{"id":7121,"date":"2019-09-26T16:12:18","date_gmt":"2019-09-26T15:12:18","guid":{"rendered":"http:\/\/smart--grid.net\/?page_id=7121"},"modified":"2024-02-13T13:53:22","modified_gmt":"2024-02-13T12:53:22","slug":"algorithmes-bases-sur-la-physique","status":"publish","type":"page","link":"https:\/\/complex-systems-ai.com\/es\/algoritmos-basados-en-la-fisica\/","title":{"rendered":"Algoritmos basados en la f\u00edsica 101"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"7121\" class=\"elementor elementor-7121\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1cd7460 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1cd7460\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-c882704\" data-id=\"c882704\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c26597a elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"c26597a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/complex-systems-ai.com\/es\/2020\/04\/03\/teorias-y-algoritmos-2\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Teor\u00edas<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-025b14b\" data-id=\"025b14b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ea84a5c elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"ea84a5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/complex-systems-ai.com\/es\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">pagina de inicio<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-9428fb6\" data-id=\"9428fb6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-81d8ccf elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"81d8ccf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/tik-db.ee.ethz.ch\/file\/ab5a5114ef04fc0e81ffed24f6b83755\/main_205.pdf\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Wiki<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b15dd4f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b15dd4f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b5a054d\" data-id=\"b5a054d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-819106a elementor-widget elementor-widget-toggle\" data-id=\"819106a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1351\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1351\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Recocido simulado (algoritmos basados en la f\u00edsica)<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1351\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1351\"><ul>\n<li><a href=\"https:\/\/complex-systems-ai.com\/es\/algoritmos-basados-en-la-fisica\/recocido-simula\/\">Recocido simulado<\/a>\n<ul>\n<li><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-642-27479-4_4?error=cookies_not_supported&#038;code=cebb2d9b-dfec-4511-a9cf-4a5e7cc8a03c\" target=\"_blank\" rel=\"noopener\">Recocido simulado adaptativo<\/a><\/li>\n<li><a href=\"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0743731596901215\" target=\"_blank\" rel=\"noopener\">Recocido paralelo simulado<\/a><\/li>\n<li><a href=\"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/0375960187907961\" target=\"_blank\" rel=\"noopener\">Recocido simulado r\u00e1pido<\/a><\/li>\n<li><a href=\"https:\/\/arxiv.org\/abs\/chem-ph\/9404003\" target=\"_blank\" rel=\"noopener\">Recocido cu\u00e1ntico<\/a><\/li>\n<li><a href=\"https:\/\/www.astm.org\/mpc104479.html\" target=\"_blank\" rel=\"noopener\">Endurecimiento simulado<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1352\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1352\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">II. B\u00fasqueda de armon\u00eda, algoritmo cultural y algoritmo mem\u00e9tico<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1352\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1352\"><ul>\n<li><a href=\"https:\/\/complex-systems-ai.com\/es\/algoritmos-basados-en-la-fisica\/algoritmo-de-busqueda-de-armonia\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"B\u00fasqueda de armon\u00eda (se abre en una nueva pesta\u00f1a)\">Busca la armon\u00eda<\/a><\/li>\n<li><a href=\"https:\/\/complex-systems-ai.com\/es\/algoritmos-basados-en-la-fisica\/algoritmo-cultural\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Algoritmo cultural (abrir en una nueva pesta\u00f1a)\">Algoritmo cultural<\/a><\/li>\n<li><a href=\"https:\/\/complex-systems-ai.com\/es\/algoritmos-basados-en-la-fisica\/algoritmo-memetico\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Algoritmo mem\u00e9tico (abrir en una nueva pesta\u00f1a)\">Algoritmo mem\u00e9tico<\/a>\n<ul>\n<li><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/3-540-58484-6_245?error=cookies_not_supported&#038;code=c84f0eca-4a0c-44b3-91c7-51c9c4d44056?error=cookies_not_supported&#038;code=c84f0eca-4a0c-44b3-91c7-51c9c4d44056\" target=\"_blank\" rel=\"noopener\">Algoritmo evolutivo baldwiniano<\/a><\/li>\n<li><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/3-540-58484-6_245?error=cookies_not_supported&#038;code=c84f0eca-4a0c-44b3-91c7-51c9c4d44056?error=cookies_not_supported&#038;code=c84f0eca-4a0c-44b3-91c7-51c9c4d44056\" target=\"_blank\" rel=\"noopener\">Algoritmo evolutivo lamarckiano<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1353\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1353\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">III. Optimizaci\u00f3n por f\u00edsica artificial e investigaci\u00f3n gravitacional<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1353\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1353\"><ul>\n<li><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-540-78987-1_21?error=cookies_not_supported&#038;code=d124fc51-42a6-4710-aed6-373cd2289771\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n de fuerza central<\/a>\n<ul>\n<li><a href=\"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0096300312008648\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n extendida de la fuerza central<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"https:\/\/ieeexplore.ieee.org\/document\/5393736\/\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n de la f\u00edsica artificial<\/a>\n<ul>\n<li><a href=\"https:\/\/ieeexplore.ieee.org\/document\/5412398\/\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n ampliada de la f\u00edsica artificial<\/a><\/li>\n<li><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-642-04394-9_74?error=cookies_not_supported&#038;code=baaa78ce-f38c-49b4-9254-c46a8ca93cac\" target=\"_blank\" rel=\"noopener\">Modelo vectorial de optimizaci\u00f3n f\u00edsica artificial.<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0020025509001200\" target=\"_blank\" rel=\"noopener\">Algoritmo de b\u00fasqueda gravitacional<\/a>\n<ul>\n<li><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s11047-009-9175-3?error=cookies_not_supported&#038;code=abd73639-292c-4290-a715-7089359d8acd\" target=\"_blank\" rel=\"noopener\">Algoritmo de b\u00fasqueda gravitacional binaria<\/a><\/li>\n<li><a href=\"https:\/\/ieeexplore.ieee.org\/document\/5615810\/\" target=\"_blank\" rel=\"noopener\">Algoritmo de b\u00fasqueda gravitacional multiobjetivo<\/a><\/li>\n<li><a href=\"https:\/\/journals.sagepub.com\/doi\/10.1177\/1176934317699855\" target=\"_blank\" rel=\"noopener\">Algoritmo de b\u00fasqueda gravitacional PSO<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-642-25566-3_17?error=cookies_not_supported&#038;code=e204b1c6-4a6d-4737-a126-0fbecc6b7d7f\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n de la interacci\u00f3n gravitacional<\/a><\/li>\n<li><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-642-24728-6_24?error=cookies_not_supported&#038;code=b0c01486-1aeb-4373-945a-6154d6189007\" target=\"_blank\" rel=\"noopener\">Algoritmo de optimizaci\u00f3n inspirado en la inmune gravitaci\u00f3n<\/a><\/li>\n<li><a href=\"https:\/\/link.springer.com\/article\/10.1023\/A:1022452626305?error=cookies_not_supported&#038;code=1f37c046-6434-48d0-bdd2-535ac641122c\" target=\"_blank\" rel=\"noopener\">Heur\u00edstica similar al electromagnetismo<\/a><\/li>\n<li><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00707-009-0270-4?error=cookies_not_supported&#038;code=fddebc36-bf72-4e56-ad02-8f93fc5e6723\" target=\"_blank\" rel=\"noopener\">B\u00fasqueda de sistema cargado<\/a><\/li>\n<li>Algoritmo de balances de masa y energ\u00eda<\/li>\n<li>Algoritmo de equilibrio de momento<\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1354\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1354\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">IV. Algoritmos cu\u00e1nticos<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1354\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1354\"><ul>\n<li><a href=\"http:\/\/rnowotniak.kis.p.lodz.pl\/quantum\/Quantum-inspired%20genetic%20algorithms.pdf\" target=\"_blank\" rel=\"noopener\">Algoritmo gen\u00e9tico de inspiraci\u00f3n cu\u00e1ntica<\/a>\n<ul>\n<li><a href=\"http:\/\/eprints.biblio.unitn.it\/1197\/1\/019.pdf\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n gen\u00e9tica cu\u00e1ntica<\/a><\/li>\n<li><a href=\"https:\/\/ieeexplore.ieee.org\/document\/4200805\/\" target=\"_blank\" rel=\"noopener\">Algoritmo gen\u00e9tico h\u00edbrido inspirado en el cu\u00e1ntico<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"http:\/\/citeseerx.ist.psu.edu\/viewdoc\/download?doi=10.1.1.3.4537&amp;rep=rep1&amp;type=pdf\" target=\"_blank\" rel=\"noopener\">Algoritmo evolutivo de inspiraci\u00f3n cu\u00e1ntica<\/a>\n<ul>\n<li><a href=\"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0925231207003839\" target=\"_blank\" rel=\"noopener\">Algoritmo evolutivo binario inspirado en Quantum<\/a><\/li>\n<li><a href=\"https:\/\/openrepository.aut.ac.nz\/bitstream\/handle\/10292\/611\/04424502.pdf?sequence=1\" target=\"_blank\" rel=\"noopener\">Algoritmo evolutivo vers\u00e1til inspirado en los cu\u00e1nticos<\/a><\/li>\n<li><a href=\"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0196890410002025\" target=\"_blank\" rel=\"noopener\">Algoritmo evolutivo cu\u00e1ntico mejorado<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Mec\u00e1nica cu\u00e1ntica semif\u00edsica\n<ul>\n<li><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/11758532_110?error=cookies_not_supported&#038;code=9129016f-dc76-4ddd-834a-92d59bb9ead3\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n del enjambre de part\u00edculas de comportamiento cu\u00e1ntico<\/a><\/li>\n<li><a href=\"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0925231206002657\" target=\"_blank\" rel=\"noopener\">Algoritmo evolutivo del enjambre cu\u00e1ntico<\/a><\/li>\n<li><a href=\"https:\/\/ieeexplore.ieee.org\/document\/4581389\" target=\"_blank\" rel=\"noopener\">Algoritmo clonal inmunol\u00f3gico de inspiraci\u00f3n cu\u00e1ntica<\/a><\/li>\n<li><a href=\"https:\/\/ieeexplore.ieee.org\/document\/5645311\/\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n continua de colonias de hormigas cu\u00e1nticas<\/a><\/li>\n<li><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-642-30976-2_4?error=cookies_not_supported&#038;code=47a924a3-5010-4976-aec0-58bfb5c8a493\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n del enjambre de bacterias de inspiraci\u00f3n cu\u00e1ntica<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1355\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1355\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">V. Optimizaci\u00f3n por f\u00edsica del universo<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1355\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1355\"><ul>\n<li><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00521-015-1870-7?error=cookies_not_supported&#038;code=4311c97a-4651-47fd-8cb9-85f860c3db6c\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n multiverso<\/a><\/li>\n<li><a href=\"https:\/\/dl.acm.org\/action\/cookieAbsent\" target=\"_blank\" rel=\"noopener\">Big bang-big crunch<\/a>\n<ul>\n<li><a href=\"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1007570410006441\" target=\"_blank\" rel=\"noopener\">Uniforme big bang ca\u00f3tico big crunch<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"https:\/\/dl.acm.org\/action\/cookieAbsent\" target=\"_blank\" rel=\"noopener\">Algoritmo de b\u00fasqueda basado en galaxias<\/a><\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1356\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-1356\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">VI. Optimizaci\u00f3n de la f\u00edsica de fluidos<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1356\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-1356\"><ul>\n<li><a href=\"https:\/\/link.springer.com\/book\/10.1007\/978-3-540-73554-0?error=cookies_not_supported&#038;code=188c2429-2b6b-4bfd-be68-1d1b70d5d10c\" target=\"_blank\" rel=\"noopener\">Din\u00e1mica de formaci\u00f3n de r\u00edos<\/a><\/li>\n<li><a href=\"http:\/\/www.inderscience.com\/link.php?id=22775\" target=\"_blank\" rel=\"noopener\">Algoritmo inteligente de gotas de agua<\/a><\/li>\n<li><a href=\"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0045794914000935\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n de cuerpos en colisi\u00f3n<\/a><\/li>\n<li><a href=\"https:\/\/validate.perfdrive.com\/?ssa=9905785a-86e3-4d83-afcc-937f02e9dec3&#038;ssb=49086263695&#038;ssc=https%3A%2F%2Fiopscience.iop.org%2Farticle%2F10.1088%2F1757-899X%2F267%2F1%2F012036&#038;ssi=4f78eca4-8427-4350-891c-d9a76ed1fb13&#038;ssk=support@shieldsquare.com&#038;ssm=14313211717109226107112753610019&#038;ssn=64854c5dbe4208e78e51766be292b82b2e644d75e4b2-ff7c-4017-bf75d8&#038;sso=2a9195d7-1c1d29ca9f4bb2bf9b4c68029d95105917add4da7f015de7&#038;ssp=25168555411649826522164986947927897&#038;ssq=99134610467317674180804673218319425702451&#038;ssr=MjEyLjEwNy4xNy4yNTE=&#038;sst=Mozilla\/5.0+(Windows+NT+10.0;+Win64;+x64)+AppleWebKit\/537.36+(KHTML,+like+Gecko)+Chrome\/70.0.3538.102+Safari\/537.36&#038;ssv=&#038;ssw=&#038;ssx=W10=\" target=\"_blank\" rel=\"noopener\">Algoritmo de agua de lluvia<\/a><\/li>\n<li><a href=\"https:\/\/www.hindawi.com\/journals\/jopti\/2017\/3828420\/\" target=\"_blank\" rel=\"noopener\">Algoritmo de ciclo hidrol\u00f3gico<\/a><\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1357\" class=\"elementor-tab-title\" data-tab=\"7\" role=\"button\" aria-controls=\"elementor-tab-content-1357\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">VII. Otros<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1357\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"region\" aria-labelledby=\"elementor-tab-title-1357\"><ul>\n<li><a href=\"https:\/\/link.springer.com\/article\/10.1023\/A:1011265010691?error=cookies_not_supported&#038;code=85b3b44f-0eaf-4820-ab29-d3779a2f053d\" target=\"_blank\" rel=\"noopener\">T\u00faneles estoc\u00e1sticos<\/a><\/li>\n<li><a href=\"https:\/\/complex-systems-ai.com\/es\/algoritmos-basados-en-la-fisica\/optimizacion-extrema\/\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Optimizaci\u00f3n de extemums (abrir en una nueva pesta\u00f1a)\">Optimizaci\u00f3n de extemums<\/a><\/li>\n<li><a href=\"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0378437105012100\" target=\"_blank\" rel=\"noopener\">Optimizaci\u00f3n hister\u00e9tica<\/a><\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1358\" class=\"elementor-tab-title\" data-tab=\"8\" role=\"button\" aria-controls=\"elementor-tab-content-1358\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">VIII. Tutoriales<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1358\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"8\" role=\"region\" aria-labelledby=\"elementor-tab-title-1358\">Alternar contenido<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4de03c2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4de03c2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-399fd75d\" data-id=\"399fd75d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-39f76f15 elementor-widget elementor-widget-text-editor\" data-id=\"39f76f15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Contenido<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Tabla de contenido alternativo\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Palanca<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/complex-systems-ai.com\/es\/algoritmos-basados-en-la-fisica\/#Algorithmes-bases-sur-la-physique\" >Algoritmos basados en la f\u00edsica<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Algorithmes-bases-sur-la-physique\"><\/span>Algoritmos basados en la f\u00edsica<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<p><\/p>\n<p class=\"has-text-align-justify\">Los algoritmos basados en la f\u00edsica generalmente caen en los reinos de la metaheustica y la inteligencia computacional, aunque no encajan perfectamente en las categor\u00edas existentes de t\u00e9cnicas inspiradas biol\u00f3gicamente (como Swarm, Immune, Neuronal y Evolution). Teniendo esto en cuenta, podr\u00edan llamarse f\u00e1cilmente algoritmos inspirados en la naturaleza.<\/p>\n<p><\/p>\n<p><\/p>\n<p class=\"has-text-align-justify\">Los sistemas f\u00edsicos inspiradores van desde la metalurgia, la m\u00fasica, la interacci\u00f3n entre la cultura y la evoluci\u00f3n, y los sistemas din\u00e1micos complejos como las avalanchas. Generalmente son algoritmos de optimizaci\u00f3n estoc\u00e1stica con una mezcla de t\u00e9cnicas de b\u00fasqueda locales (basadas en vecindarios) y globales.<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-10021 size-full\" src=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/09\/quantum-robots-4-640x558-1.jpg\" alt=\"Algoritmos basados en la f\u00edsica\" width=\"640\" height=\"558\" title=\"\" srcset=\"https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/09\/quantum-robots-4-640x558-1.jpg 640w, https:\/\/complex-systems-ai.com\/wp-content\/uploads\/2020\/09\/quantum-robots-4-640x558-1-300x262.jpg 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/p>\n<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Teor\u00edas P\u00e1gina principal Wiki I. Recocido simulado (algoritmos basados en la f\u00edsica) Recocido simulado Recocido simulado adaptativo Recocido simulado en paralelo Recocido simulado r\u00e1pido Recocido cu\u00e1ntico \u2026 <\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-7121","page","type-page","status-publish","hentry"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/7121","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/comments?post=7121"}],"version-history":[{"count":56,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/7121\/revisions"}],"predecessor-version":[{"id":20667,"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/pages\/7121\/revisions\/20667"}],"wp:attachment":[{"href":"https:\/\/complex-systems-ai.com\/es\/wp-json\/wp\/v2\/media?parent=7121"}],"curies":[{"name":"gracias","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}