{"id":15521,"date":"2021-11-18T00:00:00","date_gmt":"2021-11-18T00:00:00","guid":{"rendered":"https:\/\/engineering.uodiyala.edu.iq\/%d9%83%d9%84%d9%8a%d8%a9-%d8%a7%d9%84%d9%87%d9%86%d8%af%d8%b3%d8%a9-%d8%aa%d9%86%d8%a7%d9%82%d8%b4-%d8%b1%d8%b3%d8%a7%d9%84%d8%a9-%d9%85%d8%a7%d8%ac%d8%b3%d8%aa%d9%8a%d8%b1-%d8%ad%d9%88%d9%84-11\/"},"modified":"2023-03-12T03:50:09","modified_gmt":"2023-03-12T03:50:09","slug":"%d9%83%d9%84%d9%8a%d8%a9-%d8%a7%d9%84%d9%87%d9%86%d8%af%d8%b3%d8%a9-%d8%aa%d9%86%d8%a7%d9%82%d8%b4-%d8%b1%d8%b3%d8%a7%d9%84%d8%a9-%d9%85%d8%a7%d8%ac%d8%b3%d8%aa%d9%8a%d8%b1-%d8%ad%d9%88%d9%84-11","status":"publish","type":"post","link":"https:\/\/engineering.uodiyala.edu.iq\/?p=15521","title":{"rendered":"\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u062a\u0646\u0627\u0642\u0634 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u062d\u0648\u0644 \u0627\u0644\u0627\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062b\u0644\u0649 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0627\u0646\u0634\u0627\u0626\u064a\u0629"},"content":{"rendered":"<p style=\"text-align:justify\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">\u062a\u0645\u062a \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0627\u0644\u0637\u0627\u0644\u0628&nbsp; \u0645\u062d\u0645\u062f \u0647\u0627\u062f\u064a \u0639\u0644\u064a \u0627\u0644\u062a\u064a \u062c\u0631\u062a \u064a\u0648\u0645 \u0627\u0644\u0627\u0631\u0628\u0639\u0627\u0621 \u0627\u0644\u0645\u0648\u0627\u0641\u0642 17\/11\/2021 \u0639\u0644\u0649 \u0642\u0627\u0639\u0629 \u0642\u0633\u0645 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u062f\u0646\u064a\u0629 \u0639\u0646 \u0631\u0633\u0627\u0644\u062a\u0647 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629<span dir=\"LTR\"> :<\/span><\/span><\/span><\/p>\n<p style=\"text-align:justify\">&nbsp;<\/p>\n<p style=\"text-align:center\"><strong><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">\u0627\u0644\u0627\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062b\u0644\u0649 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0627\u0646\u0634\u0627\u0626\u064a\u0629 \u0628\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/span><\/strong><\/p>\n<p style=\"text-align:justify\">&nbsp;<\/p>\n<p style=\"text-align:justify\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">\u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0624\u0644\u0641\u0629 \u0645\u0646<span dir=\"LTR\"> :<\/span><\/span><\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">\u0623.\u0645.\u062f \u0635\u062f\u0642\u064a&nbsp; \u0627\u0633\u0645\u0627\u0639\u064a\u0644 \u0631\u0632\u0648\u0642\u064a \/\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0627\u062f\u0627\u0631\u0629 \u0627\u0644\u0627\u0646\u0634\u0627\u0626\u064a\u0629\/\u062c\u0627\u0645\u0639\u0629 \u0628\u063a\u062f\u0627\u062f\/ \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629\/ \u0631\u0626\u064a\u0633\u0627<\/span><\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">\u0623.\u0645.\u062f \u062d\u0627\u062a\u0645 \u0639\u0628\u062f \u0627\u0644\u0643\u0631\u064a\u0645 \u0631\u0634\u064a\u062f\/ \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0627\u062f\u0627\u0631\u0629 \u0627\u0644\u0627\u0646\u0634\u0627\u0626\u064a\u0629\/ \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0646\u0647\u0631\u064a\u0646\/\u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629\/\u0639\u0636\u0648\u0627<\/span><\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">\u0623.\u0645.\u062f \u0633\u0639\u062f \u0642\u0627\u0633\u0645 \u0641\u0644\u064a\u062d \/\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u062d\u0627\u0633\u0628\u0627\u062a\/\u062c\u0627\u0645\u0639\u0629 \u062f\u064a\u0627\u0644\u0649\/ \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629\/\u0639\u0636\u0648\u0627<\/span><\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">&nbsp;\u0623.\u0645.\u062f. \u0639\u0628\u0627\u0633 \u0645\u0647\u062f\u064a \u0639\u0628\u062f \/ \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0627\u062f\u0627\u0631\u0629 \u0627\u0644\u0627\u0646\u0634\u0627\u0626\u064a\u0629 \/ \u062c\u0627\u0645\u0639\u0629 \u062f\u064a\u0627\u0644\u0649 \/ \u0643\u0644\u064a\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \/ \u0639\u0636\u0648\u0627 \u0648\u0645\u0634\u0631\u0641\u0627<\/span><\/span><\/p>\n<p style=\"text-align:justify\"><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">\u0647\u062f\u0641\u062a \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u062f\u0642\u0629 \u062e\u0645\u0633 \u0646\u0645\u0627\u0630\u062c \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 \u060c \u0648\u0622\u0644\u0629 \u0646\u0627\u0642\u0644\u0627\u062a \u0627\u0644\u062f\u0639\u0645 \u060c \u0648\u0622\u0644\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0642\u0635\u0648\u0649 \u060c \u0648\u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629 , \u0628\u0627\u0644\u0627\u0636\u0627\u0641\u0629 \u0627\u0644\u0649 \u0646\u0638\u0627\u0645 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0639\u0635\u0628\u064a \u0627\u0644\u0636\u0628\u0627\u0628\u064a \u0627\u0644\u062a\u0643\u064a\u0641\u064a \u0644\u0625\u062b\u0628\u0627\u062a \u062a\u0623\u062b\u064a\u0631 \u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u062e\u0637\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u062a\u0643\u0644\u0641\u0629 \u0648\u062a\u0623\u062e\u064a\u0631 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0628\u0646\u0627\u0621. \u0628\u0639\u062f \u0630\u0644\u0643 \u060c \u062a\u0645 \u062a\u0645\u062b\u064a\u0644 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u0627\u062c\u0647\u0629 \u0645\u0633\u062a\u062e\u062f\u0645 \u0631\u0633\u0648\u0645\u064a\u0629 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u062a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0627\u0645\u0629 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c<span dir=\"LTR\">.&nbsp;<\/span><\/span><\/span><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">\u062a\u0636\u0645\u0646\u062a \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062c\u0630\u0631 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u062a\u0631\u0628\u064a\u0639\u064a<span dir=\"LTR\"> (RMSE) <\/span>\u060c \u0648\u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637<span dir=\"LTR\"> (R) <\/span>\u060c \u0648\u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062f<span dir=\"LTR\"> (R2) <\/span>\u0643\u0645\u0624\u0634\u0631\u0627\u062a \u0623\u062f\u0627\u0621 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0644\u062a\u0642\u064a\u064a\u0645 \u062f\u0642\u062a\u0647\u0627<span dir=\"LTR\">.&nbsp;&nbsp;<\/span><\/span><\/span><span style=\"font-size:16px\"><span style=\"font-family:droidkufi\">\u0623\u0638\u0647\u0631\u062a \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062e\u0645\u0633 \u0623\u0646 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u062b\u0644\u0649 \u0647\u064a \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062c\u0630\u0631 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062a\u0631\u0628\u064a\u0639 \u0644\u0644\u062e\u0637\u0623 \u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0645\u0643\u0646 \u0645\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u062a\u0643\u0644\u0641\u0629 \u0648\u062a\u0623\u062e\u064a\u0631 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0643\u0627\u0646\u062a<span dir=\"LTR\"> ELM <\/span>\u0628\u0646\u0633\u0628\u0629 \u0645\u0626\u0648\u064a\u0629 (0.003) \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0645\u062b\u0644\u0649 \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0639\u0627\u0645\u0644 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0637 \u0648\u0645\u0639\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0643\u0627\u0646\u062a<span dir=\"LTR\"> ANFIS <\/span>\u0648<span dir=\"LTR\"> EL<\/span>\u0628\u0646\u0633\u0628\u0629 (0.999 \u060c 0.999) \u0648 (0.999 \u060c 0.999) \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0644\u064a<span dir=\"LTR\">.<\/span><\/span><\/span><\/p>\n<p style=\"text-align:justify\">&nbsp;<\/p>\n<table align=\"center\" border=\"0\" cellpadding=\"1\" cellspacing=\"1\" style=\"width:1000px\">\n<tbody>\n<tr>\n<td><img decoding=\"async\" alt=\"\" src=\"\/uploads\/\u0627\u0644\u0627\u062e\u0628\u0627\u0631 \u0648\u0627\u0644\u0646\u0634\u0627\u0637\u0627\u062a\/2021\/November\/(18-11)-3\/1 (1).jpg\" style=\"height:333px; width:500px\" \/><\/td>\n<td><img decoding=\"async\" alt=\"\" src=\"\/uploads\/\u0627\u0644\u0627\u062e\u0628\u0627\u0631 \u0648\u0627\u0644\u0646\u0634\u0627\u0637\u0627\u062a\/2021\/November\/(18-11)-3\/1 (2).jpg\" style=\"height:333px; width:500px\" \/><\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" alt=\"\" src=\"\/uploads\/\u0627\u0644\u0627\u062e\u0628\u0627\u0631 \u0648\u0627\u0644\u0646\u0634\u0627\u0637\u0627\u062a\/2021\/November\/(18-11)-3\/1 (3).jpg\" style=\"height:333px; width:500px\" \/><\/td>\n<td><img decoding=\"async\" alt=\"\" src=\"\/uploads\/\u0627\u0644\u0627\u062e\u0628\u0627\u0631 \u0648\u0627\u0644\u0646\u0634\u0627\u0637\u0627\u062a\/2021\/November\/(18-11)-3\/1 (6).jpg\" style=\"height:263px; width:500px\" \/><\/td>\n<\/tr>\n<tr>\n<td><img decoding=\"async\" alt=\"\" src=\"\/uploads\/\u0627\u0644\u0627\u062e\u0628\u0627\u0631 \u0648\u0627\u0644\u0646\u0634\u0627\u0637\u0627\u062a\/2021\/November\/(18-11)-3\/1 (5).jpg\" style=\"width:500px\" \/><\/td>\n<td><img decoding=\"async\" alt=\"\" src=\"\/uploads\/\u0627\u0644\u0627\u062e\u0628\u0627\u0631 \u0648\u0627\u0644\u0646\u0634\u0627\u0637\u0627\u062a\/2021\/November\/(18-11)-3\/1 (7).jpg\" style=\"width:500px\" \/><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u0645\u062a \u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0627\u0644\u0637\u0627\u0644\u0628\u00a0 \u0645\u062d\u0645\u062f \u0647\u0627\u062f\u064a \u0639\u0644\u064a \u0627\u0644\u062a\u064a \u062c\u0631\u062a \u064a\u0648\u0645 \u0627\u0644\u0627\u0631\u0628\u0639\u0627\u0621 \u0627\u0644\u0645\u0648\u0627\u0641\u0642 17\/11\/2021 \u0639\u0644\u0649 \u0642\u0627\u0639\u0629 \u0642\u0633\u0645 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u062f\u0646\u064a\u0629 \u0639\u0646 \u0631\u0633\u0627\u0644\u062a\u0647 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 :<\/p>\n<p>\u0627\u0644\u0627\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0627\u0644\u0645\u062b\u0644\u0649 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0627\u0646\u0634\u0627\u0626\u064a\u0629 \u0628\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/p>\n","protected":false},"author":1,"featured_media":15522,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"pmpro_default_level":"","footnotes":""},"categories":[109],"tags":[],"class_list":["post-15521","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-109","pmpro-has-access"],"_links":{"self":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/15521","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=15521"}],"version-history":[{"count":1,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/15521\/revisions"}],"predecessor-version":[{"id":19903,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/15521\/revisions\/19903"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=\/wp\/v2\/media\/15522"}],"wp:attachment":[{"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15521"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15521"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/engineering.uodiyala.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15521"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}