{"id":6651,"date":"2026-02-22T21:20:43","date_gmt":"2026-02-22T21:20:43","guid":{"rendered":"https:\/\/izvestiyakbncran.ru\/?page_id=6651"},"modified":"2026-03-05T14:53:59","modified_gmt":"2026-03-05T14:53:59","slug":"28-1-3","status":"publish","type":"page","link":"https:\/\/izvestiyakbncran.ru\/index.php\/28-1-3\/","title":{"rendered":"28.1.3"},"content":{"rendered":"\n<h1 class=\"wp-block-heading has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-778265f28a6e7a3e227a8eb9a3261829\" style=\"font-size:22px\"><strong>\u0421\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0435 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0440\u044f\u0434\u043e\u0432 \u043f\u0440\u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0441\u0443\u0442\u043e\u0447\u043d\u043e\u0433\u043e \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u043d\u0430 \u044f\u0437\u044b\u043a\u0430\u0445 Python, R, C#, C++, Go, Java<\/strong><\/h1>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-small-font-size wp-elements-f2fed7ce4066a6f2faa49e19da2e141a\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><strong>\u0410. \u042d. \u0414\u0437\u0433\u043e\u0435\u0432, \u0421\u044f\u043d \u0425\u0443\u0430, \u0410. \u0414. \u041b\u0430\u0433\u0443\u043d\u043e\u0432\u0430, \u042f. \u0410. \u041a\u043e\u043f\u044b\u043b\u043e\u0432\u0430, \u0414. \u0412. \u041c\u043e\u0440\u043e\u0437\u043e\u0432, \u042f. \u0412. \u041c\u0430\u0436\u0435\u0439, \u0410. \u0412. \u0411\u0440\u0430\u0439\u043b\u043e\u0432\u0441\u043a\u0438\u0439, \u0414. \u0410. \u042e\u0434\u0438\u043d, \u0420. \u0410\u043b\u043b\u0430\u0431\u0435\u0440\u0433\u0435\u043d\u043e\u0432<\/strong><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-small-font-size wp-elements-d51d7754a92a648abb7d04ae8768dffa\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-small-font-size wp-elements-d51d7754a92a648abb7d04ae8768dffa\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\"><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:0\"\/>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-24a27e19 wp-block-group-is-layout-flex\" 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class=\"wp-block-button__link has-background-background-color has-text-color has-background has-link-color has-border-color has-small-font-size has-custom-font-size wp-element-button\" href=\"http:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/02\/3-dzgoev-syan-hua-lagunova-.pdf\" style=\"border-color:#5b1919;border-style:solid;border-width:2px;border-radius:8px;color:#5b1919;padding-top:0.4rem;padding-right:var(--wp--preset--spacing--40);padding-bottom:0.4rem;padding-left:var(--wp--preset--spacing--40)\">PDF<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:0px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-273e683f\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-09257349c2d293bef148613b0953c039\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><strong><em>\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f<\/em><\/strong>. 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\u044d\u043b\u0435\u043a\u0442\u0440\u043e\u044d\u043d\u0435\u0440\u0433\u0438\u044e.<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-6cfa4137dfc92b459f4fa98f9a231813\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-f5ed7edb30164dc2008a0fb5c56f5157\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><strong>\u0426\u0435\u043b\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f<\/strong> \u2013 \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u044b\u0439 \u043f\u043e\u0448\u0430\u0433\u043e\u0432\u044b\u0439 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c \u043f\u043e \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435 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\u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0430 Mathcad Express. \u041f\u043e\u043a\u0430\u0437\u0430\u043d\u044b \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u043c\u0435\u0442\u043e\u0434\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u044f\u0437\u044b\u043a\u043e\u0432 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f: Python, R, C#, C++, Go \u0438 Java.<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-6cfa4137dfc92b459f4fa98f9a231813\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-96a407459d81b9bfc8b8f8aa652fbe8d\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><strong>\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b<\/strong>. \u0410\u0432\u0442\u043e\u0440\u0430\u043c\u0438 \u0431\u044b\u043b \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c \u0440\u0430\u0441\u0447\u0435\u0442\u0430 \u0441\u0443\u0442\u043e\u0447\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u043f\u043e \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u043e\u043c\u0443 \u043c\u0435\u0442\u043e\u0434\u0443 \u0441\u043a\u043e\u043b\u044c\u0437\u044f\u0449\u0435\u0439 \u043c\u0430\u0442\u0440\u0438\u0446\u044b \u043d\u0430 \u044f\u0437\u044b\u043a\u0430\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f Python, R, C#, C++, Go \u0438 Java \u0434\u043b\u044f \u043f\u043e\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0433\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430. \u041f\u043e\u043a\u0430\u0437\u0430\u043d\u044b \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0445 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0439 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0430 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u044f\u043c: \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0441\u0442\u0440\u043e\u043a \u0438 \u0432\u0440\u0435\u043c\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u043a\u043e\u0434\u0430, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u043d\u0435\u0448\u043d\u0438\u0445 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u0438\u0437\u043c\u0430, \u043e\u0431\u044a\u0435\u043c \u043a\u043e\u0434\u0430 (\u0432 \u0441\u0438\u043c\u0432\u043e\u043b\u0430\u0445). \u041d\u0430 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445 \u0431\u044b\u043b\u043e \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u0447\u0442\u043e \u0432\u044b\u0431\u043e\u0440 \u044f\u0437\u044b\u043a\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0440\u0435\u0448\u0430\u0435\u043c\u043e\u0439 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c\u0438 \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430\u043c\u0438 \u0437\u0430\u0434\u0430\u0447\u0438. \u0421\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0434\u043e\u043a\u0430\u0437\u0430\u043d\u0430 \u0430\u0434\u0435\u043a\u0432\u0430\u0442\u043d\u043e\u0441\u0442\u044c \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043d\u043e\u0439 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u043e\u043d\u043d\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438 \u0438 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0443\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f. \u0420\u0430\u0441\u0441\u0447\u0438\u0442\u0430\u043d\u044b \u0434\u043e\u0432\u0435\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0438\u043d\u0442\u0435\u0440\u0432\u0430\u043b\u044b \u043a\u043e\u0440\u0438\u0434\u043e\u0440\u0430 \u043e\u0448\u0438\u0431\u043e\u043a \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u043d\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438.<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-6cfa4137dfc92b459f4fa98f9a231813\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-7b20521816963a70a2d38d4e3714a4b1\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><strong>\u0412\u044b\u0432\u043e\u0434\u044b<\/strong>. \u041f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043d\u043e\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u043b\u043e, \u0447\u0442\u043e \u0437\u0430\u0434\u0430\u0447\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0440\u0435\u0448\u0435\u043d\u0430 \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f Python. \u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0439 \u043a\u043e\u0434 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043c\u0435\u0442\u043e\u0434\u0430 \u0441\u043a\u043e\u043b\u044c\u0437\u044f\u0449\u0435\u0439 \u043c\u0430\u0442\u0440\u0438\u0446\u044b \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d \u0432 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0440\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u0438 \u043d\u0430 GitHub \u043f\u043e \u0441\u0441\u044b\u043b\u043a\u0435: https:\/\/github.com\/CollaborativeProgrammingTeam\/Method-of-Classicalsliding-matrix.<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-6cfa4137dfc92b459f4fa98f9a231813\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-13ebf4b7b4da2b57ce09590670395f0f\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><em><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0441\u043b\u043e\u0432\u0430<\/strong>: <\/em>\u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043c\u0435\u0442\u043e\u0434 \u0441\u043a\u043e\u043b\u044c\u0437\u044f\u0449\u0435\u0439 \u043c\u0430\u0442\u0440\u0438\u0446\u044b, \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0430, \u0430\u0434\u0435\u043a\u0432\u0430\u0442\u043d\u0430\u044f \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u043e\u043d\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c, \u043e\u0446\u0435\u043d\u043a\u0430 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430, \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f, \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u044f\u0437\u044b\u043a\u043e\u0432 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u0437\u0430\u0434\u0430\u0447\u0430 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u0438, \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u0430\u044f \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-6cfa4137dfc92b459f4fa98f9a231813\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-cb98dfd3c90c872c3014dd492cbd1e70\" style=\"margin-top:0;margin-bottom:0;font-size:12px;line-height:1.4\"><strong>\u0414\u043b\u044f \u0446\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f.<\/strong> \u0414\u0437\u0433\u043e\u0435\u0432 \u0410. \u042d., \u0421\u044f\u043d \u0425\u0443\u0430, \u041b\u0430\u0433\u0443\u043d\u043e\u0432\u0430 \u0410. \u0414., \u041a\u043e\u043f\u044b\u043b\u043e\u0432\u0430 \u042f. \u0410., \u041c\u043e\u0440\u043e\u0437\u043e\u0432 \u0414. \u0412., \u041c\u0430\u0436\u0435\u0439 \u042f. \u0412., \u0411\u0440\u0430\u0439\u043b\u043e\u0432\u0441\u043a\u0438\u0439 \u0410. \u0412., \u042e\u0434\u0438\u043d \u0414. \u0410., \u0410\u043b\u043b\u0430\u0431\u0435\u0440\u0433\u0435\u043d\u043e\u0432 \u0420. \u0421\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0435 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0440\u044f\u0434\u043e\u0432 \u043f\u0440\u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0441\u0443\u0442\u043e\u0447\u043d\u043e\u0433\u043e \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u043d\u0430 \u044f\u0437\u044b\u043a\u0430\u0445 Python, R, C#, C++, Go, Java \/\/ \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u041a\u0430\u0431\u0430\u0440\u0434\u0438\u043d\u043e-\u0411\u0430\u043b\u043a\u0430\u0440\u0441\u043a\u043e\u0433\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u0433\u043e \u0446\u0435\u043d\u0442\u0440\u0430 \u0420\u0410\u041d. 2026. \u0422. 28. \u2116 1. \u0421. 39\u201356. DOI: 10.35330\/1991-6639-2026-28-1-39-56<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-8f50c26b3cf7553d4e64da7af5e89fd2\" style=\"margin-top:0;margin-bottom:0;font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-8ce9968e7addce78ea019176e12ecbe7\" style=\"margin-top:0;margin-bottom:0;font-size:12px;line-height:1.4\">\u00a9&nbsp;&nbsp; \u0414\u0437\u0433\u043e\u0435\u0432 \u0410. \u042d., \u0421\u044f\u043d \u0425\u0443\u0430, \u041b\u0430\u0433\u0443\u043d\u043e\u0432\u0430 \u0410. \u0414., \u041a\u043e\u043f\u044b\u043b\u043e\u0432\u0430 \u042f. \u0410., \u041c\u043e\u0440\u043e\u0437\u043e\u0432 \u0414. \u0412., \u041c\u0430\u0436\u0435\u0439 \u042f. \u0412., \u0411\u0440\u0430\u0439\u043b\u043e\u0432\u0441\u043a\u0438\u0439 \u0410. \u0412., \u042e\u0434\u0438\u043d \u0414. \u0410., \u0410\u043b\u043b\u0430\u0431\u0435\u0440\u0433\u0435\u043d\u043e\u0432 \u0420., 2026<\/p>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-28a18568 wp-block-group-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20);padding-top:0;padding-bottom:0\">\n<figure class=\"wp-block-image size-full is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"80\" height=\"28\" src=\"https:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/03\/image.png\" alt=\"\" class=\"wp-image-7229\"\/><\/figure>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-f26f9deb3382788337f7dd875f42edfa\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:0;font-size:12px;line-height:1.4\">\u041a\u043e\u043d\u0442\u0435\u043d\u0442 \u0434\u043e\u0441\u0442\u0443\u043f\u0435\u043d \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439&nbsp;<a href=\"http:\/\/creativecommons.org\/licenses\/by\/4.0\/\" target=\"_blank\" rel=\"noreferrer noopener\">Creative Commons Attribution 4.0 License<\/a><\/p>\n<\/div>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-8f50c26b3cf7553d4e64da7af5e89fd2\" style=\"margin-top:0;margin-bottom:0;font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-62780e53fed18acb185c1acedc9300dc is-layout-flow wp-block-details-is-layout-flow\" style=\"font-size:14px\"><summary><strong>\u0421\u043f\u0438\u0441\u043e\u043a \u043b\u0438\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u044b<\/strong><\/summary>\n<ol class=\"wp-block-list\">\n<li class=\"has-foreground-color has-text-color has-link-color wp-elements-9f3188127daa205b314cf9471b013cac\"><em>Hota H. S., Handa R., Shrivas A. K.<\/em> Time series data prediction using sliding window based rbf neural network \/\/ International Journal of Computational Intelligence Research. 2017. Vol. 13. No. 5. Pp. 1145\u20131156.<\/li>\n\n\n\n<li><em>Zhan Z., Kim S.K.<\/em> Versatile time-window sliding machine learning techniques for stock market forecasting \/\/ Artificial Intelligence Review. 2024. Vol. 57. ID. 209. DOI: 10.1007\/s10462-024-10851-x<\/li>\n\n\n\n<li><em>Dalal S., Lilhore U.K., Seth B. et al.<\/em> A hybrid model for short-term energy load prediction based on transfer learning with lightgbm for smart grids in smart energy systems \/\/Journal of Urban Technology. DOI: 10.1080\/10630732.2024.2380639<\/li>\n\n\n\n<li><em>\u041a\u043e\u043b\u044c\u0432\u0430\u0445 \u0412. \u0424.<\/em> \u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043a\u043e\u043c\u0431\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0440\u044f\u0434\u043e\u0432: \u0443\u0447\u0435\u0431\u043d\u043e\u0435 \u043f\u043e\u0441\u043e\u0431\u0438\u0435. \u0412\u043b\u0430\u0434\u0438\u043a\u0430\u0432\u043a\u0430\u0437: \u0421\u041a\u0413\u041c\u0418 (\u0413\u0422\u0423), 2006. 214 \u0441.<\/li>\n\n\n\n<li><em>\u041b\u0430\u043f\u0443\u0448\u043a\u0438\u043d \u041c. \u041a.<\/em> \u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u044d\u043d\u0435\u0440\u0433\u0438\u0438 \u043d\u0430 \u0431\u0430\u0437\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u043e \u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0430\u0446\u0438\u0438 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043c\u043e\u0431\u0438\u043b\u0435\u0439 \/\/ \u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u043c\u043e\u043b\u043e\u0434\u044b\u0445 \u0443\u0447\u0435\u043d\u044b\u0445: \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u044b LXXXII \u041c\u0435\u0436\u0434\u0443\u043d\u0430\u0440\u043e\u0434\u043d\u043e\u0439 \u043d\u0430\u0443\u0447\u043d\u043e\u0439 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0438 (\u0433. \u041a\u0430\u0437\u0430\u043d\u044c, \u043c\u0430\u0439 2024 \u0433.). \u041a\u0430\u0437\u0430\u043d\u044c: \u041c\u043e\u043b\u043e\u0434\u043e\u0439 \u0443\u0447\u0435\u043d\u044b\u0439, \u0421. 65\u201375. EDN: UIPBFW<\/li>\n\n\n\n<li><em>Chen A., Pan Z., Liu J. et al.<\/em> Study on forecasting electricity consumption based on statistical modeling \/\/ Journal of Physics Conference Series. 2025. Vol. 3012. No. 1. P. 012067. DOI: 10.1088\/1742-6596\/3012\/1\/012067<\/li>\n\n\n\n<li><em>\u0413\u0440\u0430\u043c\u043e\u0432\u0438\u0447\u042f. \u0412., \u041c\u0443\u0441\u0430\u0442\u043e\u0432\u0414. \u042e., \u041f\u0435\u0442\u0440\u0443\u0441\u0435\u0432\u0438\u0447 \u0414. \u0410.<\/em> \u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u0431\u0435\u0433\u0433\u0438\u043d\u0433\u0430 \u0432 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0440\u044f\u0434\u043e\u0432 \/\/ Russian Technological Journal. 2024. Vol. 12. No. 1. Pp. 101\u2212110. DOI: 10.32362\/2500-316X-2024-12-1-101-110<\/li>\n\n\n\n<li><em>\u0414\u0437\u0433\u043e\u0435\u0432 \u0410. \u042d.<\/em> \u041c\u0435\u0442\u043e\u0434\u044b \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043f\u0440\u0435\u0434\u0438\u043a\u0442\u0438\u0432\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439: \u0443\u0447\u0435\u0431\u043d\u043e\u0435 \u043f\u043e\u0441\u043e\u0431\u0438\u0435. \u041c.: \u0420\u0422\u0423 \u041c\u0418\u0420\u042d\u0410, 2024. 147 \u0441.<\/li>\n\n\n\n<li><em>Zhang W., Liu J., Deng W. et al.<\/em> AMTCN: An attention-based multivariate temporal convolutional network for electricity consumption prediction \/\/ Electronics. 2024. Vol. 13. P. 4080. DOI: 10.3390\/ electronics13204080<\/li>\n\n\n\n<li><em>\u041a\u0430\u0441\u0441\u0435\u043c \u0421. \u0410., \u0418\u0431\u0440\u0430\u0433\u0438\u043c \u0410. \u0425. \u0410., \u0425\u0430\u0441\u0430\u043d \u0410. \u041c., \u041b\u043e\u0433\u0430\u0447\u0435\u0432\u0430 \u0410. \u0413.<\/em> \u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u0441 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435\u043c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \/\/ \u0412\u0435\u0441\u0442\u043d\u0438\u043a \u0422\u044e\u043c\u0435\u043d\u0441\u043a\u043e\u0433\u043e \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430. \u0424\u0438\u0437\u0438\u043a\u043e-\u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435. \u041d\u0435\u0444\u0442\u044c, \u0433\u0430\u0437, \u044d\u043d\u0435\u0440\u0433\u0435\u0442\u0438\u043a\u0430. 2021. \u0422. 7. \u2116 1(25). \u0421. 177\u2013193. DOI: 10.21684\/2411-7978-2021-7-1-177-193<\/li>\n\n\n\n<li><em>\u0413\u043b\u0430\u0437\u044b\u0440\u0438\u043d \u0410. \u0421., \u0411\u043e\u043b\u043e\u0432\u0438\u043d \u0415. \u0412., \u0410\u0440\u0445\u0438\u043f\u043e\u0432\u0430 \u041e. \u0412. \u0438 \u0434\u0440.<\/em> \u0410\u0434\u0430\u043f\u0442\u0438\u0432\u043d\u043e\u0435 \u043a\u0440\u0430\u0442\u043a\u043e\u0441\u0440\u043e\u0447\u043d\u043e\u0435 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u044d\u043d\u0435\u0440\u0433\u0438\u0438 \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u044b\u043c\u0438 \u044d\u043d\u0435\u0440\u0433\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u0438 \u043c\u0430\u043b\u044b\u0445 \u0441\u0435\u0432\u0435\u0440\u043d\u044b\u0445<br>\u043f\u043e\u0441\u0435\u043b\u0435\u043d\u0438\u0439 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0440\u0435\u0442\u0440\u043e\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u043e\u043d\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \/\/ \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u0422\u043e\u043c\u0441\u043a\u043e\u0433\u043e \u043f\u043e\u043b\u0438\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430. \u0418\u043d\u0436\u0438\u043d\u0438\u0440\u0438\u043d\u0433 \u0433\u0435\u043e\u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432. 2023. \u0422. 334. \u2116 4. \u0421. 231\u2013248. DOI: 10.18799\/24131830\/2023\/4\/4213<\/li>\n\n\n\n<li><em>Yu K., Cao J., Chen X. et al.<\/em> Residential load forecasting based on electricity consumption pattern clustering \/\/ Frontiers in Energy Research. 2023. Vol. 10. P. 1113733. DOI: 10.3389\/fenrg.2022.1113733<\/li>\n\n\n\n<li><em>Yuan B., He B., Yan J. et al<\/em>. Short-term electricity consumption forecasting method based on empirical mode decomposition of long-short term memory network \/\/ IOP Conf. Series: Earth<br>and Environmental Science. 2022. Vol. 983. P. 012004. DOI: 10.1088\/1755-1315\/983\/1\/012004<\/li>\n\n\n\n<li><em>\u0411\u043e\u0440\u0442\u043d\u0438\u043a \u0414. \u0412., \u041e\u0440\u043b\u043e\u0432 \u0410. \u0418<\/em>. \u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0432 \u0437\u0430\u0434\u0430\u0447\u0435 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u044d\u043d\u0435\u0440\u0433\u0438\u0438 \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u0435\u043c \/\/ \u0412\u0435\u0441\u0442\u043d\u0438\u043a \u0427\u0443\u0432\u0430\u0448\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430. \u2116 4. \u0421. 57\u201365. DOI: 10.47026\/1810-1909-2023-4-57-65<\/li>\n\n\n\n<li><em>\u0410\u043b\u043a\u0430\u0446\u0435\u0432 \u041c. \u0418., \u0414\u0437\u0433\u043e\u0435\u0432 \u0410. \u042d., \u0411\u0435\u0442\u0440\u043e\u0437\u043e\u0432 \u041c. \u0421.<\/em> \u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043c\u0435\u0442\u043e\u0434\u0430 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u044d\u043d\u0435\u0440\u0433\u0438\u0438 \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0435 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u0441\u043d\u0430\u0431\u0436\u0435\u043d\u0438\u0435\u043c \u0440\u0435\u0433\u0438\u043e\u043d\u0430 \/\/ \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u0432\u044b\u0441\u0448\u0438\u0445 \u0443\u0447\u0435\u0431\u043d\u044b\u0445 \u0437\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0439. \u041f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u044d\u043d\u0435\u0440\u0433\u0435\u0442\u0438\u043a\u0438. 2012. \u2116 5-6. \u0421. 30\u201337. EDN: PCYGBL<\/li>\n\n\n\n<li><em>\u041a\u043e\u043b\u0442\u044b\u0433\u0438\u043d \u0414. \u0421., \u0417\u0435\u043b\u0435\u043d\u043a\u043e\u0432 \u0418. \u0410.<\/em> \u0410\u043d\u0430\u043b\u0438\u0437 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0441\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u043a\u0438 \u043c\u0430\u0441\u0441\u0438\u0432\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438 \u044f\u0437\u044b\u043a\u043e\u0432 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0440\u0430\u0437\u043d\u044b\u0445 \u0443\u0440\u043e\u0432\u043d\u0435\u0439 \/\/ \u0422\u0440\u0443\u0434\u044b \u0411\u0440\u0430\u0442\u0441\u043a\u043e\u0433\u043e \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430. \u0421\u0435\u0440\u0438\u044f: \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u044b\u0435 \u043d\u0430\u0443\u043a\u0438. 2024. \u0422. 1. \u0421. 17\u201321. EDN: BLFPMT<\/li>\n\n\n\n<li><em>\u041c\u0438\u0440\u0437\u043e\u0435\u0432\u0430 \u041a. \u0410<\/em>. \u041c\u0435\u0442\u043e\u0434\u0438\u043a\u0430 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u044f\u0437\u044b\u043a\u043e\u0432 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f Phyton, C++ \u0438 \u0438\u0445 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \/\/ Society and innovations. 2022. \u0422. 3. \u2116 3. \u0421. 126\u2013133. DOI: 10.47689\/2181-1415-vol3-iss3-pp126-133<\/li>\n\n\n\n<li><em>Dzizinskaya D.V., Ledneva O.V., Tindova M.G., Yazykova S.V.<\/em> Forecasting electricity consumption time series in the R programming environment \/\/ Journal of Applied Informatics. Vol. 20. No. 2. Pp. 126\u2013143. DOI: 10.37791\/2687-0649-2025-20-2-126-143<\/li>\n\n\n\n<li><em>\u0418\u0432\u0430\u043d\u043e\u0432 \u0410. \u0410<\/em>. \u0421\u043f\u0440\u0430\u0432\u043e\u0447\u043d\u0438\u043a \u043f\u043e \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u0442\u0435\u0445\u043d\u0438\u043a\u0435. \u041a\u0438\u0435\u0432: \u0412\u0438\u0449\u0430 \u0448\u043a\u043e\u043b\u0430, 1972.<\/li>\n\n\n\n<li><em>\u041a\u0443\u0445\u043b\u0438\u043d\u0433 \u0425.<\/em> \u0421\u043f\u0440\u0430\u0432\u043e\u0447\u043d\u0438\u043a \u043f\u043e \u0444\u0438\u0437\u0438\u043a\u0435: \u043f\u0435\u0440. \u0441 \u043d\u0435\u043c. \u041c.: \u041c\u0438\u0440, 1982. 520 \u0441.<\/li>\n\n\n\n<li><em>\u0412\u043e\u0439\u0442\u0435\u043d\u043a\u043e\u0432\u0430 \u0415. \u0414., \u0414\u0437\u0433\u043e\u0435\u0432 \u0410. \u042d.<\/em> \u0421\u0440\u0435\u0434\u043d\u0435\u0441\u0440\u043e\u0447\u043d\u043e\u0435 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u0431\u044e\u0434\u0436\u0435\u0442\u043d\u043e\u0439 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u0435\u0442\u043e\u0434\u0430 \u0441\u043a\u043e\u043b\u044c\u0437\u044f\u0449\u0435\u0439 \u043c\u0430\u0442\u0440\u0438\u0446\u044b \/\/ \u0412 \u0441\u0431\u043e\u0440\u043d\u0438\u043a\u0435:<br>\u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0439 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u0439 (\u043f\u0430\u043c\u044f\u0442\u0438 \u043f\u0440\u043e\u0444. \u041d. \u0418. \u042e\u0441\u0443\u043f\u043e\u0432\u043e\u0439). ITIDS&#8217;2024. 2024. \u0421. 242\u2013248.<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-3e6ace623233e17a2dc74ffe3e38f49f is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>\u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043e\u0431 \u0430\u0432\u0442\u043e\u0440\u0430\u0445<\/strong><\/summary>\n<p class=\"has-foreground-color has-text-color has-link-color wp-elements-72aeb8dc89caa0e481ecf1a4b3188e4f\"><strong>\u0414\u0437\u0433\u043e\u0435\u0432 \u0410\u043b\u0430\u043d \u042d\u0434\u0443\u0430\u0440\u0434\u043e\u0432\u0438\u0447<\/strong>, \u043a\u0430\u043d\u0434. \u0442\u0435\u0445\u043d. \u043d\u0430\u0443\u043a, \u0434\u043e\u0446\u0435\u043d\u0442, \u0434\u043e\u0446\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u00ab\u0426\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u00bb, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u041c\u0418\u0420\u042d\u0410 \u2013 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442;<br>119454, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u043f\u0440\u043e\u0441\u043f\u0435\u043a\u0442 \u0412\u0435\u0440\u043d\u0430\u0434\u0441\u043a\u043e\u0433\u043e, 78;<br>dzgoev@mirea.ru, ORCID: https:\/\/orcid.org\/0000-0002-1314-6151, SPIN-\u043a\u043e\u0434: 8092-8784<br><strong>\u0421\u044f\u043d \u0425\u0443\u0430<\/strong>, \u043a\u0430\u043d\u0434. \u0442\u0435\u0445\u043d. \u043d\u0430\u0443\u043a, \u043f\u043e\u043c\u043e\u0449\u043d\u0438\u043a \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u0430 \u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043c\u0435\u0436\u0434\u0443\u043d\u0430\u0440\u043e\u0434\u043d\u043e\u0433\u043e \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u041f\u0435\u043a\u0438\u043d\u0441\u043a\u043e\u0433\u043e \u043f\u043e\u043b\u0438\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430, \u0441\u0442\u0430\u0440. \u043d\u0430\u0443\u0447. \u0441\u043e\u0442\u0440. \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430 \u043c\u0430\u0448\u0438\u043d\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u041f\u0435\u043a\u0438\u043d\u0441\u043a\u043e\u0433\u043e \u043f\u043e\u043b\u0438\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430;<br>100081, \u041a\u0438\u0442\u0430\u0439\u0441\u043a\u0430\u044f \u043d\u0430\u0440\u043e\u0434\u043d\u0430\u044f \u0440\u0435\u0441\u043f\u0443\u0431\u043b\u0438\u043a\u0430, \u041f\u0435\u043a\u0438\u043d, \u0443\u043b. \u0427\u0436\u0443\u043d\u0433\u0443\u0430\u043d\u044c\u0446\u0443\u043d\u044c, 5, \u0412\u044d\u0439\u0433\u0443\u043d\u0446\u0443\u043d\u044c, \u0411\u044d\u0439 \u0426\u0437\u0438\u043d \u0428\u0438, \u0440\u0430\u0439\u043e\u043d \u0425\u0430\u0439\u0434\u044f\u043d\u044c;<br>huaxiang@bit.edu.cn, ORCID: https:\/\/orcid.org\/0000-0003-4429-1893<br><strong>\u041b\u0430\u0433\u0443\u043d\u043e\u0432\u0430 \u0410\u043d\u043d\u0430 \u0414\u043c\u0438\u0442\u0440\u0438\u0435\u0432\u043d\u0430<\/strong>, \u043a\u0430\u043d\u0434. \u044d\u043a\u043e\u043d. \u043d\u0430\u0443\u043a, \u0434\u043e\u0446\u0435\u043d\u0442, \u0437\u0430\u0432\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u0430\u0444\u0435\u0434\u0440\u043e\u0439 \u00ab\u0426\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u00bb, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u041c\u0418\u0420\u042d\u0410 \u2013 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442;<br>119454, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u043f\u0440\u043e\u0441\u043f\u0435\u043a\u0442 \u0412\u0435\u0440\u043d\u0430\u0434\u0441\u043a\u043e\u0433\u043e, 78;<br>lagunova@mirea.ru, ORCID: https:\/\/orcid.org\/0000-0003-3572-8192, SPIN-\u043a\u043e\u0434: 4067-3038<br><strong>\u041a\u043e\u043f\u044b\u043b\u043e\u0432\u0430 \u042f\u043d\u0430 \u0410\u043d\u0442\u043e\u043d\u043e\u0432\u043d\u0430<\/strong>, \u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u00ab\u0426\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u00bb, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u041c\u0418\u0420\u042d\u0410 \u2013 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442;<br>119454, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u043f\u0440\u043e\u0441\u043f\u0435\u043a\u0442 \u0412\u0435\u0440\u043d\u0430\u0434\u0441\u043a\u043e\u0433\u043e, 78;<br>kopylova_y@mirea.ru, ORCID: https:\/\/orcid.org\/0009-0001-0060-6753, SPIN-\u043a\u043e\u0434: 4909-1501<br><strong>\u041c\u043e\u0440\u043e\u0437\u043e\u0432 \u0414\u0430\u043d\u0438\u0438\u043b \u0412\u043b\u0430\u0434\u0438\u043c\u0438\u0440\u043e\u0432\u0438\u0447<\/strong>, \u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u00ab\u0426\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u00bb, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u041c\u0418\u0420\u042d\u0410 \u2013 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442;<br>119454, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u043f\u0440\u043e\u0441\u043f\u0435\u043a\u0442 \u0412\u0435\u0440\u043d\u0430\u0434\u0441\u043a\u043e\u0433\u043e, 78;<br>morozov_dav@mirea.ru, ORCID: https:\/\/orcid.org\/0009-0005-5187-4124, SPIN-\u043a\u043e\u0434: 6133-0974<br><strong>\u041c\u0430\u0436\u0435\u0439 \u042f\u0440\u043e\u0441\u043b\u0430\u0432 \u0412\u043b\u0430\u0434\u0438\u043c\u0438\u0440\u043e\u0432\u0438\u0447<\/strong>, \u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u00ab\u0426\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u00bb, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u041c\u0418\u0420\u042d\u0410 \u2013 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442;<br>119454, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u043f\u0440\u043e\u0441\u043f\u0435\u043a\u0442 \u0412\u0435\u0440\u043d\u0430\u0434\u0441\u043a\u043e\u0433\u043e, 78;<br>mazhej@mirea.ru, ORCID: https:\/\/orcid.org\/0009-0003-9115-2295, SPIN-\u043a\u043e\u0434: 5038-3572<br><strong>\u0411\u0440\u0430\u0439\u043b\u043e\u0432\u0441\u043a\u0438\u0439 \u0410\u043d\u0434\u0440\u0435\u0439 \u0412\u0430\u043b\u0435\u0440\u044c\u0435\u0432\u0438\u0447<\/strong>, \u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u00ab\u0426\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f\u00bb, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u041c\u0418\u0420\u042d\u0410 \u2013 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442;<br>119454, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u043f\u0440\u043e\u0441\u043f\u0435\u043a\u0442 \u0412\u0435\u0440\u043d\u0430\u0434\u0441\u043a\u043e\u0433\u043e, 78;<br>brajlovskij@mirea.ru, ORCID: https:\/\/orcid.org\/0009-0006-1794-7825, SPIN-\u043a\u043e\u0434: 5900-1835<br><strong>\u042e\u0434\u0438\u043d \u0414\u043c\u0438\u0442\u0440\u0438\u0439 \u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440\u043e\u0432\u0438\u0447<\/strong>, \u0441\u0442\u0443\u0434\u0435\u043d\u0442 \u043f\u043e \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044e \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0438 \u00ab\u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u0430\u044f \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0438\u044f\u00bb, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u041c\u0418\u0420\u042d\u0410 \u2013 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442;<br>119454, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u043f\u0440\u043e\u0441\u043f\u0435\u043a\u0442 \u0412\u0435\u0440\u043d\u0430\u0434\u0441\u043a\u043e\u0433\u043e, 78;<br>yudin.d.a@edu.mirea.ru, ORCID: https:\/\/orcid.org\/0009-0005-9587-2016<br><strong>\u0410\u043b\u043b\u0430\u0431\u0435\u0440\u0433\u0435\u043d\u043e\u0432 \u0420\u0443\u0441\u043b\u0430\u043d<\/strong>, \u0441\u0442\u0443\u0434\u0435\u043d\u0442 \u043f\u043e \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044e \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0438 \u00ab\u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u0430\u044f \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0438\u044f\u00bb, \u0418\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u041c\u0418\u0420\u042d\u0410 \u2013 \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442;<br>119454, \u0420\u043e\u0441\u0441\u0438\u044f, \u041c\u043e\u0441\u043a\u0432\u0430, \u043f\u0440\u043e\u0441\u043f\u0435\u043a\u0442 \u0412\u0435\u0440\u043d\u0430\u0434\u0441\u043a\u043e\u0433\u043e, 78;<br>ruslan_tm2003@mail.ru, ORCID: https:\/\/orcid.org\/0009-0002-5525-6524<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color wp-elements-6fd2a265d78d8e9d07d63a56a0895fa0\"><\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-911b3fc35a8a6622067c7c42291d29be is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>\u0424\u0438\u043d\u0430\u043d\u0441\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435<\/strong><\/summary>\n<p style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20)\">\u0418\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043e \u0431\u0435\u0437 \u0441\u043f\u043e\u043d\u0441\u043e\u0440\u0441\u043a\u043e\u0439 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438.<\/p>\n<\/details>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0421\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0435 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0440\u044f\u0434\u043e\u0432 \u043f\u0440\u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0441\u0443\u0442\u043e\u0447\u043d\u043e\u0433\u043e \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u043d\u0430 \u044f\u0437\u044b\u043a\u0430\u0445 Python, R, C#, C++, Go, Java \u0410. \u042d. \u0414\u0437\u0433\u043e\u0435\u0432, \u0421\u044f\u043d \u0425\u0443\u0430, \u0410. \u0414. \u041b\u0430\u0433\u0443\u043d\u043e\u0432\u0430, \u042f. \u0410. \u041a\u043e\u043f\u044b\u043b\u043e\u0432\u0430, \u0414. \u0412. \u041c\u043e\u0440\u043e\u0437\u043e\u0432, \u042f. \u0412. \u041c\u0430\u0436\u0435\u0439, \u0410. \u0412. \u0411\u0440\u0430\u0439\u043b\u043e\u0432\u0441\u043a\u0438\u0439, \u0414. \u0410. \u042e\u0434\u0438\u043d, \u0420. \u0410\u043b\u043b\u0430\u0431\u0435\u0440\u0433\u0435\u043d\u043e\u0432 \u0417\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u044c \u043f\u043e\u043b\u043d\u044b\u0439 \u0442\u0435\u043a\u0441\u0442 \u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f. \u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u044d\u043d\u0435\u0440\u0433\u043e\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439 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