Curso Una introducción a la computación evolutiva conceptos básicos y aplicaciones Primer día

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La computación evolutiva, inspirada en la evolución natural, destaca como una rama clave de la inteligencia artificial. En un futuro cercano, se espera que complemente y potencie otras técnicas, especialmente en el aprendizaje automático, prometiendo transformar y enriquecer diversas disciplinas. • • En este curso se abordarán los conceptos básicos de las técnicas más relevantes de este campo donde se simula la evolución natural en una computadora con el objetivo de resolver problemas complejos de optimización y clasificación. Imparte Carlos Coello Coello, miembro de El Colegio Nacional, doctor en Ciencias de la Computación por la Universidad Tulane y nivel III del Sistema Nacional de Investigadoras e Investigadores. Varios de sus trabajos, orientados al diseño de algoritmos, se han empleado para resolver problemas prácticos en países como Estados Unidos, Colombia, Chile y Cuba.","styleRuns":[{"startIndex":0,"length":892,"styleRunExtensions":{"styleRunColorMapExtension":{"colorMap":[{"key":"USER_INTERFACE_THEME_DARK","value":4294967295},{"key":"USER_INTERFACE_THEME_LIGHT","value":4279440147}]}},"fontFamilyName":"Roboto"}]},"headerRuns":[{"startIndex":0,"length":892,"headerMapping":"ATTRIBUTED_STRING_HEADER_MAPPING_UNSPECIFIED"}]}},{"itemSectionRenderer":{"contents":[{"videoMetadataCarouselViewModel":{"carouselTitles":[{"carouselTitleViewModel":{"title":"Live chat replay","previousButton":{"buttonViewModel":{"iconName":"CHEVRON_LEFT","accessibilityText":"Previous","style":"BUTTON_VIEW_MODEL_STYLE_MONO","trackingParams":"CMIBEPBbIhMI8I2ytPzMiwMVWdBCBR3dNwiN","type":"BUTTON_VIEW_MODEL_TYPE_TONAL","buttonSize":"BUTTON_VIEW_MODEL_SIZE_XSMALL","state":"BUTTON_VIEW_MODEL_STATE_ACTIVE"}},"nextButton":{"buttonViewModel":{"iconName":"CHEVRON_RIGHT","accessibilityText":"Next","style":"BUTTON_VIEW_MODEL_STYLE_MONO","trackingParams":"CMEBEPBbIhMI8I2ytPzMiwMVWdBCBR3dNwiN","type":"BUTTON_VIEW_MODEL_TYPE_TONAL","buttonSize":"BUTTON_VIEW_MODEL_SIZE_XSMALL","state":"BUTTON_VIEW_MODEL_STATE_ACTIVE"}}}}],"carouselItems":[{"carouselItemViewModel":{"itemType":"VIDEO_METADATA_CAROUSEL_PAGINATION_TYPE_LIVE_CHAT_STATIC_TEXT","carouselItem":{"textCarouselItemViewModel":{"iconName":"MESSAGE_BUBBLE_OVERLAP","text":{"content":"See what others said about this video while it was live."},"onTap":{"innertubeCommand":{"clickTrackingParams":"CL8BEOuICSITCPCNsrT8zIsDFVnQQgUd3TcIjQ==","setLiveChatCollapsedStateAction":{}}},"trackingParams":"CL8BEOuICSITCPCNsrT8zIsDFVnQQgUd3TcIjQ==","button":{"buttonViewModel":{"title":"Open panel","onTap":{"innertubeCommand":{"clickTrackingParams":"CMABEPBbIhMI8I2ytPzMiwMVWdBCBR3dNwiN","setLiveChatCollapsedStateAction":{}}},"style":"BUTTON_VIEW_MODEL_STYLE_MONO","trackingParams":"CMABEPBbIhMI8I2ytPzMiwMVWdBCBR3dNwiN","type":"BUTTON_VIEW_MODEL_TYPE_TONAL","buttonSize":"BUTTON_VIEW_MODEL_SIZE_XSMALL"}}}}}}]}}],"trackingParams":"CL4BELsvGAIiEwjwjbK0_MyLAxVZ0EIFHd03CI0="}},{"itemSectionRenderer":{"contents":[{"continuationItemRenderer":{"trigger":"CONTINUATION_TRIGGER_ON_ITEM_SHOWN","continuationEndpoint":{"clickTrackingParams":"CL0BELsvGAMiEwjwjbK0_MyLAxVZ0EIFHd03CI0=","commandMetadata":{"webCommandMetadata":{"sendPost":true,"apiUrl":"/youtubei/v1/next"}},"continuationCommand":{"token":"Eg0SC2J4YnZjM0hsWVVJGAYyJSIRIgtieGJ2YzNIbFlVSTAAeAJCEGNvbW1lbnRzLXNlY3Rpb24%3D","request":"CONTINUATION_REQUEST_TYPE_WATCH_NEXT"}}}}],"trackingParams":"CL0BELsvGAMiEwjwjbK0_MyLAxVZ0EIFHd03CI0=","sectionIdentifier":"comment-item-section","targetId":"comments-section"}}],"trackingParams":"CLwBELovIhMI8I2ytPzMiwMVWdBCBR3dNwiN"}},"secondaryResults":{"secondaryResults":{"results":[{"compactVideoRenderer":{"videoId":"HqTBNBawTjE","thumbnail":{"thumbnails":[{"url":"https://i.ytimg.com/vi/HqTBNBawTjE/hqdefault.jpg?sqp=-oaymwEiCKgBEF5IWvKriqkDFQgBFQAAAAAYASUAAMhCPQCAokN4AQ== rs=AOn4CLBlrMBe_ZSgPZdXOtrekUfhZIv79g","width":168,"height":94},{"url":"https://i.ytimg.com/vi/HqTBNBawTjE/hqdefault.jpg?sqp=-oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE= rs=AOn4CLC4aKRA-XaMuJ233g21jLIUJVsoMg","width":336,"height":188}]},"title":{"accessibility":{"accessibilityData":{"label":"Curso. 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