{"id":23926,"date":"2023-05-09T15:07:13","date_gmt":"2023-05-09T14:07:13","guid":{"rendered":"https:\/\/www.istegroup.com\/?post_type=product&#038;p=23926"},"modified":"2025-01-03T11:10:49","modified_gmt":"2025-01-03T11:10:49","slug":"optimisation-et-apprentissage","status":"publish","type":"product","link":"https:\/\/www.istegroup.com\/fr\/produit\/optimisation-et-apprentissage\/","title":{"rendered":"Optimisation et apprentissage"},"content":{"rendered":"<p>Les domaines de l\u2019apprentissage automatique et de l\u2019optimisation sont aujourd\u2019hui \u00e9troitement li\u00e9s. Les probl\u00e8mes d\u2019optimisation constituent le coeur des m\u00e9thodes d\u2019apprentissage automatique et les algorithmes d\u2019optimisation utilisent de plus en plus ces m\u00e9thodes pour am\u00e9liorer leur efficacit\u00e9. Trois composantes sont partag\u00e9es : la repr\u00e9sentation, l\u2019\u00e9valuation et la recherche it\u00e9rative.<\/p>\n<p>Alors que les m\u00e9thodes d\u2019optimisation sont g\u00e9n\u00e9ralement con\u00e7ues pour \u00eatre rapides et pr\u00e9cises sur des mod\u00e8les implicites, les probl\u00e8mes d\u2019apprentissage automatique posent de nouveaux d\u00e9fis aux chercheurs en optimisation, amenant les praticiens de l\u2019apprentissage automatique \u00e0 cr\u00e9er des algorithmes d\u2019optimisation g\u00e9n\u00e9riques plus simples.<\/p>\n<p>L\u2019apprentissage automatique, ainsi que l\u2019optimisation, trouvent leurs applications dans de nombreux domaines scientifiques. Illustr\u00e9 de cas concrets, <em>Optimisation et apprentissage<\/em> examine l\u2019interaction entre ces deux domaines, mettant en \u00e9vidence leurs principales similitudes et leur coop\u00e9ration.<\/p>","protected":false},"excerpt":{"rendered":"<p>Les domaines de l\u2019apprentissage automatique et de l\u2019optimisation sont aujourd\u2019hui \u00e9troitement li\u00e9s. Les probl\u00e8mes d\u2019optimisation constituent le coeur des m\u00e9thodes d\u2019apprentissage automatique et les algorithmes d\u2019optimisation utilisent de plus en plus ces m\u00e9thodes pour am\u00e9liorer leur efficacit\u00e9. Trois composantes sont partag\u00e9es : la repr\u00e9sentation, l\u2019\u00e9valuation et la recherche it\u00e9rative. Alors que les m\u00e9thodes d\u2019optimisation sont [&hellip;]<\/p>\n","protected":false},"featured_media":51433,"template":"","meta":{"_acf_changed":false,"_links_to":"","_links_to_target":""},"product_brand":[],"product_cat":[4289],"product_tag":[],"class_list":{"0":"post-23926","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-sciences","8":"first","9":"instock","10":"shipping-taxable","11":"purchasable","12":"product-type-variable"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Optimisation et apprentissage - ISTE Group<\/title>\n<meta name=\"description\" content=\"Optimisation et apprentissage examine l\u2019interaction entre ces deux domaines, mettant en \u00e9vidence leurs principales similitudes et leur coop\u00e9ration.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.istegroup.com\/fr\/produit\/optimisation-et-apprentissage\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Optimisation et apprentissage - 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