{"id":358757,"date":"2017-01-27T10:43:50","date_gmt":"2017-01-27T18:43:50","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&#038;p=358757"},"modified":"2018-10-16T20:03:05","modified_gmt":"2018-10-17T03:03:05","slug":"large-disc-covered-random-walk-n-steps","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/large-disc-covered-random-walk-n-steps\/","title":{"rendered":"How Large A Disc Is Covered By A Random Walk In N Steps?"},"content":{"rendered":"<p>We show that the largest disc covered by a simple random walk (SRW) on <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\">Z<\/span><\/span><\/span><span id=\"MathJax-Span-7\" class=\"mn\">2<\/span><\/span><\/span><\/span><\/span> after n steps has radius n^{1\/4+o(1)}, thus resolving an open problem of R\\'{e}v\\'{e}sz [Random Walk in Random and Non-Random Environments (1990) World Scientific, Teaneck, NJ]. For any fixed <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=\"mi\">\u2113<\/span><\/span><\/span><\/span>, the largest disc completely covered at least <span id=\"MathJax-Element-3-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-11\" class=\"math\"><span id=\"MathJax-Span-12\" class=\"mrow\"><span id=\"MathJax-Span-13\" class=\"mi\">\u2113<\/span><\/span><\/span><\/span> times by the SRW also has radius n^{1\/4+o(1)}. However, the largest disc completely covered by each of <span id=\"MathJax-Element-4-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-14\" class=\"math\"><span id=\"MathJax-Span-15\" class=\"mrow\"><span id=\"MathJax-Span-16\" class=\"mi\">\u2113<\/span><\/span><\/span><\/span> independent simple random walks on <span id=\"MathJax-Element-5-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-17\" class=\"math\"><span id=\"MathJax-Span-18\" class=\"mrow\"><span id=\"MathJax-Span-19\" class=\"msubsup\"><span id=\"MathJax-Span-20\" class=\"texatom\"><span id=\"MathJax-Span-21\" class=\"mrow\"><span id=\"MathJax-Span-22\" class=\"mi\">Z<\/span><\/span><\/span><span id=\"MathJax-Span-23\" class=\"mn\">2<\/span><\/span><\/span><\/span><\/span> after <span id=\"MathJax-Element-6-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-24\" class=\"math\"><span id=\"MathJax-Span-25\" class=\"mrow\"><span id=\"MathJax-Span-26\" class=\"mi\">n<\/span><\/span><\/span><\/span> steps is only of radius <span id=\"MathJax-Element-7-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-27\" class=\"math\"><span id=\"MathJax-Span-28\" class=\"mrow\"><span id=\"MathJax-Span-29\" class=\"msubsup\"><span id=\"MathJax-Span-30\" class=\"mi\">n<\/span><span id=\"MathJax-Span-31\" class=\"texatom\"><span id=\"MathJax-Span-32\" class=\"mrow\"><span id=\"MathJax-Span-33\" class=\"mn\">1<\/span><span id=\"MathJax-Span-34\" class=\"texatom\"><span id=\"MathJax-Span-35\" class=\"mrow\"><span id=\"MathJax-Span-36\" class=\"mo\">\/<\/span><\/span><\/span><span id=\"MathJax-Span-37\" class=\"mo\">(<\/span><span id=\"MathJax-Span-38\" class=\"mn\">2<\/span><span id=\"MathJax-Span-39\" class=\"mo\">+<\/span><span id=\"MathJax-Span-40\" class=\"mn\">2<\/span><span id=\"MathJax-Span-41\" class=\"msqrt\"><span id=\"MathJax-Span-42\" class=\"mrow\"><span id=\"MathJax-Span-43\" class=\"mi\">\u2113<\/span><\/span>\u221a<\/span><span id=\"MathJax-Span-44\" class=\"mo\">)<\/span><span id=\"MathJax-Span-45\" class=\"mo\">+<\/span><span id=\"MathJax-Span-46\" class=\"mi\">o<\/span><span id=\"MathJax-Span-47\" class=\"mo\">(<\/span><span id=\"MathJax-Span-48\" class=\"mn\">1<\/span><span id=\"MathJax-Span-49\" class=\"mo\">)<\/span><\/span><\/span><\/span><\/span><\/span><\/span>. We complement this by showing that the radius of the largest disc completely covered at least a fixed fraction <span id=\"MathJax-Element-8-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-50\" class=\"math\"><span id=\"MathJax-Span-51\" class=\"mrow\"><span id=\"MathJax-Span-52\" class=\"mi\">\u03b1<\/span><\/span><\/span><\/span> of the maximum number of visits to any site during the first <span id=\"MathJax-Element-9-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-53\" class=\"math\"><span id=\"MathJax-Span-54\" class=\"mrow\"><span id=\"MathJax-Span-55\" class=\"mi\">n<\/span><\/span><\/span><\/span> steps of the SRW on <span id=\"MathJax-Element-10-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-56\" class=\"math\"><span id=\"MathJax-Span-57\" class=\"mrow\"><span id=\"MathJax-Span-58\" class=\"msubsup\"><span id=\"MathJax-Span-59\" class=\"texatom\"><span id=\"MathJax-Span-60\" class=\"mrow\"><span id=\"MathJax-Span-61\" class=\"mi\">Z<\/span><\/span><\/span><span id=\"MathJax-Span-62\" class=\"mn\">2<\/span><\/span><\/span><\/span><\/span>, is <span id=\"MathJax-Element-11-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-63\" class=\"math\"><span id=\"MathJax-Span-64\" class=\"mrow\"><span id=\"MathJax-Span-65\" class=\"msubsup\"><span id=\"MathJax-Span-66\" class=\"mi\">n<\/span><span id=\"MathJax-Span-67\" class=\"texatom\"><span id=\"MathJax-Span-68\" class=\"mrow\"><span id=\"MathJax-Span-69\" class=\"mo\">(<\/span><span id=\"MathJax-Span-70\" class=\"mn\">1<\/span><span id=\"MathJax-Span-71\" class=\"mo\">\u2212<\/span><span id=\"MathJax-Span-72\" class=\"msqrt\"><span id=\"MathJax-Span-73\" class=\"mrow\"><span id=\"MathJax-Span-74\" class=\"mi\">\u03b1<\/span><\/span>\u221a<\/span><span id=\"MathJax-Span-75\" class=\"mo\">)<\/span><span id=\"MathJax-Span-76\" class=\"texatom\"><span id=\"MathJax-Span-77\" class=\"mrow\"><span id=\"MathJax-Span-78\" class=\"mo\">\/<\/span><\/span><\/span><span id=\"MathJax-Span-79\" class=\"mn\">4<\/span><span id=\"MathJax-Span-80\" class=\"mo\">+<\/span><span id=\"MathJax-Span-81\" class=\"mi\">o<\/span><span id=\"MathJax-Span-82\" class=\"mo\">(<\/span><span id=\"MathJax-Span-83\" class=\"mn\">1<\/span><span id=\"MathJax-Span-84\" class=\"mo\">)<\/span><\/span><\/span><\/span><\/span><\/span><\/span>. We also show that almost surely, for infinitely many values of <span id=\"MathJax-Element-12-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-85\" class=\"math\"><span id=\"MathJax-Span-86\" class=\"mrow\"><span id=\"MathJax-Span-87\" class=\"mi\">n<\/span><\/span><\/span><\/span> it takes about <span id=\"MathJax-Element-13-Frame\" class=\"MathJax\" tabindex=\"0\"><span id=\"MathJax-Span-88\" class=\"math\"><span id=\"MathJax-Span-89\" class=\"mrow\"><span id=\"MathJax-Span-90\" class=\"msubsup\"><span id=\"MathJax-Span-91\" class=\"mi\">n<\/span><span id=\"MathJax-Span-92\" class=\"texatom\"><span id=\"MathJax-Span-93\" class=\"mrow\"><span id=\"MathJax-Span-94\" class=\"mn\">1<\/span><span id=\"MathJax-Span-95\" class=\"texatom\"><span id=\"MathJax-Span-96\" class=\"mrow\"><span id=\"MathJax-Span-97\" class=\"mo\">\/<\/span><\/span><\/span><span id=\"MathJax-Span-98\" class=\"mn\">2<\/span><span id=\"MathJax-Span-99\" class=\"mo\">+<\/span><span id=\"MathJax-Span-100\" class=\"mi\">o<\/span><span id=\"MathJax-Span-101\" class=\"mo\">(<\/span><span id=\"MathJax-Span-102\" class=\"mn\">1<\/span><span id=\"MathJax-Span-103\" class=\"mo\">)<\/span><\/span><\/span><\/span><\/span><\/span><\/span> steps after step n for the SRW to reach the first previously unvisited site (and the exponent 1\/2 is sharp). This resolves a problem raised by R\\'{e}v\\'{e}sz [Ann. Probab. 21 (1993) 318&#8211;328].<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We show that the largest disc covered by a simple random walk (SRW) on Z2 after n steps has radius n^{1\/4+o(1)}, thus resolving an open problem of R\\'{e}v\\'{e}sz [Random Walk in Random and Non-Random Environments (1990) World Scientific, Teaneck, NJ]. For any fixed \u2113, the largest disc completely covered at least \u2113 times by the [&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":"","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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