{"id":2884,"date":"2023-10-09T14:51:48","date_gmt":"2023-10-09T09:51:48","guid":{"rendered":"http:\/\/vestnik.polytech.tj\/?p=2884"},"modified":"2023-10-09T15:01:53","modified_gmt":"2023-10-09T10:01:53","slug":"%d0%bd%d0%b5%d0%bb%d0%b8%d0%bd%d0%b5%d0%b9%d0%bd%d1%8b%d0%b5-%d0%bc%d0%be%d0%b4%d0%b5%d0%bb%d0%b8-%d0%bf%d1%80%d0%be%d0%b3%d0%bd%d0%be%d0%b7%d0%b8%d1%80%d0%be%d0%b2%d0%b0%d0%bd%d0%b8%d1%8f-%d0%b2","status":"publish","type":"post","link":"https:\/\/vestnik.polytech.tj\/?p=2884&lang=ru","title":{"rendered":"\u041d\u0415\u041b\u0418\u041d\u0415\u0419\u041d\u042b\u0415 \u041c\u041e\u0414\u0415\u041b\u0418 \u041f\u0420\u041e\u0413\u041d\u041e\u0417\u0418\u0420\u041e\u0412\u0410\u041d\u0418\u042f \u0412\u0420\u0415\u041c\u0415\u041d\u041d\u042b\u0425 \u0420\u042f\u0414\u041e\u0412  \u041d\u0410 \u041f\u0420\u0418\u041c\u0415\u0420\u0415 \u041f\u041e\u041b\u0418\u041d\u041e\u041c\u0418\u0410\u041b\u042c\u041d\u042b\u0425 \u0424\u0423\u041d\u041a\u0426\u0418\u0419"},"content":{"rendered":"<p><!--vcv no format--><!-- vcwb\/dynamicElementComment:5100c09a --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-5100c09a\" data-vce-do-apply=\"all el-5100c09a\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:a3f105a3 --><\/p>\n<div class=\"vce-col vce-col--md-78p vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-a3f105a3\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-a3f105a3\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-a3f105a3\"><!-- vcwb\/dynamicElementComment:c37cb944 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-c37cb944\" data-vce-do-apply=\"all el-c37cb944\">\n<p><strong><span style=\"font-size: 14pt;\">\u0410\u0432\u0442\u043e\u0440\u044b<\/span>&nbsp;<\/strong><\/p>\n<p><strong>&nbsp; &nbsp; &nbsp; &nbsp; <\/strong><strong>\u041d\u0438\u0437\u0430\u043c\u0438\u0442\u0434\u0438\u043d\u043e\u0432 \u0410.\u0418. <\/strong><strong>\u2013 <\/strong><em>\u0434\u043e\u043a\u0442\u043e\u0440 \u0444\u0438\u043b\u043e\u0441\u043e\u0444\u0438\u0438 (PhD) \u043f\u043e \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438, \u0441\u0442\u0430\u0440\u0448\u0438\u0439&nbsp; <\/em><em>\u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430\u0442\u0435\u043b\u044c<\/em><em>,<\/em><em> \u043a\u0430\u0444\u0435\u0434\u0440<\/em><em>\u0430<\/em><em> \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0439 \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a<\/em><em>\u0438<\/em><em>, \u041f\u043e\u043b\u0438\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442&nbsp; <\/em><em>\u0422\u0430\u0434\u0436\u0438\u043a\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0438\u043c\u0435\u043d\u0438 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u043a\u0430 \u041c.\u0421. \u041e\u0441\u0438\u043c\u0438, <\/em><em>\u0433.\u0425\u0443\u0434\u0436\u0430\u043d\u0434, \u0420\u0435\u0441\u043f\u0443\u0431\u043b\u0438\u043a\u0430 \u0422\u0430\u0434\u0436\u0438\u043a\u0438\u0441\u0442\u0430\u043d,<\/em> <em><a href=\"mailto:ahlidin@gmail.com\">ahlidin@gmail.com.<\/a><\/em><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f<\/strong><\/span><\/p>\n<p><em>&nbsp; &nbsp; &nbsp; \u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0431\u0430\u0437\u043e\u0432\u044b\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0434\u043b\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0440\u044f\u0434\u043e\u0432, \u043a\u0430\u043a \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043d\u0430\u0431\u043e\u0440\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u0438\u0437\u043c\u0435\u0440\u0435\u043d\u043d\u044b\u0445 \u0432\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438, \u0442.\u0435. \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0445 \u0432 \u0445\u0440\u043e\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u043c \u043f\u043e\u0440\u044f\u0434\u043a\u0435. \u041f\u0440\u0438\u0432\u0435\u0434\u0435\u043d\u0430 \u0442\u0435\u043e\u0440\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043e\u0441\u043d\u043e\u0432\u0430 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u043e\u043d\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439. \u041f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u044b \u043c\u043e\u0434\u0435\u043b\u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0440\u044f\u0434\u043e\u0432. \u0412\u044b\u043f\u043e\u043b\u043d\u0435\u043d \u0430\u043d\u0430\u043b\u0438\u0437 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043e\u0446\u0435\u043d\u043a\u0438 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u0435\u0442\u0440\u0438\u043a \u043c\u0438\u043d\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u043e\u0448\u0438\u0431\u043e\u043a \u043c\u043e\u0434\u0435\u043b\u0435\u0439. \u041f\u0440\u0438\u0432\u043e\u0434\u0438\u0442\u0441\u044f \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0445 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u043c\u0435\u0442\u0440\u0438\u043a\u0443 \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u0441\u0440\u0435\u0434\u043d\u044f\u044f \u0430\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u0430\u044f \u043f\u0440\u043e\u0446\u0435\u043d\u0442\u043d\u0430\u044f \u043e\u0448\u0438\u0431\u043a\u0430 (\u043cean absolute percentage error \u0438\u043b\u0438 MAPE). \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u044b \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0435\u043c\u044b\u0435 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u043e\u043d\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0440\u044f\u0434\u043e\u0432, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a, \u043b\u0438\u043d\u0435\u0439\u043d\u0430\u044f \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u043e\u043d\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c, \u043f\u043e\u043b\u0438\u043d\u043e\u043c\u0438\u0430\u043b\u044c\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u0438 \u043a\u0443\u0431\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u043e\u043d\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c. \u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d \u044d\u043c\u043f\u0438\u0440\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0433\u043e \u0440\u044f\u0434\u0430, \u0435\u0436\u0435\u0434\u043d\u0435\u0432\u043d\u044b\u0439 \u043e\u0431\u043c\u0435\u043d\u043d\u044b\u0439 \u043a\u0443\u0440\u0441 \u0432\u0430\u043b\u044e\u0442 \u0415\u0432\u0440\u043e\/\u0434\u043e\u043b\u043b\u0430\u0440\u0430 \u0421\u0428\u0410 \u043d\u0430 \u043f\u0440\u043e\u0442\u044f\u0436\u0435\u043d\u0438\u0438 \u043e\u0434\u043d\u043e\u0433\u043e \u0433\u043e\u0434\u0430. \u0414\u0430\u043d\u043d\u044b\u0435 \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0442 267 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u0439. \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b, \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u044b \u043c\u0435\u0436\u0434\u0443 \u0441\u043e\u0431\u043e\u0439. \u0421\u0434\u0435\u043b\u0430\u043d\u043e \u0437\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435 \u043e \u0442\u043e\u043c, \u0447\u0442\u043e, \u043d\u0435\u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u0430\u044f \u043d\u0430 \u043a\u0443\u0431\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u043e\u043d\u043d\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438, \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 \u043b\u0443\u0447\u0448\u0438\u0439 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442. \u041e\u0442\u043c\u0435\u0447\u0435\u043d\u043e, \u0447\u0442\u043e \u0441 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u0435\u043c \u043d\u043e\u0432\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u0432 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445, \u0440\u0430\u0437\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u043d\u043e\u0432\u044b\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0440\u044f\u0434\u043e\u0432 \u0432 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0435 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044f \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0439 \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0438.<\/em><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0441\u043b\u043e\u0432\u0430<\/strong><\/span><\/p>\n<p><em>\u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435, \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u0440\u044f\u0434\u044b, \u043c\u0435\u0442\u043e\u0434 \u043d\u0430\u0438\u043c\u0435\u043d\u044c\u0448\u0438\u0445 \u043a\u0432\u0430\u0434\u0440\u0430\u0442\u043e\u0432, \u043f\u043e\u043b\u0438\u043d\u043e\u043c\u0438\u0430\u043b\u044c\u043d\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438, \u043a\u0443\u0431\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u043e\u043d\u043d\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438.<\/em><\/p>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:c37cb944 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:a3f105a3 --><!-- vcwb\/dynamicElementComment:3843f2e4 --><\/p>\n<div class=\"vce-col vce-col--md-22p vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last\" id=\"el-3843f2e4\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-3843f2e4\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-3843f2e4\"><!-- vcwb\/dynamicElementComment:eaa7f182 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-eaa7f182\" data-vce-do-apply=\"all el-eaa7f182\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><strong><span style=\"font-size: 14pt;\">\u042f\u0437\u044b\u043a<\/span><\/strong><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">\u0440\u0443\u0441\u0441\u043a\u0438\u0439<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:eaa7f182 --><!-- vcwb\/dynamicElementComment:4c49a2ef --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-4c49a2ef\" data-vce-do-apply=\"all el-4c49a2ef\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><strong><span style=\"font-size: 14pt;\">\u0422\u0438\u043f<\/span><\/strong><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:4c49a2ef --><!-- vcwb\/dynamicElementComment:79385751 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-79385751\" data-vce-do-apply=\"all el-79385751\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><strong><span style=\"font-size: 14pt;\">\u0413\u043e\u0434<\/span><\/strong><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">2022<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:79385751 --><!-- vcwb\/dynamicElementComment:4207c932 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-4207c932\" data-vce-do-apply=\"all el-4207c932\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><strong><span style=\"font-size: 14pt;\">\u0421\u0442\u0440\u0430\u043d\u0438\u0446\u0430<\/span><\/strong><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400;\">7-14<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:4207c932 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:3843f2e4 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:5100c09a --><!-- vcwb\/dynamicElementComment:ed639bf4 --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-ed639bf4\" data-vce-do-apply=\"all el-ed639bf4\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:a600bc74 --><\/p>\n<div class=\"vce-col vce-col--md-auto vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-a600bc74\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-a600bc74\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-a600bc74\"><!-- vcwb\/dynamicElementComment:b1992368 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-b1992368\" data-vce-do-apply=\"all el-b1992368\">\n<p><span style=\"font-size: 14pt;\"><strong><em>\u0421\u043f\u0438\u0441\u043e\u043a<\/em><\/strong> <strong><em>\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u043d\u043e\u0439<\/em><\/strong> <strong><em>\u043b\u0438\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u044b<\/em><\/strong><\/span><\/p>\n<ol>\n<li><em>Abraham, B. (1981). Missing Observations in Time Series. Communications in statistics Theory A, 10, 1643-1653.<\/em><\/li>\n<li><em>D. Marx and P.H.C. Eilers (1998). Direct generalized additive modeling with penalized likelihood, Computational Statistics and Data Analysis, 28, 193-209.<\/em><\/li>\n<li><em>Beveridge S. (1992). Least Squares Estimation of Missing Values in Time Series. Communications in statistics Theory A, 21(12), 3479-3496.<\/em><\/li>\n<li><em>Brockwell, P. J., &amp; Davis, R. A. (1991). Time Series: Theory and Methods. New York, USA: Springer-Verlag.<\/em><\/li>\n<li><em> De Boor (1978). A Practical Guide to Splines, Springer, New York.<\/em><\/li>\n<li><em>Hamilton, J. D. (1994). Time Series Analysis. New Jersey, USA: Princeton University Press.<\/em><\/li>\n<li><em> Dierckx, Curve and surface fitting with splines, Clarendon Press, Oxford, 1993.<\/em><\/li>\n<li><em>H.C. Eilers and B.D. Marx (1996). Flexible smoothing using B-splines and penalized likelihood (with comments and rejoinders). Statistical Science, 11(2), 89-121.<\/em><\/li>\n<li><em>J. Green and B.W. Silverman, Nonparametric regression and generalized linear models. Chapman and Hall, London, 1994. <\/em><\/li>\n<li><em>Robert H. Shumway, David S. Stoffer. Time Series Analysis and Its Applications. Springer, New York, 2006<\/em><em>.<\/em><\/li>\n<li>&nbsp;<\/li>\n<\/ol>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:b1992368 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:a600bc74 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:ed639bf4 --><!-- vcwb\/dynamicElementComment:b3244351 --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-b3244351\" data-vce-do-apply=\"all el-b3244351\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:85238bab --><\/p>\n<div class=\"vce-col vce-col--md-auto vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-85238bab\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-85238bab\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-85238bab\"><!-- vcwb\/dynamicElementComment:9e911fe1 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-9e911fe1\" data-vce-do-apply=\"all el-9e911fe1\">\n<p><strong><span style=\"font-size: 14pt;\">\u0414\u0430\u0442\u0430 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044f<\/span><\/strong><\/p>\n<p>2023-10-09<\/p>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:9e911fe1 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:85238bab --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:b3244351 --><!--vcv no format--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0410\u0432\u0442\u043e\u0440\u044b&nbsp; &nbsp; &nbsp; &nbsp; &nbsp; \u041d\u0438\u0437\u0430\u043c\u0438\u0442\u0434\u0438\u043d\u043e\u0432 \u0410.\u0418. \u2013 \u0434\u043e\u043a\u0442\u043e\u0440 \u0444\u0438\u043b\u043e\u0441\u043e\u0444\u0438\u0438 (PhD) \u043f\u043e \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438, \u0441\u0442\u0430\u0440\u0448\u0438\u0439&nbsp; \u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430\u0442\u0435\u043b\u044c, \u043a\u0430\u0444\u0435\u0434\u0440\u0430 \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0439 \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0438, \u041f\u043e\u043b\u0438\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442&nbsp; \u0422\u0430\u0434\u0436\u0438\u043a\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0438\u043c\u0435\u043d\u0438 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u043a\u0430 \u041c.\u0421. \u041e\u0441\u0438\u043c\u0438, \u0433.\u0425\u0443\u0434\u0436\u0430\u043d\u0434, \u0420\u0435\u0441\u043f\u0443\u0431\u043b\u0438\u043a\u0430 \u0422\u0430\u0434\u0436\u0438\u043a\u0438\u0441\u0442\u0430\u043d, ahlidin@gmail.com. \u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f &nbsp; &nbsp; &nbsp; \u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0431\u0430\u0437\u043e\u0432\u044b\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0434\u043b\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0440\u044f\u0434\u043e\u0432, \u043a\u0430\u043a \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043d\u0430\u0431\u043e\u0440\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u0438\u0437\u043c\u0435\u0440\u0435\u043d\u043d\u044b\u0445 \u0432\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438, \u0442.\u0435. \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0445 \u0432 \u0445\u0440\u043e\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u043c \u043f\u043e\u0440\u044f\u0434\u043a\u0435. \u041f\u0440\u0438\u0432\u0435\u0434\u0435\u043d\u0430 \u0442\u0435\u043e\u0440\u0435\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043e\u0441\u043d\u043e\u0432\u0430 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u043e\u043d\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439. \u041f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u044b \u043c\u043e\u0434\u0435\u043b\u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0440\u044f\u0434\u043e\u0432. \u0412\u044b\u043f\u043e\u043b\u043d\u0435\u043d \u0430\u043d\u0430\u043b\u0438\u0437 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043e\u0446\u0435\u043d\u043a\u0438 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u0435\u0442\u0440\u0438\u043a \u043c\u0438\u043d\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u043e\u0448\u0438\u0431\u043e\u043a \u043c\u043e\u0434\u0435\u043b\u0435\u0439. \u041f\u0440\u0438\u0432\u043e\u0434\u0438\u0442\u0441\u044f \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0445 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u043c\u0435\u0442\u0440\u0438\u043a\u0443 \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u0441\u0440\u0435\u0434\u043d\u044f\u044f&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[165],"tags":[380],"class_list":["post-2884","post","type-post","status-publish","format-standard","hentry","category-bulletin-of-pittu-2022-ru","tag---2022-2"],"acf":[],"featured_image_src":null,"author_info":{"display_name":"ilhomjonqodirov02","author_link":"https:\/\/vestnik.polytech.tj\/?author=1"},"_links":{"self":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/2884","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2884"}],"version-history":[{"count":3,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/2884\/revisions"}],"predecessor-version":[{"id":2887,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/2884\/revisions\/2887"}],"wp:attachment":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2884"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2884"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2884"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}