{"id":7755,"date":"2025-04-21T12:55:48","date_gmt":"2025-04-21T12:55:48","guid":{"rendered":"https:\/\/biotr.org\/?p=7755"},"modified":"2025-04-21T13:02:50","modified_gmt":"2025-04-21T13:02:50","slug":"yapay-zeka-ve-biomimicry-dogadan-ilham-alan-zeka","status":"publish","type":"post","link":"https:\/\/biotr.org\/index.php\/2025\/04\/21\/yapay-zeka-ve-biomimicry-dogadan-ilham-alan-zeka\/","title":{"rendered":"Yapay Zeka ve Biomimicry: Do\u011fadan \u0130lham Alan Zeka"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"7755\" class=\"elementor elementor-7755\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d0d35f2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d0d35f2\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-66dc89b\" data-id=\"66dc89b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c7cb1a0 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"c7cb1a0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 08-11-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-large\"><br><br><br><p style=\"margin-top:0in;margin-right:0in;margin-bottom:11.25pt;margin-left:\n0in;mso-line-height-alt:19.5pt\"><b><span style=\"font-size:24.0pt;font-family:&quot;Calibri&quot;,sans-serif;mso-ascii-theme-font:\nminor-latin;mso-hansi-theme-font:minor-latin;mso-bidi-theme-font:minor-latin\">Yapay Zeka ve Biomimicry: Do\u011fadan \u0130lham Alan Zeka<o:p><\/o:p><\/span><\/b><\/p>\n\n<br><\/h1>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3094f11 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3094f11\" data-element_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-a5d3818\" data-id=\"a5d3818\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ec06bd0 elementor-widget elementor-widget-spacer\" data-id=\"ec06bd0\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 08-11-2023 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container{height:100%;width:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty,.e-con>.elementor-widget-spacer.elementor-widget-empty{position:relative;min-height:22px;min-width:22px}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon,.e-con>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon{position:absolute;top:0;bottom:0;left:0;right:0;margin:auto;padding:0;width:22px;height:22px}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-742db9e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"742db9e\" data-element_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-4fbc407\" data-id=\"4fbc407\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0be663d elementor-widget elementor-widget-text-editor\" data-id=\"0be663d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 08-11-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p style=\"line-height: 19.5pt; margin: 0in 0in 11.25pt 0in;\"><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Yapay zeka (AI) ve biomimicry, birbirinden farkl\u0131 g\u00f6r\u00fcnen ama asl\u0131nda derin bir uyum ve sinerji i\u00e7inde \u00e7al\u0131\u015fan iki kavramd\u0131r. Biomimicry, do\u011fadan ilham alarak s\u00fcrd\u00fcr\u00fclebilir ve yenilik\u00e7i \u00e7\u00f6z\u00fcmler geli\u015ftirme s\u00fcrecidir. Yapay zeka ise insan zek\u00e2s\u0131n\u0131 taklit eden algoritmalar ve sistemler olu\u015fturmay\u0131 ama\u00e7lar. Bu iki alan\u0131n bir araya gelmesi, daha ak\u0131ll\u0131,\u00a0<b>s\u00fcrd\u00fcr\u00fclebilir<\/b>\u00a0ve etkili teknolojik \u00e7\u00f6z\u00fcmler geli\u015ftirmek i\u00e7in b\u00fcy\u00fck bir potansiyel ta\u015f\u0131r. Do\u011fan\u0131n milyonlarca y\u0131ll\u0131k evrimsel bilgi birikimi, yapay zeka algoritmalar\u0131yla harmanland\u0131\u011f\u0131nda, karma\u015f\u0131k sorunlara yarat\u0131c\u0131 ve \u00e7evre dostu \u00e7\u00f6z\u00fcmler \u00fcretilebilir.<\/span><\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-777467a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"777467a\" data-element_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-82a030d\" data-id=\"82a030d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-50c21c1 elementor-widget elementor-widget-image\" data-id=\"50c21c1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 08-11-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"512\" src=\"https:\/\/biotr.org\/wp-content\/uploads\/2025\/04\/yapay-zeka1.jpg\" class=\"attachment-medium_large size-medium_large wp-image-7756\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/biotr.org\/wp-content\/uploads\/2025\/04\/yapay-zeka1.jpg 768w, https:\/\/biotr.org\/wp-content\/uploads\/2025\/04\/yapay-zeka1-300x200.jpg 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-056763d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"056763d\" data-element_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-bb78372\" data-id=\"bb78372\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-86a4a15 elementor-widget elementor-widget-text-editor\" data-id=\"86a4a15\" data-element_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<h5 style=\"margin-top: 0in; line-height: 22.5pt;\"><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Yapay Zeka ve Biomimicry Nas\u0131l Bulu\u015fuyor?<\/span><\/h5><p class=\"MsoNormal\">\u00a0<\/p><p style=\"text-indent: -.25in; line-height: 19.5pt; mso-list: l0 level1 lfo1; tab-stops: list .5in; margin: 0in 0in 11.25pt .5in;\"><!-- [if !supportLists]--><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">1.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0 <\/span><\/span><!--[endif]--><strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Do\u011fal Algoritmalar\u0131n \u0130lham\u0131<\/span><\/strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">: Do\u011fada, problem \u00e7\u00f6zme ve karar alma s\u00fcre\u00e7lerinde biyolojik organizmalar\u0131n kulland\u0131\u011f\u0131 algoritmalar, yapay zeka sistemleri i\u00e7in model olu\u015fturabilir. \u00d6rne\u011fin, kar\u0131nca kolonilerinin besin arama stratejileri, yapay zeka alan\u0131nda \u201ckar\u0131nca koloni algoritmalar\u0131\u201d ad\u0131 verilen optimizasyon tekniklerine ilham olmu\u015ftur. Bu algoritmalar, karma\u015f\u0131k problem \u00e7\u00f6zme ve rota belirleme gibi g\u00f6revlerde kullan\u0131l\u0131r.<\/span><\/p><p style=\"text-indent: -.25in; line-height: 19.5pt; mso-list: l0 level1 lfo1; tab-stops: list .5in; margin: 0in 0in 11.25pt .5in;\"><!-- [if !supportLists]--><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">2.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0 <\/span><\/span><!--[endif]--><strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Sinir A\u011flar\u0131 ve Beyin Modeli<\/span><\/strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">: Yapay sinir a\u011flar\u0131 (Artificial Neural Networks, ANN), insan beynindeki n\u00f6ronlar ve sinapslar gibi biyolojik sinir sistemlerinden ilham al\u0131narak geli\u015ftirilmi\u015ftir. Bu modelleme, makine \u00f6\u011frenmesinde kullan\u0131lan en temel y\u00f6ntemlerden biridir. Beyindeki biyolojik s\u00fcre\u00e7lerin taklit edilmesiyle yapay zeka, g\u00f6r\u00fcnt\u00fc tan\u0131ma, dil i\u015fleme ve \u00f6\u011frenme gibi karma\u015f\u0131k g\u00f6revlerde b\u00fcy\u00fck ilerlemeler kaydetmi\u015ftir.<\/span><\/p><p style=\"text-indent: -.25in; line-height: 19.5pt; mso-list: l0 level1 lfo1; tab-stops: list .5in; margin: 0in 0in 11.25pt .5in;\"><!-- [if !supportLists]--><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">3.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0 <\/span><\/span><!--[endif]--><strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Robotik ve Biyomimikri<\/span><\/strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">: Yapay zekan\u0131n fiziksel d\u00fcnyadaki uygulamalar\u0131ndan biri olan robotik, biomimicry ile do\u011frudan etkile\u015fim i\u00e7erisindedir. \u00d6rne\u011fin, bal\u0131klar\u0131n y\u00fczme tekni\u011fi veya ku\u015flar\u0131n u\u00e7u\u015f mekanizmalar\u0131, robotlara daha etkili hareket kabiliyeti kazand\u0131rmak i\u00e7in incelenmektedir.\u00a0<\/span><strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Boston Dynamics<\/span><\/strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">\u00a0taraf\u0131ndan geli\u015ftirilen robotlar\u0131n bir\u00e7o\u011fu hayvanlar\u0131n hareketlerini taklit ederek daha dinamik ve dengeli y\u00fcr\u00fcy\u00fc\u015f sistemleri geli\u015ftirmi\u015ftir.<\/span><\/p><p style=\"text-indent: -.25in; line-height: 19.5pt; mso-list: l0 level1 lfo1; tab-stops: list .5in; margin: 0in 0in 11.25pt .5in;\"><!-- [if !supportLists]--><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">4.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0 <\/span><\/span><!--[endif]--><strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Do\u011fal \u00d6\u011frenme Modelleri<\/span><\/strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">: Do\u011fadaki organizmalar, \u00e7evrelerinden s\u00fcrekli olarak \u00f6\u011frenir ve adapte olurlar. Bu do\u011fal \u00f6\u011frenme s\u00fcreci, yapay zekadaki peki\u015ftirmeli \u00f6\u011frenme (reinforcement learning) algoritmalar\u0131na ilham olmu\u015ftur. \u00d6rne\u011fin, bir y\u0131rt\u0131c\u0131 hayvan\u0131n av\u0131n\u0131 yakalama s\u00fcrecindeki stratejik hamleleri, yapay zeka sistemlerinde karma\u015f\u0131k oyun teorisi problemlerini \u00e7\u00f6zmek i\u00e7in kullan\u0131labilir.<\/span><\/p><p>\u00a0<\/p><p style=\"text-indent: -.25in; line-height: 19.5pt; mso-list: l0 level1 lfo1; tab-stops: list .5in; margin: 0in 0in 11.25pt .5in;\"><!-- [if !supportLists]--><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">5.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0 <\/span><\/span><!--[endif]--><strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">S\u00fcrd\u00fcr\u00fclebilir \u00c7\u00f6z\u00fcmler<\/span><\/strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">: Yapay zeka ve biomimicry bir araya geldi\u011finde, \u00e7evre dostu \u00e7\u00f6z\u00fcmler \u00fcretmek m\u00fcmk\u00fcn hale gelir. \u00d6zellikle enerji verimlili\u011fi, \u015fehir planlama, su y\u00f6netimi gibi alanlarda do\u011fadan ilham alan yapay zeka sistemleri, hem daha etkili hem de s\u00fcrd\u00fcr\u00fclebilir projeler geli\u015ftirmeye yard\u0131mc\u0131 olabilir. \u00d6rne\u011fin, termit yuvalar\u0131ndan ilham alan havaland\u0131rma sistemleri veya ar\u0131lar\u0131n koloni davran\u0131\u015flar\u0131ndan esinlenen yapay zeka y\u00f6netim sistemleri, do\u011fal kaynaklar\u0131 daha verimli kullanmam\u0131z\u0131 sa\u011flar.<\/span><\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c9b73c3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c9b73c3\" data-element_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-5012128\" data-id=\"5012128\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c0a2f94 elementor-widget elementor-widget-image\" data-id=\"c0a2f94\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"465\" src=\"https:\/\/biotr.org\/wp-content\/uploads\/2025\/04\/yapayzeka2.jpg\" class=\"attachment-medium_large size-medium_large wp-image-7761\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/biotr.org\/wp-content\/uploads\/2025\/04\/yapayzeka2.jpg 768w, https:\/\/biotr.org\/wp-content\/uploads\/2025\/04\/yapayzeka2-300x182.jpg 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-28bfc5d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"28bfc5d\" data-element_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-6daed97\" data-id=\"6daed97\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f57821b elementor-widget elementor-widget-text-editor\" data-id=\"f57821b\" data-element_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<h6 style=\"margin-top: 0in; line-height: 19.5pt;\"><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">\u00d6rnekler<\/span><\/h6><p style=\"text-indent: -.25in; line-height: 19.5pt; mso-list: l0 level1 lfo1; tab-stops: list .5in; margin: 0in 0in 11.25pt .5in;\"><!-- [if !supportLists]--><span style=\"font-size: 10.0pt; mso-bidi-font-size: 12.0pt; font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\">\u00b7<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/span><\/span><!--[endif]--><strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Yapay Ar\u0131 Kolonileri<\/span><\/strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">: Baz\u0131 yapay zeka sistemleri, ar\u0131lar\u0131n karma\u015f\u0131k g\u00f6rev payla\u015f\u0131m\u0131ndan ilham alarak optimizasyon algoritmalar\u0131 geli\u015ftirmi\u015ftir. Ar\u0131 kolonisi algoritmalar\u0131 (ABC), m\u00fchendislikte ve yaz\u0131l\u0131m geli\u015ftirmede zorlu optimizasyon sorunlar\u0131n\u0131 \u00e7\u00f6zmek i\u00e7in kullan\u0131l\u0131r.<\/span><\/p><p>\u00a0<\/p><p style=\"text-indent: -.25in; line-height: 19.5pt; mso-list: l0 level1 lfo1; tab-stops: list .5in; margin: 0in 0in 11.25pt .5in;\"><!-- [if !supportLists]--><span style=\"font-size: 10.0pt; mso-bidi-font-size: 12.0pt; font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\">\u00b7<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/span><\/span><!--[endif]--><strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Bal\u0131k S\u00fcr\u00fcleri ve Otonom Ara\u00e7lar<\/span><\/strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">: Bal\u0131k s\u00fcr\u00fclerinin birlikte hareket etme bi\u00e7imleri, s\u00fcr\u00fc zekas\u0131 (swarm intelligence) olarak bilinen bir yapay zeka tekni\u011fine ilham olmu\u015ftur. Bu teknoloji, otonom ara\u00e7lar\u0131n birbirleriyle uyumlu bir \u015fekilde hareket etmelerini sa\u011flamak i\u00e7in kullan\u0131lmaktad\u0131r.<\/span><\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8488d83 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8488d83\" data-element_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-601fac9\" data-id=\"601fac9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fbb5227 elementor-widget elementor-widget-text-editor\" data-id=\"fbb5227\" data-element_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<h6 style=\"margin-top: 0in; line-height: 19.5pt;\"><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Kaynaklar:<\/span><\/h6><p style=\"text-indent: -.25in; line-height: 19.5pt; mso-list: l0 level1 lfo1; tab-stops: list .5in; margin: 0in 0in 11.25pt .5in;\"><!-- [if !supportLists]--><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">1.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0 <\/span><\/span><!--[endif]--><strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Benner, Steven A.<\/span><\/strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">\u00a0<\/span><em><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Artificial Intelligence and the Science of Biomimicry: How Nature\u2019s Designs are Inspiring Technological Innovation.<\/span><\/em><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">\u00a0(2019) Bu kaynak, do\u011fadan al\u0131nan ilham\u0131n teknolojik inovasyonlara nas\u0131l aktar\u0131ld\u0131\u011f\u0131n\u0131 ayr\u0131nt\u0131l\u0131 bir \u015fekilde inceliyor. Yapay zeka ve biyomimikri aras\u0131ndaki ba\u011flar\u0131 ke\u015ffetmek isteyenler i\u00e7in kapsaml\u0131 bir referans.<\/span><\/p><p style=\"text-indent: -.25in; line-height: 19.5pt; mso-list: l0 level1 lfo1; tab-stops: list .5in; margin: 0in 0in 11.25pt .5in;\"><!-- [if !supportLists]--><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">2.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0 <\/span><\/span><!--[endif]--><strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Bar-Cohen, Yoseph.<\/span><\/strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">\u00a0<\/span><em><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Biomimetics: Nature-Based Innovation.<\/span><\/em><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">\u00a0(2011) Kitap, do\u011fadaki biyolojik sistemlerden esinlenerek yap\u0131lan teknolojik yeniliklerin nas\u0131l ortaya \u00e7\u0131kt\u0131\u011f\u0131n\u0131 ve bunlar\u0131n yapay zeka ile nas\u0131l birle\u015fti\u011fini anlat\u0131yor.<\/span><\/p><p style=\"text-indent: -.25in; line-height: 19.5pt; mso-list: l0 level1 lfo1; tab-stops: list .5in; margin: 0in 0in 11.25pt .5in;\"><!-- [if !supportLists]--><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">3.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-variant-emoji: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0\u00a0 <\/span><\/span><!--[endif]--><strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Francesca, Jovani.<\/span><\/strong><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">\u00a0<\/span><em><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-fareast-font-family: 'Times New Roman'; mso-fareast-theme-font: major-fareast; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">From Biomimicry to Artificial Intelligence: Synergistic Strategies for Sustainable Solutions.<\/span><\/em><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">\u00a0(2020) Bu \u00e7al\u0131\u015fmada, yapay zekan\u0131n biyomimikri y\u00f6ntemleriyle nas\u0131l b\u00fct\u00fcnle\u015fti\u011fi ve s\u00fcrd\u00fcr\u00fclebilir \u00e7\u00f6z\u00fcmler i\u00e7in nas\u0131l bir sinerji yaratt\u0131\u011f\u0131 ele al\u0131n\u0131yor.<\/span><\/p><p style=\"line-height: 19.5pt; margin: 0in 0in 11.25pt 0in;\"><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Biomimicry ve yapay zeka, yenilik\u00e7i teknolojiler geli\u015ftirmek i\u00e7in do\u011fal d\u00fcnyadan \u00f6\u011frendi\u011fimiz \u00e7\u00f6z\u00fcmleri ileriye ta\u015f\u0131yor. Bu sinerji, gelecekte hem \u00e7evreyi koruyan hem de daha etkili teknolojik \u00e7\u00f6z\u00fcmler geli\u015ftiren bir d\u00fcnya yaratmam\u0131za yard\u0131mc\u0131 olabilir.<\/span><\/p><h5 style=\"margin-top: 0in; line-height: 22.5pt;\"><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Bu konu hakk\u0131nda daha fazla kaynak i\u00e7in bak\u0131n\u0131z:<\/span><\/h5><h1 style=\"margin-top: 0in; line-height: 40.5pt;\"><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">\u00a01.<\/span><a style=\"font-family: Poppins, sans-serif; font-weight: 400; background-color: #ffffff; font-size: 16px;\" href=\"https:\/\/www.piyon.co\/sayi-7\/biyomimikri-gelecegin-teknolojileri\/\"><b>\u00a0Yapay Zeka \u0130\u00e7in Biyolojik Zekadan \u0130lham Almak<\/b><\/a><\/h1><h1 style=\"text-indent: 0px; margin-top: 0in; line-height: 40.5pt;\"><span style=\"font-size: 2.5rem; text-indent: -0.25in;\">\u00a0<\/span><span style=\"font-size: 2.5rem; text-indent: -0.25in; font-family: Calibri, sans-serif;\">2.<span style=\"font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-alternates: normal; font-size-adjust: none; font-kerning: auto; font-optical-sizing: auto; font-feature-settings: normal; font-variation-settings: normal; font-variant-position: normal; font-variant-emoji: normal; font-weight: normal; font-stretch: normal; font-size: 7pt; line-height: normal; font-family: 'Times New Roman';\">\u00a0\u00a0\u00a0 <\/span><\/span><span style=\"font-size: 2.5rem; text-indent: -0.25in; font-family: Calibri, sans-serif;\"><a href=\"https:\/\/www.learnbiomimicry.com\/blog\/bio-inspired-AI\"><span style=\"font-size: 12.0pt;\">Bio-Inspired AI: When Generative AI and Biomimicry Overlap<\/span><\/a><\/span><\/h1>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fcea327 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fcea327\" data-element_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-312998d\" data-id=\"312998d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-74b6b20 elementor-widget elementor-widget-text-editor\" data-id=\"74b6b20\" data-element_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<p style=\"line-height: 19.5pt; margin: 0in 0in 11.25pt 0in;\"><i><span style=\"font-family: 'Calibri',sans-serif; mso-ascii-theme-font: minor-latin; mso-hansi-theme-font: minor-latin; mso-bidi-theme-font: minor-latin;\">Bu yaz\u0131 ve kaynak ara\u015ft\u0131rmalar\u0131nda Yapay Zeka AI kullan\u0131lm\u0131\u015ft\u0131r.<\/span><\/i><\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-67048b3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"67048b3\" data-element_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-f0a000e\" data-id=\"f0a000e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c84cd71 elementor-widget elementor-widget-spacer\" data-id=\"c84cd71\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-af4c449 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"af4c449\" data-element_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-68b7f95\" data-id=\"68b7f95\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3afc96d elementor-widget elementor-widget-heading\" data-id=\"3afc96d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Di\u011fer Yaz\u0131lar\u0131m\u0131z<br><\/h4>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0409e65 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0409e65\" data-element_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-c665d5c\" data-id=\"c665d5c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-89ac2da elementor-widget elementor-widget-creote-blog-post-v1\" data-id=\"89ac2da\" data-element_type=\"widget\" data-widget_type=\"creote-blog-post-v1.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<section class=\"blog_post_section  elemen_wp   four_column news_wrapper_grid style_ten \">\n   <div class=\"grid_show_case grid_layout clearfix\">\n      <!-- swiper-slide -->\n                              <div class=\"grid_box _card\">\n         <div class=\"news_box style_ten\">\n                     <div class=\"image_box\">\n               <img width=\"497\" height=\"383\" src=\"https:\/\/biotr.org\/wp-content\/uploads\/2026\/01\/Screenshot-2026-01-26-173842.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/biotr.org\/wp-content\/uploads\/2026\/01\/Screenshot-2026-01-26-173842.png 497w, https:\/\/biotr.org\/wp-content\/uploads\/2026\/01\/Screenshot-2026-01-26-173842-300x231.png 300w\" sizes=\"(max-width: 497px) 100vw, 497px\" \/>            <\/div>\n             \n            <h2 class=\"title\"><a href=\"https:\/\/biotr.org\/index.php\/2026\/01\/26\/plastik-cagini-sona-erdirecek-malzeme-sadece-5-gunde-yetisen-mantar-ambalajlar\/\" rel=\"bookmark\">Plastik \u00c7a\u011f\u0131n\u0131 Sona Erdirecek Malzeme: Sadece 5 G\u00fcnde Yeti\u015fen Mantar Ambalajlar<\/a><\/h2>            <ul>  <li class=\"cag\"> <a href=\"https:\/\/biotr.org\/index.php\/category\/biyomimikri\/\" class=\"categories\"><i class=\"icon-folder\"><\/i>Biyomimikri<\/a> <\/li><li class=\"dte\"><i class=\"icon-clock\"><\/i>26 Ocak 2026<\/li>\n       <\/ul>\n         <\/div>\n      <\/div>\n                              <div class=\"grid_box _card\">\n         <div class=\"news_box style_ten\">\n                     <div class=\"image_box\">\n               <img width=\"1047\" height=\"435\" src=\"https:\/\/biotr.org\/wp-content\/uploads\/2026\/01\/Screenshot-2026-01-19-182142.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/biotr.org\/wp-content\/uploads\/2026\/01\/Screenshot-2026-01-19-182142.png 1047w, https:\/\/biotr.org\/wp-content\/uploads\/2026\/01\/Screenshot-2026-01-19-182142-300x125.png 300w, https:\/\/biotr.org\/wp-content\/uploads\/2026\/01\/Screenshot-2026-01-19-182142-1024x425.png 1024w, https:\/\/biotr.org\/wp-content\/uploads\/2026\/01\/Screenshot-2026-01-19-182142-768x319.png 768w\" sizes=\"(max-width: 1047px) 100vw, 1047px\" \/>            <\/div>\n             \n            <h2 class=\"title\"><a href=\"https:\/\/biotr.org\/index.php\/2026\/01\/19\/radyant-tavan-panelleri-gelecegin-iklimlendirme-sistemi-olabilir-mi\/\" rel=\"bookmark\">Radyant Tavan Panelleri Gelece\u011fin \u0130klimlendirme Sistemi Olabilir Mi?<\/a><\/h2>            <ul>  <li class=\"cag\"> <a href=\"https:\/\/biotr.org\/index.php\/category\/gelecek-okuryazarligi\/\" class=\"categories\"><i class=\"icon-folder\"><\/i>Gelecek Okuryazarl\u0131\u011f\u0131<\/a> <\/li><li class=\"dte\"><i class=\"icon-clock\"><\/i>19 Ocak 2026<\/li>\n       <\/ul>\n         <\/div>\n      <\/div>\n                              <div class=\"grid_box _card\">\n         <div class=\"news_box style_ten\">\n                     <div class=\"image_box\">\n               <img width=\"753\" height=\"1000\" src=\"https:\/\/biotr.org\/wp-content\/uploads\/2026\/01\/2150842772.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" 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data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0d43f2c\" data-id=\"0d43f2c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f772bcc elementor-widget__width-initial elementor-widget elementor-widget-creote-themebtns-v1\" data-id=\"f772bcc\" data-element_type=\"widget\" data-widget_type=\"creote-themebtns-v1.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"theme_btn_all color_one\">\n       <a href=\"\"   target=&quot;_blank&quot;  rel=&quot;nofollow&quot; class=\"theme-btn one\">\n   Daha Fazla   <\/a>\n   <\/div>\n\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Yapay Zeka ve Biomimicry: Do\u011fadan \u0130lham Alan Zeka Yapay zeka (AI) ve biomimicry, birbirinden farkl\u0131 g\u00f6r\u00fcnen ama asl\u0131nda derin bir uyum ve sinerji i\u00e7inde \u00e7al\u0131\u015fan iki kavramd\u0131r. Biomimicry, do\u011fadan ilham alarak s\u00fcrd\u00fcr\u00fclebilir ve yenilik\u00e7i \u00e7\u00f6z\u00fcmler geli\u015ftirme s\u00fcrecidir. Yapay zeka ise insan zek\u00e2s\u0131n\u0131 taklit eden algoritmalar ve sistemler olu\u015fturmay\u0131 ama\u00e7lar. Bu iki alan\u0131n bir araya gelmesi, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":7756,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":[],"categories":[16,73],"tags":[76,102,87,120,121,103,104,114,111,110,113,118,119,116,105],"_links":{"self":[{"href":"https:\/\/biotr.org\/index.php\/wp-json\/wp\/v2\/posts\/7755"}],"collection":[{"href":"https:\/\/biotr.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/biotr.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/biotr.org\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/biotr.org\/index.php\/wp-json\/wp\/v2\/comments?post=7755"}],"version-history":[{"count":10,"href":"https:\/\/biotr.org\/index.php\/wp-json\/wp\/v2\/posts\/7755\/revisions"}],"predecessor-version":[{"id":7767,"href":"https:\/\/biotr.org\/index.php\/wp-json\/wp\/v2\/posts\/7755\/revisions\/7767"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/biotr.org\/index.php\/wp-json\/wp\/v2\/media\/7756"}],"wp:attachment":[{"href":"https:\/\/biotr.org\/index.php\/wp-json\/wp\/v2\/media?parent=7755"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/biotr.org\/index.php\/wp-json\/wp\/v2\/categories?post=7755"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/biotr.org\/index.php\/wp-json\/wp\/v2\/tags?post=7755"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}