Span-131\" class=\"msubsup\"><span id=\"MathJax-Span-132\" class=\"mi\">log<\/span><span id=\"MathJax-Span-133\" class=\"mn\">2<\/span><\/span><span id=\"MathJax-Span-134\" class=\"mo\"><\/span><span id=\"MathJax-Span-135\" class=\"mi\">\u03bb<\/span><\/span><\/span><\/span>. In addition, we show that this is the order of the largest mixing time over all components, both in the slightly supercritical and in the slightly subcritical regime [i.e., <span id=\"MathJax-Element-17-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-136\" class=\"math\"><span id=\"MathJax-Span-137\" class=\"mrow\"><span id=\"MathJax-Span-138\" class=\"mi\">p<\/span><span id=\"MathJax-Span-139\" class=\"mo\">=<\/span><span id=\"MathJax-Span-140\" class=\"mo\">(<\/span><span id=\"MathJax-Span-141\" class=\"mn\">1<\/span><span id=\"MathJax-Span-142\" class=\"mo\">\u2212<\/span><span id=\"MathJax-Span-143\" class=\"mi\">\u03b5<\/span><span id=\"MathJax-Span-144\" class=\"mo\">)<\/span><span id=\"MathJax-Span-145\" class=\"texatom\"><span id=\"MathJax-Span-146\" class=\"mrow\"><span id=\"MathJax-Span-147\" class=\"mo\">\/<\/span><\/span><\/span><span id=\"MathJax-Span-148\" class=\"mi\">n<\/span><\/span><\/span><\/span> with <span id=\"MathJax-Element-18-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-149\" class=\"math\"><span id=\"MathJax-Span-150\" class=\"mrow\"><span id=\"MathJax-Span-151\" class=\"mi\">\u03bb<\/span><\/span><\/span><\/span> as above].<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Let C1 be the largest component of the Erd\\H{o}s&#8211;R\\'{e}nyi random graph G(n,p). The mixing time of random walk on C1 in the strictly supercritical regime, p=c\/n with fixed c>1, was shown to have order log2n by Fountoulakis and Reed, and independently by Benjamini, Kozma and Wormald. In the critical window, p=(1+\u03b5)\/n where \u03bb=\u03b53n is bounded, [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_publishername":"Institute of Mathematical Statistics","msr_publisher_other":"","msr_booktitle":"","msr_chapter":"","msr_edition":"","msr_editors":"","msr_how_published":"","msr_isbn":"","msr_issue":"","msr_journal":"The Annals of 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