{"id":27022,"date":"2024-10-27T13:42:59","date_gmt":"2024-10-27T13:42:59","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=27022"},"modified":"2024-11-26T07:24:15","modified_gmt":"2024-11-26T07:24:15","slug":"%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%bd%94%eb%94%a9%ed%85%8c%ec%8a%a4%ed%8a%b8-%ea%b0%95%ec%a2%8c-%eb%82%98%eb%a8%b8%ec%a7%80-%ed%95%a9-%ea%b5%ac%ed%95%98%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/27022\/","title":{"rendered":"\ud30c\uc774\uc36c \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ub098\uba38\uc9c0 \ud569 \uad6c\ud558\uae30"},"content":{"rendered":"<div class=\"post\">\n<p>\uc548\ub155\ud558\uc138\uc694, \uc5ec\ub7ec\ubd84! \uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \ucf54\ub529 \ud14c\uc2a4\ud2b8\uc5d0\uc11c \uc790\uc8fc \ucd9c\uc81c\ub418\ub294 \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c \uc911 \ud558\ub098\uc778 &#8216;\ub098\uba38\uc9c0 \ud569 \uad6c\ud558\uae30&#8217;\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \ub300\ub7c9\uc758 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubaa8\ub4c8\ub7ec \uc5f0\uc0b0\uc744 \uc774\ud574\ud558\uace0 \uc0ac\uc6a9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\ub294 \uc88b\uc740 \uc608\uc2dc\uc785\ub2c8\ub2e4.<\/p>\n<h2>\ubb38\uc81c \uc124\uba85<\/h2>\n<p>\uc5ec\ub7ec\ubd84\uc740 N\uac1c\uc758 \uc815\uc218\ub85c \uc774\ub8e8\uc5b4\uc9c4 \ubc30\uc5f4 A\uac00 \uc8fc\uc5b4\uc9c8 \ub54c, \ubc30\uc5f4\uc758 \ubd80\ubd84 \ubc30\uc5f4\uc758 \ud569\uc744 K\ub85c \ub098\ub208 \ub098\uba38\uc9c0\ub97c \uad6c\ud558\ub294 \ubb38\uc81c\ub97c \ud574\uacb0\ud574\uc57c \ud569\ub2c8\ub2e4. \ubd80\ubd84 \ubc30\uc5f4\uc758 \uc815\uc758\ub294 \ubc30\uc5f4\uc758 \uc2dc\uc791 \uc778\ub371\uc2a4\uc640 \ub05d \uc778\ub371\uc2a4\uc5d0 \uc758\ud574 \uc815\uc758\ub41c \uc5f0\uc18d\ub41c \ubc30\uc5f4\uc758 \uc9d1\ud569\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4 \ubc30\uc5f4 A\uac00 [3, 1, 4, 1, 5]\uc774\uace0 K\uac00 2\ub77c\uace0 \uac00\uc815\ud558\uba74, \ubaa8\ub4e0 \ubd80\ubd84 \ubc30\uc5f4\uc758 \ud569\uc744 K\ub85c \ub098\ub208 \ub098\uba38\uc9c0\ub97c \uad6c\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \uae30\ubcf8\uc801\uc778 \uc218\ud559\uacfc \ud504\ub85c\uadf8\ub798\ubc0d \uc2a4\ud0ac\uc744 \uc694\uad6c\ud558\uba70, \ub2e4\uc591\ud55c \uc811\uadfc \ubc29\ubc95\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc785\ub825<\/h2>\n<ul>\n<li>\uccab \ubc88\uc9f8 \uc904\uc5d0 \ub450 \uac1c\uc758 \uc815\uc218 N (1 \u2264 N \u2264 100,000)\uacfc K (1 \u2264 K \u2264 10,000)\uac00 \uc8fc\uc5b4\uc9c4\ub2e4.<\/li>\n<li>\ub450 \ubc88\uc9f8 \uc904\uc5d0 N\uac1c\uc758 \uc815\uc218 A[1], A[2], &#8230;, A[N] (0 \u2264 A[i] \u2264 10<sup>9<\/sup>)\uac00 \uc8fc\uc5b4\uc9c4\ub2e4.<\/li>\n<\/ul>\n<h2>\ucd9c\ub825<\/h2>\n<p>\ubd80\ubd84 \ubc30\uc5f4\uc758 \ud569\uc744 K\ub85c \ub098\ub208 \ub098\uba38\uc9c0\uac00 0\uc778 \ubd80\ubd84 \ubc30\uc5f4\uc758 \uac1c\uc218\ub97c \ucd9c\ub825\ud55c\ub2e4.<\/p>\n<h2>\uc608\uc81c<\/h2>\n<pre>\n    \uc785\ub825\n    5 2\n    3 1 4 1 5\n\n    \ucd9c\ub825\n    4\n    <\/pre>\n<h2>\uc811\uadfc \ubc29\ubc95<\/h2>\n<p>\uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc811\uadfc \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>1. \ubd80\ubd84 \ubc30\uc5f4\uc758 \uc815\uc758 \uc774\ud574<\/h3>\n<p>\ubd80\ubd84 \ubc30\uc5f4\uc740 \uc6d0 \ubc30\uc5f4\uc5d0\uc11c \uc5f0\uc18d\ub41c \uc6d0\uc18c\ub4e4\uc758 \uc9d1\ud569\uc774\ubbc0\ub85c, \uc8fc\uc5b4\uc9c4 \ubc30\uc5f4\uc5d0\uc11c \ubaa8\ub4e0 \uac00\ub2a5\ud55c \ubd80\ubd84 \ubc30\uc5f4\uc744 \uc0dd\uc131\ud55c \ub2e4\uc74c, \uac01 \ubd80\ubd84 \ubc30\uc5f4\uc758 \ud569\uc744 \uacc4\uc0b0\ud558\uace0 K\ub85c \ub098\ub208 \ub098\uba38\uc9c0\ub97c \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h3>2. \ud6a8\uc728\uc801\uc778 \uacc4\uc0b0 \ubc29\ubc95<\/h3>\n<p>\ubd80\ubd84 \ubc30\uc5f4\uc744 \uc9c1\uc811\uc801\uc73c\ub85c \uad6c\ud558\ub294 \uac83\uc740 \ucd5c\uc545\uc758 \uacbd\uc6b0 O(N<sup>2<\/sup>)\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub97c \uac00\uc9c0\ubbc0\ub85c \ube44\ud6a8\uc728\uc801\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c, \ub204\uc801\ud569(Cumulative Sum)\uacfc \ud574\uc2dc \ub9f5(Hash Map)\uc744 \ud65c\uc6a9\ud558\uc5ec \uc774 \ubb38\uc81c\ub97c O(N)\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3. \ub204\uc801\ud569\uacfc \ubaa8\ub4c8\ub7ec \uc5f0\uc0b0 \uc0ac\uc6a9<\/h3>\n<p>\ub204\uc801\ud569\uc744 \uad6c\ud558\uc5ec \ud604\uc7ac\uae4c\uc9c0\uc758 \ud569\uc744 K\ub85c \ub098\ub208 \ub098\uba38\uc9c0\ub97c \uc800\uc7a5\ud569\ub2c8\ub2e4. \ub3d9\uc77c\ud55c \ub098\uba38\uc9c0 \uac12\uc744 \uac00\uc9c4 \uacbd\uc6b0, \ud574\ub2f9 \uc778\ub371\uc2a4 \uc0ac\uc774\uc758 \ubd80\ubd84 \ubc30\uc5f4\uc758 \ud569\uc774 K\ub85c \ub098\ub220\uc9c8 \uc218 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc744 \uc774\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h2>\ucf54\ub4dc \uc608\uc2dc<\/h2>\n<pre>\n    <code>\n    def count_subarrays_with_zero_modulo(n, k, arr):\n        count = 0\n        mod_count = [0] * k\n        current_sum = 0\n        \n        for num in arr:\n            current_sum += num\n            mod = current_sum % k\n            \n            if mod &lt; 0:  # Python's mod can be negative, adjust it\n                mod += k\n            \n            # If current modulo is zero, we can count it\n            if mod == 0:\n                count += 1\n            \n            # Add the number of times this modulo has appeared before\n            count += mod_count[mod]\n            mod_count[mod] += 1\n            \n        return count\n\n    # Example usage\n    n = 5\n    k = 2\n    arr = [3, 1, 4, 1, 5]\n    result = count_subarrays_with_zero_modulo(n, k, arr)\n    print(result)  # Output: 4\n    <\/code>\n    <\/pre>\n<h2>\uacb0\uacfc \ubd84\uc11d<\/h2>\n<p>\uc704 \ucf54\ub4dc\uc5d0\uc11c count_subarrays_with_zero_modulo \ud568\uc218\ub294 \ubc30\uc5f4\uc5d0 \uc788\ub294 \ubd80\ubd84 \ubc30\uc5f4\uc758 \ud569\uc774 K\ub85c \ub098\ub220\uc9c4 \uacb0\uacfc\uac00 0\uc778 \uacbd\uc6b0\uc758 \uc218\ub97c \uc138\ub294 \ud568\uc218\uc785\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \ub204\uc801\ud569\uc744 \ud1b5\ud574 \uac01 \uc778\ub371\uc2a4\uc758 \ud569\uc744 \uacc4\uc0b0\ud558\uace0, \ud574\uc2dc \ub9f5\uc744 \ud1b5\ud574 \uac19\uc740 \ub098\uba38\uc9c0\ub97c \uac00\uc9c4 \uacbd\uc6b0\ub97c \uce74\uc6b4\ud2b8\ud569\ub2c8\ub2e4. \uc774\ub807\uac8c \ud568\uc73c\ub85c\uc368, \uc6b0\ub9ac\ub294 O(N)\uc758 \uc2dc\uac04 \ubcf5\uc7a1\ub3c4\ub85c \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ub9c8\ubb34\ub9ac<\/h2>\n<p>\uc774\ubc88 \uac15\uc88c\ub97c \ud1b5\ud574 \ub098\uba38\uc9c0 \ud569 \ubb38\uc81c\uc5d0 \ub300\ud55c \uc811\uadfc \ubc29\ubc95\uc744 \uc774\ud574\ud558\uace0, \ud6a8\uc728\uc801\uc778 \ucf54\ub529 \uae30\ubc95\uc744 \ubc30\uc6e0\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ubc95\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \ucc98\ub9ac\uac00 \ud544\uc694\ud55c \ub2e4\uc591\ud55c \uc0c1\ud669\uc5d0\uc11c \ud65c\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \uc5ec\ub7ec\ubd84\uc758 \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c \ud574\uacb0 \ub2a5\ub825\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\ucd94\uac00\uc801\uc73c\ub85c \uc774\uc640 \uc720\uc0ac\ud55c \ubb38\uc81c\uc5d0 \ub300\ud55c \ud480\uc774\ub97c \uc2dc\ub3c4\ud574\ubcf4\uba70 \uacbd\ud5d8\uc744 \uc313\uc544\ubcf4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4. \ub2e4\uc74c \uac15\uc88c\uc5d0\uc11c\ub294 \ub610 \ub2e4\ub978 \ud765\ubbf8\ub85c\uc6b4 \uc8fc\uc81c\ub97c \uac00\uc9c0\uace0 \ucc3e\uc544\ubd59\uaca0\uc2b5\ub2c8\ub2e4. \uac10\uc0ac\ud569\ub2c8\ub2e4!<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\uc548\ub155\ud558\uc138\uc694, \uc5ec\ub7ec\ubd84! \uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \ucf54\ub529 \ud14c\uc2a4\ud2b8\uc5d0\uc11c \uc790\uc8fc \ucd9c\uc81c\ub418\ub294 \uc54c\uace0\ub9ac\uc998 \ubb38\uc81c \uc911 \ud558\ub098\uc778 &#8216;\ub098\uba38\uc9c0 \ud569 \uad6c\ud558\uae30&#8217;\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \ub300\ub7c9\uc758 \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ubaa8\ub4c8\ub7ec \uc5f0\uc0b0\uc744 \uc774\ud574\ud558\uace0 \uc0ac\uc6a9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\ub294 \uc88b\uc740 \uc608\uc2dc\uc785\ub2c8\ub2e4. \ubb38\uc81c \uc124\uba85 \uc5ec\ub7ec\ubd84\uc740 N\uac1c\uc758 \uc815\uc218\ub85c \uc774\ub8e8\uc5b4\uc9c4 \ubc30\uc5f4 A\uac00 \uc8fc\uc5b4\uc9c8 \ub54c, \ubc30\uc5f4\uc758 \ubd80\ubd84 \ubc30\uc5f4\uc758 \ud569\uc744 K\ub85c \ub098\ub208 \ub098\uba38\uc9c0\ub97c \uad6c\ud558\ub294 \ubb38\uc81c\ub97c \ud574\uacb0\ud574\uc57c \ud569\ub2c8\ub2e4. &hellip; <a href=\"https:\/\/atmokpo.com\/w\/27022\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\ud30c\uc774\uc36c \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ub098\uba38\uc9c0 \ud569 \uad6c\ud558\uae30&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[23],"tags":[],"class_list":["post-27022","post","type-post","status-publish","format-standard","hentry","category-23"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\ud30c\uc774\uc36c \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ub098\uba38\uc9c0 \ud569 \uad6c\ud558\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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\uc0ac\uc6a9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\ub294 \uc88b\uc740 \uc608\uc2dc\uc785\ub2c8\ub2e4. \ubb38\uc81c \uc124\uba85 \uc5ec\ub7ec\ubd84\uc740 N\uac1c\uc758 \uc815\uc218\ub85c \uc774\ub8e8\uc5b4\uc9c4 \ubc30\uc5f4 A\uac00 \uc8fc\uc5b4\uc9c8 \ub54c, \ubc30\uc5f4\uc758 \ubd80\ubd84 \ubc30\uc5f4\uc758 \ud569\uc744 K\ub85c \ub098\ub208 \ub098\uba38\uc9c0\ub97c \uad6c\ud558\ub294 \ubb38\uc81c\ub97c \ud574\uacb0\ud574\uc57c \ud569\ub2c8\ub2e4. &hellip; \ub354 \ubcf4\uae30 &quot;\ud30c\uc774\uc36c \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \ub098\uba38\uc9c0 \ud569 \uad6c\ud558\uae30&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/27022\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-27T13:42:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T07:24:15+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta 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