{"id":4428,"date":"2025-06-30T13:56:13","date_gmt":"2025-06-30T11:56:13","guid":{"rendered":"https:\/\/imm.webs.upv.es\/?p=4428"},"modified":"2025-07-24T08:33:27","modified_gmt":"2025-07-24T06:33:27","slug":"advances-in-nature-inspired-hybrid-algorithms","status":"publish","type":"post","link":"https:\/\/imm.webs.upv.es\/ca\/advances-in-nature-inspired-hybrid-algorithms\/","title":{"rendered":"Avan\u00e7os en algorismes h\u00edbrids inspirats en la naturalesa"},"content":{"rendered":"\n

L’IMM ha acollit la confer\u00e8ncia de la professora Fiza Zafar, experta en m\u00e8todes num\u00e8rics i optimitzaci\u00f3, i col\u00b7laboradora del grup d’investigaci\u00f3 DAMRES de l’IMM. La jornada ha acollit a nombrosos investigadors i estudiants.<\/p>\n\n\n

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Despr\u00e9s de la presentaci\u00f3 per part del director de l’IMM, Juan Carlos Cort\u00e9s, la professora Zafar ha abordat el potencial dels algorismes inspirats en la naturalesa (Nature-Inspired Algorithms, NIAs), destacant la seua capacitat per a oferir solucions innovadores a problemes complexos mitjan\u00e7ant la imitaci\u00f3 de processos naturals com l’evoluci\u00f3, el comportament d’eixams o la cooperaci\u00f3 entre individus. Entre estos algorismes es troben t\u00e8cniques conegudes com els algorismes gen\u00e8tics (GAs), l’optimitzaci\u00f3 per eixam de part\u00edcules (PSO), l’optimitzaci\u00f3 per col\u00f2nia de formigues (ACO) i l’optimitzaci\u00f3 per col\u00f2nia d’abelles artificials (ABC).<\/p>\n\n\n\n

Encara que estos algorismes mostren una gran capacitat d’exploraci\u00f3 d’espais de soluci\u00f3, tamb\u00e9 presenten desafiaments quant a la precisi\u00f3 i la velocitat de converg\u00e8ncia, especialment quan s’apliquen a sistemes no lineals. Per a abordar estes limitacions, la professora Zafar va presentar una innovadora l\u00ednia d’investigaci\u00f3 basada en algorismes h\u00edbrids, que combinen la naturalesa estoc\u00e0stica i explorat\u00f2ria dels NIAs amb m\u00e8todes deterministes d’alta precisi\u00f3 com els m\u00e8todes de Jarratt i Steffensen.<\/p>\n\n\n\n

La presentaci\u00f3 ha generat un gran inter\u00e9s entre els assistents, que han valorat especialment la projecci\u00f3 pr\u00e0ctica d’estes t\u00e8cniques i la seua capacitat per a millorar el rendiment d’algorismes cl\u00e0ssics en \u00e0rees d’aplicaci\u00f3 cada vegada m\u00e9s exigents.<\/p>\n\n\n\n

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La visita de Fiza Zafar compta amb el suport de IMU-CDC i la Fundaci\u00f3 Simons.<\/p>\n\n\n\n

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L’IMM ha acollit la confer\u00e8ncia de la professora Fiza Zafar, experta en m\u00e8todes num\u00e8rics i optimitzaci\u00f3, i col\u00b7laboradora del grup d’investigaci\u00f3 DAMRES de l’IMM. La jornada ha acollit a nombrosos investigadors i estudiants. Despr\u00e9s de la presentaci\u00f3 per part del director de l’IMM, Juan Carlos Cort\u00e9s, la professora Zafar ha… Show more<\/a><\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[8],"tags":[],"class_list":["post-4428","post","type-post","status-publish","format-standard","hentry","category-talks-seminars"],"translation":{"provider":"WPGlobus","version":"3.0.2","language":"ca","enabled_languages":["en","ca","es"],"languages":{"en":{"title":true,"content":true,"excerpt":false},"ca":{"title":true,"content":true,"excerpt":false},"es":{"title":true,"content":true,"excerpt":false}}},"yoast_head":"\nAvan\u00e7os en algorismes h\u00edbrids inspirats en la naturalesa - I. 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