{"id":1289,"date":"2023-05-08T21:10:02","date_gmt":"2023-05-08T13:10:02","guid":{"rendered":"https:\/\/blog.vanabel.cn\/?p=1289"},"modified":"2023-07-10T23:02:22","modified_gmt":"2023-07-10T15:02:22","slug":"gronwallbudengshijiqizaichangweifenfangchengjieguanyucanshudeguanghuayilaixingzhongdeyingyong","status":"publish","type":"post","link":"https:\/\/blog.vanabel.cn\/?p=1289","title":{"rendered":"Gr\u00f6nwall\u4e0d\u7b49\u5f0f\u53ca\u5176\u5728\u5e38\u5fae\u5206\u65b9\u7a0b\u89e3\u5173\u4e8e\u53c2\u6570\u7684\u5149\u6ed1\u4f9d\u8d56\u6027\u4e2d\u7684\u5e94\u7528"},"content":{"rendered":"<p><span class=\"latex_section\">1.&#x00A0;Gr\u00f6nwall\u4e0d\u7b49\u5f0f<a id=\"sec:1\"><\/a><\/span>\n\n<div class='latex_thm'><span class='latex_thm_h'>\u5b9a\u7406 1<\/span> (<span class='latex_thm_name'>Gr\u00f6nwall \u4e0d\u7b49\u5f0f<\/span>)<span class='latex_thm_h'>.<\/span> \u5047\u8bbe $u,v:[a,b]\\to\\mathbb{R}$ \u662f\u8fde\u7eed\u51fd\u6570, \u4e14 $u\\geq0$. \u5982\u679c<br \/>\n\\[<br \/>\nv(t)\\leq C+\\int_a^t v(s)u(s)\\rd s,\\quad t\\in [a,b],<br \/>\n\\]<br \/>\n\u8fd9\u91cc $C$ \u662f\u4e00\u4e2a\u5e38\u6570, \u90a3\u4e48<br \/>\n\\[<br \/>\nv(t)\\leq C\\exp\\left(<br \/>\n\\int_a^t u(s)\\rd s<br \/>\n\\right).<br \/>\n\\]<br \/>\n<\/div><!--more--><br \/>\n<div class='latex_proof'><span class='latex_proof_h'>\u8bc1\u660e<\/span><span class='latex_proof_h'>.<\/span> \u4ee4 $\\alpha(t)=C+\\int_a^t v(s)u(s)\\rd s$, $\\beta(t)=C\\exp\\left(\\int_a^t u(s)\\rd s\\right)$, \u5219 $\\alpha(a)=C=\\beta(a)$, \u4e14$$\\left(\\frac{\\alpha(t)}{\\beta(t)}\\right)^\\prime=\\frac{1}{\\beta^2(t)}(\\alpha^\\prime\\beta-\\alpha\\beta^\\prime)=\\frac{1}{\\beta^2(t)}(u v \\beta-\\alpha\\beta u )=\\frac{u}{\\beta}(v-\\alpha),$$ \u6ce8\u610f\u5230 $v-\\alpha\\leq 0$ \u4ee5\u53ca $\\alpha(a)\/\\beta(a)=1$, \u8fd9\u6837, \u82e5$C>0$ \u5219 $\\beta>0$, \u4ece\u800c $\\alpha\/\\beta\\leq 1$, \u5373 $\\alpha\\leq\\beta$; \u82e5 $C&lt;0$, \u5219 $\\beta&lt;0$, \u4ece\u800c $\\alpha\/\\beta\\geq 1$, \u6545\u4ecd\u6709 $\\alpha\\leq \\beta$. \u82e5 $C=0$, \u5219\u53ef\u4ee4 $C_n=1\/n$ \u5229\u7528\u524d\u9762\u7ed3\u679c\u5e76\u4ee4 $n\\to\\infty$ \u5f97\u5230 $v(t)\\leq 0$.<br \/>\n<\/div><\/p>\n<p>\u7279\u522b\u5730\uff0c\u82e5$u$\u662f\u4e00\u4e2a\u5927\u4e8e\u96f6\u7684\u5e38\u6570$K$, \u5219\u6211\u4eec\u5f97\u5230\u5982\u4e0b<br \/>\n<div class='latex_cor'><span class='latex_cor_h'>\u63a8\u8bba 2<\/span><span class='latex_cor_h'>.<\/span> \u5047\u8bbe$X(t)$\u662f$[t_0,T]$\u4e0a\u7684\u4e00\u4e2a\u975e\u8d1f\u8fde\u7eed\u5b9e\u51fd\u6570\uff0c \u82e5\u5b58\u5728\u5e38\u6570$C$\u4ee5\u53ca\u5e38\u6570$K>0$\u4f7f\u5f97<br \/>\n  \\[<br \/>\n    X(t)\\leq C+K\\int_{t_0}^tX(s)ds,<br \/>\n  \\]<br \/>\n  \u5728$t\\in[t_0,T]$\u4e0a\u6052\u6210\u7acb\uff0c\u5219<br \/>\n  \\[<br \/>\n    X(t)\\leq Ce^{K(t-t_0)},<br \/>\n  \\]<br \/>\n  \u5bf9\u4efb\u610f\u7684$t\\in[t_0,T]$\u90fd\u6210\u7acb\u3002<br \/>\n<\/div><br \/>\n<span class=\"latex_section\">2.&#x00A0;\u5e38\u5fae\u5206\u65b9\u7a0b\u4e2d\u89e3\u5173\u4e8e\u53c2\u6570\u7684\u8fde\u7eed\u4f9d\u8d56\u6027<a id=\"sec:2\"><\/a><\/span>\n\n<span class=\"latex_subsection\">2.1.&#x00A0;\u5e38\u5fae\u5206\u65b9\u7a0b\u7684\u521d\u503c\u95ee\u9898<a id=\"sec:2.1\"><\/a><\/span>\n\n\u8003\u5bdf\u5982\u4e0b\u7684\u5e38\u5fae\u5206\u65b9\u7a0b\u7684\u521d\u503c\u95ee\u9898:<br \/>\n\\begin{equation}<br \/>\n  \\begin{cases}<br \/>\n    \\begin{aligned}<br \/>\n      \\dot x&#038;=f(t,x),\\\\<br \/>\n      x(t_0)&#038;=a,<br \/>\n    \\end{aligned}<br \/>\n  \\end{cases}\\label{eq:ODE}<br \/>\n\\end{equation}<br \/>\n\u4ee5\u53ca\u5e26\u6709\u53c2\u6570\u7684\u5e38\u5fae\u5206\u65b9\u7a0b\u7684\u521d\u503c\u95ee\u9898\uff1a<br \/>\n\\begin{equation}<br \/>\n  \\begin{cases}<br \/>\n    \\begin{aligned}<br \/>\n      \\dot x&#038;=f(t,x,\\mu),\\\\<br \/>\n      x(t_0)&#038;=a,<br \/>\n    \\end{aligned}<br \/>\n  \\end{cases}\\label{eq:ODE-para}<br \/>\n\\end{equation}<br \/>\n\u8fd9\u91cc$\\mu\\in \\mathbb{R}^k$, $a\\in \\mathbb{R}^n$, $f(t,x),f(t,x,\\mu)$\u90fd\u662f\u4ece$[t_0,T]\\to\\mathbb{R}^n$\u7684\u8fde\u7eed\u51fd\u6570\u3002 <\/p>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u8bf4\u660e\u521d\u503c\u95ee\u9898\u4e2d\u7684\u521d\u503c$a$, \u53ef\u4ee5\u8f6c\u5316\u4e3a\u5e26\u53c2\u6570\u521d\u503c\u95ee\u9898\u4e2d\u7684\u53c2\u6570\uff08\u521d\u503c\u4e3a\u96f6\uff09\uff1a\u4e8b\u5b9e\u4e0a\uff0c\u7ed9\u5b9a\\eqref{eq:ODE}\u7684\u4e00\u4e2a\u89e3$x=x(t)$, \u6784\u9020\u65b0\u7684\u51fd\u6570$\\bar x(t):=x(t)-a$, \u4ee5\u53ca$\\bar f(t,\\bar x, a):=f(t, x)=f(t,\\bar x+a)$, \u5219<br \/>\n\\[<br \/>\n  \\begin{cases}<br \/>\n    \\dot{\\bar x}=\\dot x=f(t,x)=\\bar f(t,\\bar x, a)\\\\<br \/>\n    \\bar x(t_0)=x(t_0)-a=0,<br \/>\n  \\end{cases}<br \/>\n\\]<br \/>\n\u56e0\u6b64\u5b83\u53ef\u4ee5\u8f6c\u5316\u4e3a\\eqref{eq:ODE-para}\u7684\u4e00\u4e2a\u89e3, \u4e14$a$\u4e3a\u53c2\u6570\u3002<\/p>\n<p>\u53cd\u8fc7\u6765\uff0c\u82e5\u6709\\eqref{eq:ODE-para}\u7684\u4e00\u4e2a\u89e3$x=x(t)$, \u5219\u6211\u4eec\u53ef\u4ee5\u6784\u9020\u65b0\u7684\u51fd\u6570$\\tilde{x}(t):=(x(t), \\mu)\\in \\mathbb{R}^{n+k}$\u4ee5\u53ca$\\tilde{f}(t,\\tilde{x}):=(f(t,x,\\mu),0)$, \u4f7f\u5f97<br \/>\n\\[<br \/>\n  \\begin{cases}<br \/>\n    \\dot{\\tilde{x}}=(\\dot x,0)=(f(t,x,\\mu),0)=\\tilde{f}(t,\\tilde{x})\\\\<br \/>\n    \\dot{\\tilde{x}}(t_0)=(x(t_0),\\mu)=(a,\\mu).<br \/>\n  \\end{cases}<br \/>\n\\]<br \/>\n\u53ef\u89c1$\\tilde x$\u662f\u521d\u503c\u95ee\u9898\\eqref{eq:ODE}\u7684\u4e00\u4e2a\u89e3\uff0c\u800c\u4e14\u53c2\u6570$\\mu$\u662f\u521d\u503c\u7684\u4e00\u90e8\u5206\u3002<br \/>\n<span class=\"latex_subsection\">2.2.&#x00A0;\u89e3\u7684\u8fde\u7eed\u4f9d\u8d56\u6027<a id=\"sec:2.2\"><\/a><\/span>\n\n\u6b63\u662f\u7531\u4e8e\u4e0a\u8ff0\u5173\u7cfb\uff0c\u6211\u4eec\u53ea\u9700\u8981\u8ba8\u8bba\u5e38\u5fae\u5206\u65b9\u7a0b\u521d\u503c\u95ee\u9898\\eqref{eq:ODE-para}\u5173\u4e8e\u53c2\u6570$\\mu$\u7684\u8fde\u7eed\u4f9d\u8d56\u6027\u6216\u8005\u5149\u6ed1\u4f9d\u8d56\u6027\u3002<\/p>\n<p>\u56de\u5fc6\uff0c\u5bf9\u4e00\u4e2a\u5e26\u53c2\u6570\u7684\u51fd\u6570$f(t,t):[a,b]\\times\\Omega\\to \\mathbb{R}^n$, \u79f0$f(\\cdot,t)$\u662f\u5177\u6709Lipschtiz\u5e38\u6570$L$\u7684\u51fd\u6570\uff0c\u5982\u679c\u5bf9\u4efb\u610f\u7684$t\\in[a,b]$\u6052\u6709<br \/>\n\\[<br \/>\n  \\lvert f(x,t)-f(y,t) \\rvert\\leq L \\lvert x-y \\rvert,\\quad \\forall x,y\\in\\Omega.<br \/>\n\\]<\/p>\n<p>\u51fd\u6570$x=x(\\mu)$\u7684<span class=\"latex_em\">\u8fde\u7eed\u6a21<\/span>\u5b9a\u4e49\u4e3a\u8fde\u7eed\u9012\u589e\u51fd\u6570\u51fd\u6570$\\omega:[0,+\\infty]\\to[0,+\\infty]$, \u4f7f\u5f97$\\lim_{\\tau\\to0}\\omega(\\tau)=\\omega(0)=0$, \u800c\u4e14$\\lvert x(\\mu_1)-x(\\mu_2) \\rvert\\leq \\omega( \\lvert \\mu_1-\\mu_2 \\rvert)$. <\/p>\n<p><div class='latex_rmk'><span class='latex_rmk_h'>\u6ce8\u8bb0 1<\/span><span class='latex_rmk_h'>.<\/span> \u660e\u663e\u5730:<br \/>\n  <ul>  <li>\u5982\u679c\u4e00\u4e2a\u51fd\u6570\u5177\u6709\u8fde\u7eed\u6a21\u51fd\u6570$\\omega(t)=L t$, \u5219\u79f0\u4e3a$L$-Lipschtiz\u51fd\u6570\uff0c\u5373\u5177\u6709Lipschtiz\u5e38\u6570$L$\u7684\u51fd\u6570\uff1b<br \/>\n  <\/li><li>\u5982\u679c\u4e00\u4e2a\u51fd\u6570\u5177\u6709\u8fde\u7eed\u6a21\u51fd\u6570$\\omega(t)=L t^\\alpha$, \u5219\u662f$C^\\alpha$H\u00f6lder\u8fde\u7eed\u51fd\u6570\uff1b<br \/>\n  <\/li><li>\u5982\u679c\u4e00\u4e2a\u51fd\u6570\u5177\u6709\u8fde\u7eed\u6a21\u51fd\u6570$\\omega(t)=L t( \\lvert \\ln t \\rvert+1)$, \u5219\u79f0\u4e3a\u51e0\u4e4eLipschtiz\u51fd\u6570(almost Lipschitz function).<br \/>\n  <\/li><\/ul>\n<p><\/div><br \/>\n<span id='thm:3'><\/span><div class='latex_thm'><span class='latex_thm_h'>\u5b9a\u7406 3<\/span> (<span class='latex_thm_name'>\u8fde\u7eed\u4f9d\u8d56\u6027<\/span>)<span class='latex_thm_h'>.<\/span> \u8003\u5bdf\u5982\u4e0b\u7684\u4e24\u4e2a\u5177\u6709\u76f8\u540c\u521d\u503c\u7684\u5e26\u53c2\u6570\u7684\u5e38\u5fae\u5206\u65b9\u7a0b\u7ec4\uff1a<br \/>\n  \\[<br \/>\n    \\begin{cases}<br \/>\n      \\dot x_i=f(t,x_i,\\mu_i)\\\\<br \/>\n      x_i(t_0)=a.<br \/>\n    \\end{cases}<br \/>\n  \\]<br \/>\n  \u8fd9\u91cc\uff0c$x_i:[t_0-\\alpha,t_0+\\alpha]\\to \\mathbb{R}^n$, $f:\\Omega \\to \\mathbb{R}^n$, $\\Omega:=[t_0-\\alpha,t_0+\\alpha]\\times\\Omega_1\\times\\Omega_2\\subset \\mathbb{R} \\times \\mathbb{R}^n\\times\\mathbb{R}^k$, \u6ee1\u8db3\u5982\u4e0b\u6761\u4ef6\uff1a<br \/>\n  <ul>    <li>$f(t,\\cdot,\\mu)$\u662f\u5177\u6709Lipschitz\u5e38\u6570$L_1>0$\u7684\u51fd\u6570;<br \/>\n    <\/li><li>$f(t,x,\\cdot)$\u662f\u5177\u6709Lipschitz\u5e38\u6570$L_2>0$\u7684\u51fd\u6570;<br \/>\n  <\/li><\/ul>  \u5219\u6709<br \/>\n  \\[<br \/>\n      \\lvert x_1(t)-x_2(t) \\rvert\\leq   \\frac{L_2}{L_1}   \\lvert \\mu_1-\\mu_2 \\rvert \\left(e^{L_1   \\lvert t-t_0 \\rvert}-1\\right),\\quad<br \/>\n      \\forall t\\in [t_0-\\alpha,t_0+\\alpha].<br \/>\n  \\]<br \/>\n<\/div><\/p>\n<p><div class='latex_cor'><span class='latex_cor_h'>\u63a8\u8bba 4<\/span><span class='latex_cor_h'>.<\/span> \u7279\u522b\u5730,<br \/>\n  <ul>  <li>\u5047\u8bbe\\eqref{eq:ODE-para}\u4e2d\u7684\u51fd\u6570$f$\u5173\u4e8e$x,\\mu$\u90fd\u662fLipschitz\u8fde\u7eed\u7684\uff0c\u5219\u5b83\u7684\u89e3\u5173\u4e8e\u53c2\u6570$\\mu$\u662f\u8fde\u7eed\u7684\uff0c\u800c\u4e14\u5176\u8fde\u7eed\u6a21\u6307\u6570\u4f9d\u8d56\u4e8e$\\lvert t-t_0 \\rvert$;<br \/>\n  <\/li><li>\u7531\u4e8e\\eqref{eq:ODE}\u4e0e\\eqref{eq:ODE-para}\u7684\u7b49\u4ef7\u6027\uff0c\u6211\u4eec\u77e5\u9053\u5982\u679c\\eqref{eq:ODE}\u4e2d\u7684\u51fd\u6570$f$\u5173\u4e8e$x$\u662f$L$-Lipschtiz\u8fde\u7eed\u7684\uff0c\u8fd9\u4e5f\u662fPicard&#8211;Lindel\u00f6f\u5c40\u90e8\u5b58\u5728\u6027\u5b9a\u7406\u7684\u5047\u8bbe\u6761\u4ef6\uff0c\u5219\\eqref{eq:ODE}\u5173\u4e8e\u521d\u503c\u662f\u8fde\u7eed\u4f9d\u8d56\u7684\u3002\u4e14\u6b64\u65f6\uff0c\u5bf9\u4efb\u610f\u7684$t\\in[t_0-\\alpha,t_0+\\alpha]$, $x(t,\\mu_i)=x_i(t)$\u7684\u8fde\u7eed\u6a21\u51fd\u6570\u4e3a$\\omega(\\tau)=(e^{L(t-t_0)}-1)\\tau$.<br \/>\n  <\/li><\/ul><\/div><br \/>\n<a class='latex_ref' href=#thm:3>\u5b9a\u7406 3<\/a>\u7684\u8bc1\u660e\u4f9d\u8d56\u4e8e\u524d\u9762\u63d0\u5230\u7684Gr\u00f6nwall\u4e0d\u7b49\u5f0f\u3002<br \/>\n<div class='latex_proof'><span class='latex_proof_h'>\u8bc1\u660e<\/span> (<span class='latex_proof_name'><a class='latex_ref' href=#thm:3>\u5b9a\u7406 3<\/a>\u7684\u8bc1\u660e<\/span>)<span class='latex_proof_h'>.<\/span> \u5bf9\u4efb\u610f\u7684$t\\in[t_0-\\alpha,t_0+\\alpha]$, \u6211\u4eec\u6709<br \/>\n  \\begin{align*}<br \/>\n    \\lvert x_1(t)-x_2(t) \\rvert &#038;= \\left\\lvert \\int_{t_0}^t\\left( f(s,x_1(s),\\mu_1)-f(s,x_2(s),\\mu_2) \\right)ds \\right\\rvert\\\\<br \/>\n\t\t\t\t&#038;\\leq\\int_{t_0}^t \\lvert f(s,x_1(s),\\mu_1)-f(s,x_2(s),\\mu_2) \\rvert ds\\\\<br \/>\n\t\t\t\t&#038;\\leq\\int_{t_0}^t \\lvert f(s,x_1(s),\\mu_1)-f(s,x_1(s),\\mu_2) \\rvert ds+ \\int_{t_0}^t\\lvert f(s,x_1(s),\\mu_2)-f(s,x_2(s),\\mu_2) \\rvert ds\\\\<br \/>\n\t\t\t\t&#038;\\leq \\int_{t_0}^t \\left( L_2\\lvert \\mu_1-\\mu_2 \\rvert + L_1\\lvert x_1(s)-x_2(s) \\rvert\\right) ds.<br \/>\n  \\end{align*}<br \/>\n  \u73b0\u5728\uff0c\u82e5\u4ee4<br \/>\n  \\[<br \/>\n    X(t)=L_2\\lvert \\mu_1-\\mu_2 \\rvert + L_1\\lvert x_1(t)-x_2(t) \\rvert,<br \/>\n  \\]<br \/>\n  \u5219\u4e0a\u9762\u7684\u8ba1\u7b97\u8868\u660e<br \/>\n  \\[<br \/>\n    X(t)\\leq L_2 \\lvert \\mu_1-\\mu_2 \\rvert+ L_1\\int_{t_0}^{t} X(s)ds.<br \/>\n  \\]<br \/>\n  \u56e0\u6b64\uff0c\u4eceGr\u00f6nwall\u4e0d\u7b49\u5f0f\u7684\u63a8\u8bba\u77e5\u9053<br \/>\n  \\[<br \/>\n    X(t)\\leq L_2 \\lvert \\mu_1-\\mu_2 \\rvert e^{L_1(t-t_0)}.<br \/>\n  \\]<br \/>\n  \u7531\u6b64\uff0c\u5bb9\u6613\u5f97\u5230\u7ed3\u8bba\u6210\u7acb\u3002<br \/>\n<\/div><br \/>\n\u4e3b\u8981\u53c2\u8003\u8fd9\u91cc\u7684\u8bb2\u4e49\uff1ahttp:\/\/www.math.byu.edu\/~grant\/courses\/m634\/f99\/lec6.pdf<\/p>\n","protected":false},"excerpt":{"rendered":"<p>1.&#x00A0;Gr\u00f6nwall\u4e0d\u7b49\u5f0f \u5b9a\u7406 1 (Gr\u00f6nwall \u4e0d\u7b49\u5f0f). \u5047\u8bbe $u,v:[a,b&hellip; <a class=\"more-link\" href=\"https:\/\/blog.vanabel.cn\/?p=1289\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">Gr\u00f6nwall\u4e0d\u7b49\u5f0f\u53ca\u5176\u5728\u5e38\u5fae\u5206\u65b9\u7a0b\u89e3\u5173\u4e8e\u53c2\u6570\u7684\u5149\u6ed1\u4f9d\u8d56\u6027\u4e2d\u7684\u5e94\u7528<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[213,209,210,211,212],"class_list":["post-1289","post","type-post","status-publish","format-standard","hentry","category-math","tag-gronwallbudengshi","tag-ode","tag-guanghuayilaixing","tag-chuzhiwenti","tag-changweifenfangcheng","entry"],"_links":{"self":[{"href":"https:\/\/blog.vanabel.cn\/index.php?rest_route=\/wp\/v2\/posts\/1289","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.vanabel.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.vanabel.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.vanabel.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.vanabel.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1289"}],"version-history":[{"count":48,"href":"https:\/\/blog.vanabel.cn\/index.php?rest_route=\/wp\/v2\/posts\/1289\/revisions"}],"predecessor-version":[{"id":1479,"href":"https:\/\/blog.vanabel.cn\/index.php?rest_route=\/wp\/v2\/posts\/1289\/revisions\/1479"}],"wp:attachment":[{"href":"https:\/\/blog.vanabel.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1289"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.vanabel.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1289"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.vanabel.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1289"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}