{"id":2968,"date":"2023-11-18T14:46:21","date_gmt":"2023-11-18T14:46:21","guid":{"rendered":"https:\/\/sites.ifi.unicamp.br\/aguiar\/?page_id=2968"},"modified":"2024-06-17T22:36:07","modified_gmt":"2024-06-17T22:36:07","slug":"fi263-f048","status":"publish","type":"page","link":"https:\/\/sites.ifi.unicamp.br\/aguiar\/teach\/fi263-f048\/","title":{"rendered":"FI263 \/ F048- Sistemas din\u00e2micos n\u00e3o-lineares"},"content":{"rendered":"<p>Nesse curso faremos uma introdu\u00e7\u00e3o \u00e0 teoria de sistemas din\u00e2micos n\u00e3o lineares, com \u00eanfase no estudo de pontos de equil\u00edbrio, estabilidade, bifurca\u00e7\u00f5es e caos. Depois de uma r\u00e1pida vis\u00e3o geral sobre o curso trataremos de sistemas em uma dimens\u00e3o, classificando os pontos de equil\u00edbrio e as diversas bifurca\u00e7\u00f5es que podem ocorrer,&nbsp; como saddle-node, transcritical, pitchfork e cat\u00e1strofes. Em seguida estudaremos sistemas bidimensionais, onde novos tipos de equil\u00edbrio podem ocorrer, al\u00e9m de movimentos peri\u00f3dicos como os ciclos limite e suas bifurca\u00e7\u00f5es. Finalmente, em tr\u00eas dimens\u00f5es, estudaremos sistemas ca\u00f3ticos, fractais e atratores estranhos.<\/p>\n<p><span style=\"color: #ff0000\"><strong>T\u00f3picos:<br \/>\n<\/strong><\/span><\/p>\n<ul>\n<li>Introdu\u00e7\u00e3o<\/li>\n<li><span style=\"color: #000000\">Sistemas unidimensionais<br \/>\n1. Fluxos na reta<br \/>\n2. Bifurca\u00e7\u00f5es<br \/>\n3. Fluxos no c\u00edrculo<\/span><\/li>\n<\/ul>\n<ul>\n<li>Sistemas bidimensionais<br \/>\n1. Sistemas lineares<br \/>\n2. O plano de fases<br \/>\n3. Ciclos limite<br \/>\n4. Bifurca\u00e7\u00f5es em 2D<\/li>\n<\/ul>\n<ul>\n<li>Caos<br \/>\n1. As equa\u00e7\u00f5es de Lorenz<br \/>\n2. Mapas unidimensionais<br \/>\n3. Fractais<br \/>\n4. Atratores estranhos<\/li>\n<\/ul>\n<ol>\n<li style=\"list-style-type: none\">&nbsp;<\/li>\n<\/ol>\n<p><strong><span style=\"color: #ff0000\">Aulas:<\/span><br \/>\n2as e 4as das 14h-16h \u2013 sala IF15<\/strong><strong><br \/>\n<\/strong><a href=\"https:\/\/www.dropbox.com\/scl\/fi\/jj6vbmmomos9tba6fyx47\/programa-2024.pdf?rlkey=wi9og2ylbrcvkmc10v9s8jtkj&amp;dl=0\"><strong>programa\u00e7\u00e3o das aulas \u2013 2024<\/strong><\/a><\/p>\n<p><span style=\"color: #ff0000\"><strong>Monitoria:<\/strong><\/span><br \/>\n2as e 4as das 13h-14h &#8211; sala IF11<br \/>\nLeonardo Bosnardo<\/p>\n<p><span style=\"color: #ff0000\"><strong>Livro Texto<\/strong><strong>:<br \/>\n<\/strong><span style=\"color: #000000\">Nonlinear dynamics and chaos &#8211; Steven Strogatz<\/span><strong><br \/>\n<\/strong><\/span><\/p>\n<p><span style=\"color: #ff0000\"><strong>Livros de apoio:<\/strong><\/span><br \/>\nNonlinear ordinary differential equations &#8211; D.W. Jordan &amp; P. Smith<br \/>\nRegular and stochastic motion \u2013&nbsp;A.J. Lichtenberg e M.A. Lieberman<br \/>\nChaos in dynamical systems \u2013&nbsp;E. Ott<\/p>\n<p><span style=\"color: #ff0000\"><strong>Notas de Aula:<br \/>\n<\/strong><a href=\"https:\/\/www.dropbox.com\/scl\/fi\/rv4befpc5iuj1nwiqxs8x\/Cap-1-1-Intro.pdf?rlkey=rfp8ib6akr9q38vnh361mem4b&amp;dl=0\"><span style=\"color: #000000\">Cap\u00edtulo 1<\/span><\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/qxytl95eyihy3sj3khzhb\/Cap-1-2-Flows_1D.pdf?rlkey=wjehuwcrw7x3fmraqixr2nv79&amp;dl=0\"><span style=\"color: #000000\">Cap\u00edtulo 2<\/span><\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/w27nzc0z5nwy54yvsdx4k\/Cap-1-3-Bifurcations.pdf?rlkey=wsary791e6c3um6wanewjpumo&amp;dl=0\"><span style=\"color: #000000\">Cap\u00edtulo 3<\/span><\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/8c322utmu868k933zi3ni\/Cap-1-4-Flows_Circle.pdf?rlkey=ghy4edj24ctfrf1txvzwo7f6m&amp;dl=0\"><span style=\"color: #000000\">Cap\u00edtulo 4<\/span><\/a><br \/>\n<\/span><a href=\"https:\/\/www.dropbox.com\/scl\/fi\/ay34myi7xtf3nx6gqsci1\/cap-2-5-Sist_Lineares.pdf?rlkey=rxx26om85of3zwl32bd02we0z&amp;dl=0\">Cap\u00edtulo 5<\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/lvvkde0267t26p9ubljwv\/cap-2-6-Plano_Fases.pdf?rlkey=r6iw5b2dfcao6zzh0w758b50c&amp;dl=0\">Cap\u00edtulo 6<\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/nfzljrj275g0wfuxnfpxm\/cap-2-7-Ciclos_Limite.pdf?rlkey=ematcdm9thyve4rbxdq30nkyk&amp;dl=0\">Cap\u00edtulo 7<\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/hgohrbx9xnhotsrghuyek\/cap-2-8-Bifurcacoes_2D.pdf?rlkey=unebma6qgbcndhmz8c6cu37an&amp;dl=0\">Cap\u00edtulo 8<\/a><span style=\"color: #ff0000\"><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/bazu7gd3j843d03fvn00d\/Cap-3-9.pdf?rlkey=9ca56vpvsj4xnxjvjo5rjohn0&amp;dl=0\"><span style=\"color: #000000\">Cap\u00edtulo 9<\/span><\/a><br \/>\n<\/span><a href=\"https:\/\/www.dropbox.com\/scl\/fi\/v8whphzvyvesqjj0vngrh\/Cap-3-10-Mapas-1D.pdf?rlkey=5ojnn1u26zipslzk6295eckp9&amp;dl=0\">Cap\u00edtulo 10<\/a><span style=\"color: #ff0000\"><br \/>\n<\/span><a href=\"https:\/\/www.dropbox.com\/scl\/fi\/70gtmphpjlp9gqc641vo9\/Cap-3-11-Fractais.pdf?rlkey=pdsl78nsauj0lkbfokvvwyjab&amp;dl=0\">Cap\u00edtulo 11<\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/5xzy6mawz16nczvgkxbgk\/Cap-3-12-Strange_Attractors.pdf?rlkey=qkch9tgv4uelca3klybe46s1u&amp;dl=0\">Cap\u00edtulo 12<\/a><span style=\"color: #ff0000\"><br \/>\n<\/span><a href=\"https:\/\/www.dropbox.com\/scl\/fi\/79v7m05krxwqcrq9dxwus\/Cap-3-13-Percolacao.pdf?rlkey=4dzlz1g4o9403wv2p459usage&amp;dl=0\">Extra &#8211; Renormaliza\u00e7\u00e3o em redes de percola\u00e7\u00e3o<\/a><span style=\"color: #ff0000\"><br \/>\n<\/span><\/p>\n<p><span style=\"color: #ff0000\"><strong>C\u00f3digos Python para o mapa log\u00edstico:<\/strong><span style=\"color: #000000\"> (clique em download ap\u00f3s acessar o link)<br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/dph7xkz09ekeso9y89pl4\/logistic-single-traj.ipynb?rlkey=rjniombp6aijq05wkfjak87z4&amp;dl=0\">Single Trajectory x(n) versus n<\/a><br \/>\n<\/span><\/span><a href=\"https:\/\/www.dropbox.com\/scl\/fi\/uih4tfu7i1bamu9pao3yq\/logistic-cobweb.ipynb?rlkey=xzh1tej60gmdy0rya0pv9ye9m&amp;dl=0\">Cobweb map<\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/pmhxpo7yh6eekh22u0euo\/logistic-bif-diag.ipynb?rlkey=c4qe2j51eeoaf8oismecdl2jj&amp;dl=0\">Bifurcation diagram<\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/1oguyrdierwko0m4lkdzo\/logistic-x-x.ipynb?rlkey=f0ib4pctgoeheuq2nfesjvs7k&amp;dl=0\">Map x(n+1) versus&nbsp; x(n)<\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/oqvnv0pjbktczy2atgn7l\/lyapunov.ipynb?rlkey=1g8ncprnhfpiv0byhkn74tdtn&amp;dl=0\">Lyapunov exponents<\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/3wi4pwk9x0dgs9tiem3pm\/rossler.ipynb?rlkey=mu5r4mgvdr5fw1pj8ytusgg6k&amp;dl=0\">Rossler oscillator<\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/r6c6b53u92g8tubo3wsf3\/forced_oscillator.ipynb?rlkey=yk1g1a71j5838qngegjc0dihc&amp;dl=0\">Forced oscillators<\/a><br \/>\n<a href=\"https:\/\/www.dropbox.com\/scl\/fi\/fb4m9rhnrtjdo5ato4bey\/henon.ipynb?rlkey=he5ztbg3kqls7gjsdd2y6y6q8&amp;dl=0\">Henon map<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Nesse curso faremos uma introdu\u00e7\u00e3o \u00e0 teoria de sistemas din\u00e2micos n\u00e3o lineares, com \u00eanfase no estudo de pontos de equil\u00edbrio, estabilidade, bifurca\u00e7\u00f5es e caos. Depois de uma r\u00e1pida vis\u00e3o geral sobre o curso trataremos de sistemas em uma dimens\u00e3o, classificando os pontos de equil\u00edbrio e as diversas bifurca\u00e7\u00f5es que podem ocorrer,&nbsp; como saddle-node, transcritical, pitchfork &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"https:\/\/sites.ifi.unicamp.br\/aguiar\/teach\/fi263-f048\/\">Continue lendo<\/a><\/p>\n","protected":false},"author":85,"featured_media":0,"parent":88,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-2968","page","type-page","status-publish","hentry","nodate","item-wrap"],"_links":{"self":[{"href":"https:\/\/sites.ifi.unicamp.br\/aguiar\/wp-json\/wp\/v2\/pages\/2968","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.ifi.unicamp.br\/aguiar\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.ifi.unicamp.br\/aguiar\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.ifi.unicamp.br\/aguiar\/wp-json\/wp\/v2\/users\/85"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.ifi.unicamp.br\/aguiar\/wp-json\/wp\/v2\/comments?post=2968"}],"version-history":[{"count":25,"href":"https:\/\/sites.ifi.unicamp.br\/aguiar\/wp-json\/wp\/v2\/pages\/2968\/revisions"}],"predecessor-version":[{"id":3050,"href":"https:\/\/sites.ifi.unicamp.br\/aguiar\/wp-json\/wp\/v2\/pages\/2968\/revisions\/3050"}],"up":[{"embeddable":true,"href":"https:\/\/sites.ifi.unicamp.br\/aguiar\/wp-json\/wp\/v2\/pages\/88"}],"wp:attachment":[{"href":"https:\/\/sites.ifi.unicamp.br\/aguiar\/wp-json\/wp\/v2\/media?parent=2968"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}