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\u0645\u0646\u062a\u0638\u0645\u0629 \u0648\u0642\u062f \u064a\u0624\u062f\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0627\u062a\u062c \u0625\u0644\u0649 \u0623\u062e\u0637\u0627\u0621 \u063a\u064a\u0631 \u0645\u062a\u0648\u0642\u0639\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u0628\u062f\u0648\u0631\u0647\u0627 \u0642\u062f \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0639\u062f\u0645 \u0627\u0644\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a \u0648\u0627\u0644\u062e\u0633\u0627\u0631\u0629 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629\u060c \u0648\u0645\u0646 \u0623\u062c\u0644 \u062a\u0648\u0641\u064a\u0631 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u0642\u0629\u061b \u0641\u0625\u0646 \u0647\u0646\u0627\u0643 \u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0646\u0647\u062c \u062d\u062f\u0633\u064a \u0644\u0627\u0634\u062a\u0642\u0627\u0642 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\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061b \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0647\u0646\u062f\u0633\u064a \u0639\u0645\u0648\u0645\u0627\u064b \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0646 \u0623\u0633\u0641\u0644 \u0625\u0644\u0649 \u0623\u0639\u0644\u0649 \u0648\u0645\u0646 \u0623\u0639\u0644\u0649 \u0625\u0644\u0649 \u0623\u0633\u0641\u0644 \u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a\u060c \u0628\u062d\u064a\u062b \u064a\u062a\u0645 \u0625\u0646\u0634\u0627\u0621 \u0645\u0644\u0641 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u062d\u0645\u0644 \u0648\u062a\u062d\u0644\u064a\u0644\u0647 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062d\u0645\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0639\u0644\u0645\u0627\u062a \u0645\u062b\u0644 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u0646\u0632\u0644\u064a\u0629.<\/p>\n\n\n\n<p><strong>\u062a\u0648\u0636\u064a\u062d \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u062a\u062c\u0645\u064a\u0639 \u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621<\/strong><\/p>\n\n\n\n<p>\u064a\u0635\u0641 \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645 \u0645\u0646\u0647\u062c\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 (LIPs) \u0648 (CLIPs)\u060c \u0648\u0630\u0644\u0643 \u0643\u0645\u0627 \u0647\u0648 \u0645\u0648\u0636\u062d \u0641\u064a \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u062a\u0627\u0644\u064a (1)\u060c \u062a\u062e\u0644\u0642 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u062b\u0644\u0627\u062b\u0629 \u0623\u0646\u0648\u0627\u0639 \u0645\u0646 (LIPs) \u0648\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u062a\u0646\u0634\u0626 (CLIPs) \u0645\u0646 (LIPs)\u060c \u0643\u0645\u0627 \u062a\u062a\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0623\u062d\u0627\u062f\u064a\u0629 \u0627\u0644\u0628\u0639\u062f \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u062c\u0645\u0639\u0647\u0627 \u0645\u0646 \u0639\u062f\u0627\u062f \u0630\u0643\u064a \u0641\u064a \u0645\u0635\u0641\u0648\u0641\u0629 \u062b\u0646\u0627\u0626\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0644\u0625\u0646\u0634\u0627\u0621 \u0646\u0648\u0639 (1 LIP).<\/p>\n\n\n\n<p>\u0648\u0628\u0639\u062f \u0630\u0644\u0643\u060c \u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u0637\u0631\u064a\u0642\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 (\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u0635\u0641\u064a\u0629) \u0639\u0644\u0649 (Type-1 LIP) \u0644\u062a\u0648\u0644\u064a\u062f (Type-2 LIP)\u060c \u0643\u0645\u0627 \u064a\u062a\u0645 \u062a\u0637\u0628\u064a\u0642 \u0637\u0631\u064a\u0642\u0629 \u0623\u062e\u0631\u0649 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 (\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0639\u062a\u0628\u0629) \u0639\u0644\u0649 \u0627\u0644\u0646\u0648\u0639 (2 LIP) \u0644\u0625\u0646\u0634\u0627\u0621 (Type-3 LIP)\u060c \u0648\u0623\u062e\u064a\u0631\u0627\u064b \u062a\u0645 \u062a\u062c\u0645\u064a\u0639 (LIPs) \u0627\u0644\u062b\u0644\u0627\u062b\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0644\u0625\u0646\u0634\u0627\u0621 \u062b\u0644\u0627\u062b\u0629 \u0623\u0646\u0648\u0627\u0639 \u0645\u0646 (CLIPs) \u0627\u0644\u062a\u0645\u062b\u064a\u0644\u064a\u0629\u060c \u0643\u0645\u0627 \u062a\u0635\u0641 \u0627\u0644\u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0641\u0631\u0639\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u0644 \u062e\u0637\u0648\u0629 \u0645\u0646 \u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644.<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-106-663x700.png\" alt=\"\" class=\"wp-image-13969\" width=\"402\" height=\"424\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-106-663x700.png 663w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-106-768x811.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-106.png 831w\" sizes=\"(max-width: 402px) 100vw, 402px\" \/><\/figure>\n\n\n\n<p>\u0625\u0646\u0634\u0627\u0621 \u0645\u0644\u0641 \u062a\u0639\u0631\u064a\u0641 \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0635\u0648\u0631\u0629: \u0645\u0644\u0641 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a (\u0627\u0644\u0634\u0643\u0644 2 (A)) \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0633\u0644\u0633\u0644\u0629 \u0632\u0645\u0646\u064a\u0629 \u0623\u062d\u0627\u062f\u064a\u0629 \u0627\u0644\u0628\u0639\u062f \u062a\u0645\u062b\u0644 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u0647\u0644\u0643\u0647\u0627 \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a\u060c \u0643\u0645\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0639\u0628\u064a\u0631 \u0639\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u0644\u0641 \u0627\u0644\u0634\u062e\u0635\u064a \u0641\u064a \u0634\u0643\u0644 \u0645\u062a\u062c\u0647 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-107-572x700.png\" alt=\"\" class=\"wp-image-13970\" width=\"283\" height=\"346\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-107-572x700.png 572w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-107.png 699w\" sizes=\"(max-width: 283px) 100vw, 283px\" \/><\/figure>\n\n\n\n<p>\u062d\u064a\u062b \u0623\u0646 (LPjd) \u0647\u0648 \u0645\u0644\u0641 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u062d\u0645\u0644 \u0644\u0644\u0623\u0633\u0631\u0629 (j) \u0648\u0627\u0644\u064a\u0648\u0645 (d) \u0648 (pjh) \u0647\u0648 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0644\u0643\u0644 \u0633\u0627\u0639\u0629 \u0644\u0644\u0623\u0633\u0631\u0629 (j) \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629 (h) (\u0627\u0644\u0645\u0642\u064a\u0633\u0629 \u0625\u0644\u0649 \u0642\u064a\u0645\u0629 \u0627\u0644\u0630\u0631\u0648\u0629 \u0644\u0644\u0633\u0646\u0629).<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-108-700x559.png\" alt=\"\" class=\"wp-image-13971\" width=\"396\" height=\"316\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-108-700x559.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-108-900x719.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-108-768x614.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-108.png 906w\" sizes=\"(max-width: 396px) 100vw, 396px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-109-700x556.png\" alt=\"\" class=\"wp-image-13972\" width=\"404\" height=\"321\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-109-700x556.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-109-900x715.png 900w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-109-768x610.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-109.png 914w\" sizes=\"(max-width: 404px) 100vw, 404px\" \/><\/figure>\n\n\n\n<p>\u0643\u0645\u0627 \u064a\u062a\u0645 \u062a\u0646\u0641\u064a\u0630 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 (LIP) \u0645\u0646 \u0645\u0644\u0641 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u062a\u062d\u0645\u064a\u0644\u060c \u0643\u0630\u0644\u0643 \u064a\u062a\u0645 \u062a\u062d\u0648\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0623\u062d\u0627\u062f\u064a\u0629 \u0627\u0644\u0628\u0639\u062f \u0644\u0634\u0647\u0631 \u0648\u0627\u062d\u062f \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0645\u0635\u0641\u0648\u0641\u0629 \u062b\u0646\u0627\u0626\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0643\u0645\u0627 \u0647\u0648 \u0645\u0648\u0636\u062d \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-110-700x387.png\" alt=\"\" class=\"wp-image-13973\" width=\"394\" height=\"218\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-110-700x387.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-110-768x425.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-110.png 855w\" sizes=\"(max-width: 394px) 100vw, 394px\" \/><\/figure>\n\n\n\n<p>\u062d\u064a\u062b \u0623\u0646 (LIPjm) \u0647\u0648 \u0645\u0644\u0641 \u0635\u0648\u0631\u0629 \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0623\u0633\u0631\u0629 (j) \u0644\u0644\u0634\u0647\u0631 (m)\u060c \u0648\u0643\u0630\u0644\u0643 (pjd \u060c h) \u0647\u0648 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0644\u0644\u0623\u0633\u0631\u0629 (j) \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629 (h) \u0645\u0646 \u0627\u0644\u064a\u0648\u0645 (d).<\/p>\n\n\n\n<p>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631\u0629: \u064a\u0645\u0643\u0646 \u062a\u062d\u0633\u064a\u0646 (LIP) \u0645\u0646 \u0627\u0644\u0646\u0648\u0639 (1)\u060c \u0648\u0647\u0648 \u0627\u0644\u0645\u0634\u062a\u0642 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u062f\u0627\u062f \u0627\u0644\u0630\u0643\u064a \u0627\u0644\u062e\u0627\u0645\u060c \u0648\u0630\u0644\u0643 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0644\u0625\u0646\u062a\u0627\u062c \u0635\u0648\u0631\u0629 \u062a\u062d\u0645\u064a\u0644 \u0623\u0643\u062b\u0631 \u0648\u0636\u0648\u062d\u0627\u064b\u060c \u0628\u062d\u064a\u062b \u0627\u0641\u062a\u0631\u0636 \u0623\u0646 \u0635\u0648\u0631\u0629 \u0627\u0644\u062a\u062d\u0645\u064a\u0644 \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629 \u0627\u0644\u0633\u0627\u0628\u0642\u0629\u060c \u0648\u0623\u0639\u064a\u062f \u062a\u0639\u0631\u064a\u0641\u0647\u0627 \u0643\u062f\u0627\u0644\u0629 \u062b\u0646\u0627\u0626\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f [f (x \u060c y)\u064d] \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-111-700x235.png\" alt=\"\" class=\"wp-image-13974\" width=\"432\" height=\"145\" srcset=\"https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-111-700x235.png 700w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-111-768x257.png 768w, https:\/\/Muhandes.Net\/wp-content\/uploads\/2023\/10\/image-111.png 895w\" sizes=\"(max-width: 432px) 100vw, 432px\" \/><\/figure>\n\n\n\n<p>\u062d\u064a\u062b \u0623\u0646 (x \u060c y) \u0625\u062d\u062f\u0627\u062b\u064a\u0627\u062a \u0645\u0643\u0627\u0646\u064a\u0629 (\u0645\u0633\u062a\u0648\u064a\u0629) \u0648\u062d\u062c\u0645 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0641\u064a \u0632\u0648\u062c \u0627\u0644\u0625\u062d\u062f\u0627\u062b\u064a\u0627\u062a (x \u060c y) \u0647\u0648 \u0634\u062f\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 \u0639\u0646\u062f \u062a\u0644\u0643 \u0627\u0644\u0646\u0642\u0637\u0629 \u0648 (M \u060cN) \u0639\u062f\u062f \u0627\u0644\u0628\u0643\u0633\u0644 \u0641\u064a \u0627\u0644\u0635\u0641 \u0648 \u0639\u0645\u0648\u062f \u0627\u0644\u0635\u0648\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0644\u064a.<\/p>\n\n\n\n<p><strong>\u0625\u0646\u0634\u0627\u0621 \u0645\u0644\u0641 \u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u0641\u0635\u0644 \u0627\u0644\u062e\u0627\u0635 \u062a\u062c\u0645\u064a\u0639 \u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621<\/strong><\/p>\n\n\n\n<p>\u064a\u0635\u0641 \u0647\u0630\u0627 \u0627\u0644\u0642\u0633\u0645 \u0625\u0646\u0634\u0627\u0621 (CLIPs) \u0645\u0646 (LIPs)\u060c \u062d\u064a\u062b \u0623\u0646 \u0627\u0644\u0647\u062f\u0641 \u0647\u0648 \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0630\u064a\u0646 \u0644\u062f\u064a\u0647\u0645 \u0623\u0646\u0645\u0627\u0637 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0643\u0647\u0631\u0628\u0627\u0621 \u0645\u0645\u0627\u062b\u0644\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0637\u0631\u0642 \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u060c \u0643\u0645\u0627 \u0623\u0646 \u0623\u0643\u062b\u0631 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u0645\u062a \u062f\u0631\u0627\u0633\u062a\u0647\u0627 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0647\u064a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u0633\u064a\u0645 \u0648\u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u0647\u0631\u0645\u064a\u060c \u0628\u062d\u064a\u062b \u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0646\u0638\u0631\u0627\u064b \u0644\u0628\u0633\u0627\u0637\u062a\u0647\u0627 \u0648\u062a\u0642\u0644\u064a\u0644 \u062a\u0639\u0642\u064a\u062f\u0647\u0627 \u0627\u0644\u062d\u0633\u0627\u0628\u064a.<\/p>\n\n\n\n<p>\u0643\u0645\u0627 \u062a\u062d\u062f\u062f \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u062f\u0627\u062e\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u062d\u0633\u064a\u0646 \u0648\u0638\u064a\u0641\u0629 \u0645\u0648\u0636\u0648\u0639\u064a\u0629 \u0645\u062d\u062f\u062f\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0623\u0642\u0633\u0627\u0645 \u0628\u0634\u0643\u0644 \u0645\u062a\u0643\u0631\u0631\u060c \u0628\u062d\u064a\u062b \u062a\u062a\u0637\u0644\u0628 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u0639\u0644\u0645\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0646\u0648\u0627\u0642\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a \u0644\u0643\u0644 \u0645\u062c\u0645\u0648\u0639\u0629.<\/p>\n\n\n\n<p>\u0644\u0630\u0644\u0643 \u062a\u0639\u062f \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a (K -means) \u0647\u064a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0642\u0633\u0627\u0645 \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u064b\u060c \u0648\u0644\u062a\u0646\u0641\u064a\u0630 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629\u060c \u064a\u062a\u0645 \u0625\u0646\u0634\u0627\u0621 \u0645\u062a\u062c\u0647 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u062d\u0648\u064a\u0644 \u0645\u0635\u0641\u0648\u0641\u0629 \u062b\u0646\u0627\u0626\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f (\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629\u060c LIP) \u0625\u0644\u0649 \u0645\u062a\u062c\u0647 \u0623\u062d\u0627\u062f\u064a \u0627\u0644\u0628\u0639\u062f \u0648\u0637\u0648\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u062a\u062c\u0647 (24 \u0633\u0627\u0639\u0629 \u0641\u064a \u0627\u0644\u064a\u0648\u0645) \u0645\u0636\u0631\u0648\u0628\u0627\u064b \u0641\u064a \u0639\u062f\u062f \u0623\u064a\u0627\u0645 \u0627\u0644\u0634\u0647\u0631\u060c \u0643\u0645\u0627 \u062a\u0628\u062f\u0623 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0628\u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0627\u0642\u0644\u0627\u062a \u062a\u0645\u062b\u064a\u0644\u064a\u0629 \u0623\u0648\u0644\u064a\u0629 (K).<\/p>\n\n\n\n<p>\u0648\u0641\u064a\u0645\u0627 \u0628\u0639\u062f \u064a\u062a\u0645 \u0628\u0639\u062f \u0630\u0644\u0643 \u062a\u0639\u064a\u064a\u0646 \u0643\u0644 \u0645\u062a\u062c\u0647 \u0625\u0644\u0649 \u0623\u0642\u0631\u0628 \u0646\u0642\u0637\u0629 \u0645\u0631\u0643\u0632\u064a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u0642\u064a\u0627\u0633 \u0642\u0631\u0628 \u0645\u0639\u064a\u0646 (\u0627\u0644\u0645\u0633\u0627\u0641\u0629 \u0627\u0644\u0625\u0642\u0644\u064a\u062f\u064a\u0629)\u060c \u0648\u0628\u0645\u062c\u0631\u062f \u062a\u0634\u0643\u064a\u0644 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a\u060c \u0643\u0645\u0627 \u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0646\u0642\u0637 \u0627\u0644\u0648\u0633\u0637\u0649 \u0644\u0643\u0644 \u0645\u062c\u0645\u0648\u0639\u0629\u060c \u062b\u0645 \u062a\u0643\u0631\u0631 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0628\u0634\u0643\u0644 \u0645\u062a\u0643\u0631\u0631 \u0647\u0627\u062a\u064a\u0646 \u0627\u0644\u062e\u0637\u0648\u062a\u064a\u0646 \u062d\u062a\u0649 \u0644\u0627 \u062a\u062a\u063a\u064a\u0631 \u0627\u0644\u0646\u0642\u0637\u062a\u064a\u0646 \u0627\u0644\u0648\u0633\u0637\u0649 \u0623\u0648 \u064a\u062a\u0645 \u0627\u0633\u062a\u064a\u0641\u0627\u0621 \u0628\u0639\u0636 \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062a\u0642\u0627\u0631\u0628 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u0627\u064b.<\/p>\n\n\n\n<p>\u0643\u0645\u0627 \u062a\u0642\u0648\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 [Fuzzy C-mean (FCM)]\u060c \u0648\u0647\u064a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u062a\u062c\u0645\u064a\u0639 \u0623\u062e\u0631\u0649 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0623\u0642\u0633\u0627\u0645\u060c \u0648\u0630\u0644\u0643 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062f\u0631\u062c\u0629 \u0627\u0644\u0639\u0636\u0648\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0646\u062a\u0645\u064a \u0625\u0644\u064a\u0647\u0627 \u0643\u0644 \u0645\u062a\u062c\u0647 \u0625\u062f\u062e\u0627\u0644 \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u062d\u062f\u0629 \u0623\u0648 \u0623\u0643\u062b\u0631\u060c \u0648\u0647\u0646\u0627\u0643 \u0623\u0642\u0633\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 (FCM)\u060c \u0628\u062d\u064a\u062b \u062a\u062f\u062e\u0644 \u0646\u0648\u0627\u0642\u0644 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0636\u0628\u0627\u0628\u064a\u0629\u060c \u0643\u0645\u0627 \u064a\u062a\u0645 \u062a\u0639\u064a\u064a\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0644\u0643\u0644 \u0645\u062a\u062c\u0647 \u0625\u062f\u062e\u0627\u0644 \u0628\u062f\u0631\u062c\u0629 \u0639\u0636\u0648\u064a\u0629 \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 (0) \u0648 (1)\u060c \u0628\u062d\u064a\u062b \u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0646\u0642\u0637 \u0627\u0644\u0648\u0633\u0637\u0649 \u0644\u0643\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0639\u0636\u0648\u064a\u0629 \u062d\u062a\u0649 \u064a\u062a\u0645 \u062a\u0642\u0644\u064a\u0644 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