{"id":5695,"date":"2023-09-20T08:37:26","date_gmt":"2023-09-20T08:37:26","guid":{"rendered":"https:\/\/dailyai.com\/?p=5695"},"modified":"2023-09-20T08:40:08","modified_gmt":"2023-09-20T08:40:08","slug":"study-shows-ai-can-design-cities-better-than-humans","status":"publish","type":"post","link":"https:\/\/dailyai.com\/fr\/2023\/09\/study-shows-ai-can-design-cities-better-than-humans\/","title":{"rendered":"Une \u00e9tude montre que l'IA peut concevoir des villes mieux que les humains"},"content":{"rendered":"

Un am\u00e9nagement urbain r\u00e9ussi doit satisfaire une combinaison complexe d'esth\u00e9tique, de praticit\u00e9 et de besoins humains.<\/strong><\/p>\n

Une \u00e9tude r\u00e9cente a montr\u00e9 que les outils d'urbanisme fond\u00e9s sur l'IA sont meilleurs et beaucoup plus rapides que les urbanistes humains pour un certain nombre d'aspects plus banals de l'urbanisme.<\/p>\n

En 2020, Carlos Moreno a introduit l'id\u00e9e de la ville en 15 minutes<\/a>L'id\u00e9e est simple, mais la planification est complexe pour obtenir ces gains d'efficacit\u00e9. La simplicit\u00e9 de l'id\u00e9e d\u00e9ment la complexit\u00e9 de la planification n\u00e9cessaire \u00e0 la r\u00e9alisation de ces gains d'efficacit\u00e9.<\/p>\n

L'automaticien Yu Zheng et ses coll\u00e8gues de l'universit\u00e9 Tsinghua de P\u00e9kin ont voulu voir si l'apprentissage automatique pouvait \u00eatre un outil efficace de planification urbaine.<\/p>\n

Ils ont mis au point un syst\u00e8me d'intelligence artificielle capable d'optimiser l'utilisation des sols et le trac\u00e9 des routes afin de respecter les principes de la ville de 15 minutes tout en satisfaisant les politiques et les besoins locaux en mati\u00e8re d'am\u00e9nagement du territoire.<\/p>\n

Ils ont commenc\u00e9 par demander \u00e0 l'IA de concevoir une zone d'environ 3\u00d73 p\u00e2t\u00e9s de maisons, soit quelques kilom\u00e8tres carr\u00e9s.<\/p>\n

Les les r\u00e9sultats de leurs exp\u00e9riences<\/a> a montr\u00e9 qu'en ce qui concerne l'acc\u00e8s aux services, les espaces verts et les niveaux de trafic, l'IA a \u00e9t\u00e9 en mesure de surpasser les conceptions humaines d'environ 50%.<\/p>\n

Et l'IA \u00e9tait beaucoup plus rapide pour ces optimisations it\u00e9ratives fastidieuses. Elle a pu accomplir en quelques secondes des t\u00e2ches qui prenaient normalement de 50 \u00e0 100 minutes aux concepteurs humains.<\/p>\n

Commentant l'\u00e9tude, Paolo Santi, du MIT, a d\u00e9clar\u00e9 que l'urbanisme \"n'est pas simplement une allocation d'espace \u00e0 des b\u00e2timents, des parcs et des fonctions, mais la conception d'un lieu o\u00f9 les communaut\u00e9s urbaines vivront, travailleront, interagiront et, esp\u00e9rons-le, prosp\u00e9reront pendant tr\u00e8s longtemps\".<\/p>\n

Zheng et son \u00e9quipe partagent ce point de vue et consid\u00e8rent l'IA comme un assistant pour les urbanistes, plut\u00f4t que comme un rempla\u00e7ant.<\/p>\n

Lorsqu'ils ont compar\u00e9 les mod\u00e8les con\u00e7us uniquement par des humains \u00e0 ceux con\u00e7us par l'IA, ils ont constat\u00e9 que l'utilisation de l'IA en collaboration permettait d'am\u00e9liorer l'acc\u00e8s aux services de base et aux parcs de 12% et 5% respectivement.<\/p>\n

Les chercheurs ont interrog\u00e9 100 concepteurs urbains et leur ont demand\u00e9 d'\u00e9valuer un certain nombre de conceptions sans savoir lesquelles avaient \u00e9t\u00e9 con\u00e7ues par l'IA ou par des humains. Dans certains cas, il n'y a pas eu de pr\u00e9f\u00e9rence claire, mais certaines conceptions spatiales con\u00e7ues par l'IA ont re\u00e7u beaucoup plus de votes.<\/p>\n

Le mod\u00e8le d'IA a n\u00e9cessit\u00e9 deux jours de formation pour g\u00e9rer le plan de 3\u00d73 blocs. L'augmentation de l'espace \u00e0 4\u00d74 blocs n\u00e9cessite deux fois plus de d\u00e9cisions de planification. Il reste du chemin \u00e0 parcourir pour qu'un outil d'IA comme celui-ci puisse planifier efficacement une ville enti\u00e8re, mais le potentiel est \u00e9vident.<\/p>\n

Si les urbanistes utilisent l'IA pour effectuer les optimisations informatiques fastidieuses, ils auront plus de temps pour pr\u00eater attention \u00e0 l'esth\u00e9tique et aux besoins soci\u00e9taux qui sont plus difficiles \u00e0 quantifier lors de l'entra\u00eenement d'un mod\u00e8le d'IA.<\/p>","protected":false},"excerpt":{"rendered":"

Une planification urbaine r\u00e9ussie doit satisfaire une combinaison complexe d'esth\u00e9tique, de praticit\u00e9 et de besoins humains. Une \u00e9tude r\u00e9cente a montr\u00e9 que les outils de planification urbaine de l'IA sont meilleurs et beaucoup plus rapides que les urbanistes humains pour un certain nombre d'aspects plus banals de la planification urbaine. En 2020, Carlos Moreno a lanc\u00e9 l'id\u00e9e de la ville \u00e0 15 minutes, o\u00f9 les habitants ne sont jamais \u00e0 plus de 15 minutes de marche ou de v\u00e9lo de tous les services dont ils ont besoin. La simplicit\u00e9 de l'id\u00e9e d\u00e9ment la complexit\u00e9 de la planification n\u00e9cessaire pour r\u00e9aliser ces gains d'efficacit\u00e9. L'automaticien Yu Zheng et ses coll\u00e8gues de l'universit\u00e9 Tsinghua de P\u00e9kin ont pr\u00e9sent\u00e9 le concept de la ville de 15 minutes.<\/p>","protected":false},"author":6,"featured_media":5697,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[150,107,105],"class_list":["post-5695","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-benefits","tag-generative-ai","tag-machine-learning"],"yoast_head":"\nStudy shows AI can design cities better than humans | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/fr\/2023\/09\/study-shows-ai-can-design-cities-better-than-humans\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Study shows AI can design cities better than humans | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Successful urban planning needs to satisfy a complex combination of aesthetics, practicality, and human needs. A recent study found that AI urban planning tools are better and much faster than human city planners at a number of the more mundane aspects of urban planning. In 2020, Carlos Moreno introduced the idea of the 15-minute city, where residents are never more than a 15-minute walk or bike ride from all the services they need. The simplicity of the idea belies the complex planning it takes to achieve these efficiencies. Automation scientist Yu Zheng and his colleagues from Tsinghua University in Beijing\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/fr\/2023\/09\/study-shows-ai-can-design-cities-better-than-humans\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-20T08:37:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-09-20T08:40:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/09\/Urban-planning-with-AI.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"799\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Eugene van der Watt\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" 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