{"id":28528,"date":"2024-10-27T16:11:57","date_gmt":"2024-10-27T16:11:57","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=28528"},"modified":"2024-11-26T07:01:32","modified_gmt":"2024-11-26T07:01:32","slug":"%ec%bd%94%ed%8b%80%eb%a6%b0-%ec%bd%94%eb%94%a9%ed%85%8c%ec%8a%a4%ed%8a%b8-%ea%b0%95%ec%a2%8c-%ec%99%b8%ed%8c%90%ec%9b%90%ec%9d%98-%ec%88%9c%ed%9a%8c-%ea%b2%bd%eb%a1%9c-%ec%a7%9c%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/28528\/","title":{"rendered":"\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uc678\ud310\uc6d0\uc758 \uc21c\ud68c \uacbd\ub85c \uc9dc\uae30"},"content":{"rendered":"<p><body><\/p>\n<p>\uc548\ub155\ud558\uc138\uc694, \uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 \ucf54\ud2c0\ub9b0\uc744 \uc774\uc6a9\ud558\uc5ec \uc678\ud310\uc6d0\uc758 \uc21c\ud68c \uacbd\ub85c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>1. \ubb38\uc81c \uc815\uc758<\/h2>\n<p>\uc678\ud310\uc6d0 \ubb38\uc81c\ub780, \uc678\ud310\uc6d0\uc774 \uc5ec\ub7ec \ub3c4\uc2dc\ub4e4\uc744 \ud55c \ubc88\uc529\ub9cc \ubc29\ubb38\ud558\uace0 \ucd9c\ubc1c\ud55c \ub3c4\uc2dc\ub85c \ub3cc\uc544\uc624\ub294 \uacbd\ub85c \uc911\uc5d0\uc11c \uac00\uc7a5 \ucd5c\uc18c \ube44\uc6a9\uc758 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc785\ub825\uc73c\ub85c\ub294 \uac01 \ub3c4\uc2dc \uac04\uc758 \uc774\ub3d9 \ube44\uc6a9\uc774 \uc8fc\uc5b4\uc9c0\uba70, \ubaa9\ud45c\ub294 \ucd5c\uc18c \ube44\uc6a9\uc73c\ub85c \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud558\ub294 \uacbd\ub85c\ub97c \ucd9c\ub825\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2>2. \ubb38\uc81c \uc811\uadfc<\/h2>\n<p>\uc678\ud310\uc6d0 \ubb38\uc81c\ub294 NP-hard \ubb38\uc81c\ub85c \uc54c\ub824\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \ud574\ubc95\uc73c\ub85c\ub294 \uc644\uc804 \ud0d0\uc0c9, \ub3d9\uc801 \ud504\ub85c\uadf8\ub798\ubc0d, \uc774\ubd84 \ud0d0\uc0c9 \ubc0f \uadf8\ub9ac\ub514 \uc54c\uace0\ub9ac\uc998 \ub4f1\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc, \ud2b9\uc218\ud55c \uacbd\uc6b0\ub85c \uc18c\uaddc\ubaa8\uc758 \ub370\uc774\ud130\ub97c \ub2e4\ub8f0 \ub54c\ub294 \uc644\uc804 \ud0d0\uc0c9\uc744 \ud1b5\ud574 \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ol>\n<li>\ubaa8\ub4e0 \ub3c4\uc2dc \uac04\uc758 \uac70\ub9ac \ub610\ub294 \ube44\uc6a9\uc744 \ud45c \ud615\ud0dc\ub85c \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/li>\n<li>\ubaa8\ub4e0 \uac00\ub2a5\ud55c \uacbd\ub85c\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li>\uac01 \uacbd\ub85c\uc758 \ucd1d \uac12\uc744 \uacc4\uc0b0\ud558\uc5ec \ucd5c\uc18c\uac12\uc744 \ucc3e\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h2>3. \ubb38\uc81c \ud574\uacb0\uc744 \uc704\ud55c \ucf54\ud2c0\ub9b0 \ucf54\ub4dc<\/h2>\n<p>\uc774\uc81c \ucf54\ud2c0\ub9b0\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \ucf54\ub4dc\ub97c \uc791\uc131\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc544\ub798 \ucf54\ub4dc\ub294 \uc678\ud310\uc6d0 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uae30\ubcf8\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4:<\/p>\n<pre><code class=\"kotlin\">\nfun main() {\n    val n = 4 \/\/ \ub3c4\uc2dc\uc758 \uc218\n    val cost = arrayOf(\n        intArrayOf(0, 10, 15, 20),\n        intArrayOf(10, 0, 35, 25),\n        intArrayOf(15, 35, 0, 30),\n        intArrayOf(20, 25, 30, 0)\n    )\n\n    val visited = BooleanArray(n)\n    visited[0] = true \/\/ \uc2dc\uc791\uc810\uc744 \uccab \ubc88\uc9f8 \ub3c4\uc2dc\ub85c \uc124\uc815\n    val result = tsp(0, 1, cost, visited, 0, n)\n    println(\"\ucd5c\uc18c \ube44\uc6a9\uc740: $result\")\n}\n\nfun tsp(current: Int, count: Int, cost: Array<intarray>, visited: BooleanArray, totalCost: Int, n: Int): Int {\n    if (count == n) {\n        return totalCost + cost[current][0] \/\/ \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud55c \uacbd\uc6b0, \uc2dc\uc791 \ub3c4\uc2dc\ub85c \ub3cc\uc544\uc634\n    }\n\n    var minCost = Int.MAX_VALUE\n    \n    for (i in 0 until n) {\n        if (!visited[i]) { \/\/ \ubc29\ubb38\ud558\uc9c0 \uc54a\uc740 \ub3c4\uc2dc\ub77c\uba74\n            visited[i] = true \/\/ \ub3c4\uc2dc \ubc29\ubb38 \uae30\ub85d\n            val newCost = tsp(i, count + 1, cost, visited, totalCost + cost[current][i], n)\n            minCost = Math.min(minCost, newCost) \/\/ \ucd5c\uc18c \ube44\uc6a9 \uacc4\uc0b0\n            visited[i] = false \/\/ \ubc31\ud2b8\ub798\ud0b9\n        }\n    }\n    \n    return minCost\n}\n<\/intarray><\/code><\/pre>\n<h2>4. \ucf54\ub4dc \uc124\uba85<\/h2>\n<p>\uc704 \ucf54\ub4dc\ub294 \uc678\ud310\uc6d0\uc758 \uc21c\ud68c \uacbd\ub85c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \uac04\ub2e8\ud55c \uc7ac\uadc0\uc801 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uac01 \ud568\uc218\uc758 \uad6c\uc870\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li><strong>main \ud568\uc218:<\/strong> \ub3c4\uc2dc\uc758 \uac1c\uc218\uc640 \ube44\uc6a9 \ubc30\uc5f4\uc744 \ucd08\uae30\ud654\ud569\ub2c8\ub2e4. \uadf8\ub9ac\uace0 <code>tsp<\/code> \ud568\uc218\ub97c \ud638\ucd9c\ud558\uc5ec \ucd5c\uc18c \uacbd\ub85c\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>tsp \ud568\uc218:<\/strong> \ud604\uc7ac \ub3c4\uc2dc, \ubc29\ubb38 \ub3c4\uc2dc \uc218, \ube44\uc6a9 \ubc30\uc5f4, \ubc29\ubb38 \uae30\ub85d, \ud604\uc7ac\uae4c\uc9c0\uc758 \ucd1d \ube44\uc6a9, \ub3c4\uc2dc \uac1c\uc218\ub97c \ub9e4\uac1c\ubcc0\uc218\ub85c \uc785\ub825\ubc1b\uc2b5\ub2c8\ub2e4. \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud588\uc744 \uacbd\uc6b0, \uc2dc\uc791 \ub3c4\uc2dc\ub85c \ub3cc\uc544\uac00\ub294 \ube44\uc6a9\uc744 \ud3ec\ud568\ud558\uc5ec \ucd5c\uc18c \ube44\uc6a9\uc744 \ubc18\ud658\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h2>5. \ub3d9\uc791 \uacfc\uc815<\/h2>\n<p>\ucf54\ub4dc\ub97c \uac04\ub2e8\ud788 \uc0b4\ud3b4\ubcf4\uba74:<\/p>\n<ol>\n<li>\uc8fc\uc5b4\uc9c4 \ub3c4\uc2dc\ub4e4\uc744 \ubc30\uc5f4(cost) \ud615\ud0dc\ub85c \uad6c\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li>\uccab \ubc88\uc9f8 \ub3c4\uc2dc\uc5d0\uc11c \uc2dc\uc791\ud558\uc5ec \ubaa8\ub4e0 \uac00\ub2a5 \uacbd\ub85c\ub97c \uc7ac\uadc0\uc801\uc73c\ub85c \ud0d0\uc0c9\ud569\ub2c8\ub2e4.<\/li>\n<li>\uac01 \uacbd\ub85c\uc758 \ucd1d \ube44\uc6a9\uc744 \uacc4\uc0b0\ud558\uace0, \ucd5c\uc18c \ube44\uc6a9\uc744 \uc5c5\ub370\uc774\ud2b8\ud569\ub2c8\ub2e4.<\/li>\n<li>\ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud560 \ub54c\ub9c8\ub2e4 \ud604\uc7ac \uacbd\ub85c\uc758 \ube44\uc6a9\uc744 \uacb0\uacfc\ub85c \ubc18\ud658\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h2>6. \uacb0\ub860<\/h2>\n<p>\uc774\ubc88 \uc2dc\uac04\uc5d0\ub294 \ucf54\ud2c0\ub9b0\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc678\ud310\uc6d0\uc758 \uc21c\ud68c \uacbd\ub85c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\ubc95\uc744 \ubc30\uc6e0\uc2b5\ub2c8\ub2e4. \uc774 \ubb38\uc81c\ub294 \ucef4\ud4e8\ud130 \uacfc\ud559 \ubc0f \uc54c\uace0\ub9ac\uc998 \uad50\uc721\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \uc0ac\ub840\uc774\uba70, \ub2e4\uc591\ud55c \ucd5c\uc801\ud654 \ubb38\uc81c\ub97c \uc774\ud574\ud558\ub294 \ub370 \ud070 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4. \ub354 \ub098\uc544\uac00 \ub300\uaddc\ubaa8 \ubb38\uc81c\uc5d0 \ub300\ud574\uc11c\ub294 \ub3d9\uc801 \ud504\ub85c\uadf8\ub798\ubc0d \ub4f1\uc758 \uc911\uc694\ud55c \uae30\uc220\uc744 \ubc30\uc6cc\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc74c \uac15\uc88c\uc5d0\uc11c\ub294 \uc880 \ub354 \uace0\uae09 \uc54c\uace0\ub9ac\uc998 \ubc0f \ub2e4\uc591\ud55c \ubb38\uc81c \ud574\uacb0 \ud14c\ud06c\ub2c9\uc5d0 \ub300\ud574 \ub2e4\ub8e8\uc5b4 \ubcf4\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4. \uac10\uc0ac\ud569\ub2c8\ub2e4!<\/p>\n<p><\/body><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc548\ub155\ud558\uc138\uc694, \uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 \ucf54\ud2c0\ub9b0\uc744 \uc774\uc6a9\ud558\uc5ec \uc678\ud310\uc6d0\uc758 \uc21c\ud68c \uacbd\ub85c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \ubb38\uc81c \uc815\uc758 \uc678\ud310\uc6d0 \ubb38\uc81c\ub780, \uc678\ud310\uc6d0\uc774 \uc5ec\ub7ec \ub3c4\uc2dc\ub4e4\uc744 \ud55c \ubc88\uc529\ub9cc \ubc29\ubb38\ud558\uace0 \ucd9c\ubc1c\ud55c \ub3c4\uc2dc\ub85c \ub3cc\uc544\uc624\ub294 \uacbd\ub85c \uc911\uc5d0\uc11c \uac00\uc7a5 \ucd5c\uc18c \ube44\uc6a9\uc758 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc785\ub825\uc73c\ub85c\ub294 \uac01 \ub3c4\uc2dc \uac04\uc758 \uc774\ub3d9 \ube44\uc6a9\uc774 \uc8fc\uc5b4\uc9c0\uba70, \ubaa9\ud45c\ub294 \ucd5c\uc18c \ube44\uc6a9\uc73c\ub85c \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud558\ub294 \uacbd\ub85c\ub97c \ucd9c\ub825\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. 2. \ubb38\uc81c \uc811\uadfc \uc678\ud310\uc6d0 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/28528\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uc678\ud310\uc6d0\uc758 \uc21c\ud68c \uacbd\ub85c \uc9dc\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":[28],"tags":[],"class_list":["post-28528","post","type-post","status-publish","format-standard","hentry","category-28"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uc678\ud310\uc6d0\uc758 \uc21c\ud68c \uacbd\ub85c \uc9dc\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/28528\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uc678\ud310\uc6d0\uc758 \uc21c\ud68c \uacbd\ub85c \uc9dc\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc548\ub155\ud558\uc138\uc694, \uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 \ucf54\ud2c0\ub9b0\uc744 \uc774\uc6a9\ud558\uc5ec \uc678\ud310\uc6d0\uc758 \uc21c\ud68c \uacbd\ub85c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. \ubb38\uc81c \uc815\uc758 \uc678\ud310\uc6d0 \ubb38\uc81c\ub780, \uc678\ud310\uc6d0\uc774 \uc5ec\ub7ec \ub3c4\uc2dc\ub4e4\uc744 \ud55c \ubc88\uc529\ub9cc \ubc29\ubb38\ud558\uace0 \ucd9c\ubc1c\ud55c \ub3c4\uc2dc\ub85c \ub3cc\uc544\uc624\ub294 \uacbd\ub85c \uc911\uc5d0\uc11c \uac00\uc7a5 \ucd5c\uc18c \ube44\uc6a9\uc758 \uacbd\ub85c\ub97c \ucc3e\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uc785\ub825\uc73c\ub85c\ub294 \uac01 \ub3c4\uc2dc \uac04\uc758 \uc774\ub3d9 \ube44\uc6a9\uc774 \uc8fc\uc5b4\uc9c0\uba70, \ubaa9\ud45c\ub294 \ucd5c\uc18c \ube44\uc6a9\uc73c\ub85c \ubaa8\ub4e0 \ub3c4\uc2dc\ub97c \ubc29\ubb38\ud558\ub294 \uacbd\ub85c\ub97c \ucd9c\ub825\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. 2. \ubb38\uc81c \uc811\uadfc \uc678\ud310\uc6d0 &hellip; \ub354 \ubcf4\uae30 &quot;\ucf54\ud2c0\ub9b0 \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c, \uc678\ud310\uc6d0\uc758 \uc21c\ud68c \uacbd\ub85c \uc9dc\uae30&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/28528\/\" \/>\n<meta property=\"og:site_name\" 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\ub3c4\ub2ec\ud560 \uc218 \uc788\ub294 \ub3c4\uc2dc \ubaa9\ub85d\uc744 \uad6c\ud558\ub294 \ubb38\uc81c\uc785\ub2c8\ub2e4. \uac01 \ub3c4\uc2dc\ub294 \ubc88\ud638\ub85c \ud45c\ud604\ub418\uba70, \ub450 \ub3c4\uc2dc \uac04\uc758 \uac70\ub9ac \uc815\ubcf4\ub294 \uc591\ubc29\ud5a5 \ub3c4\ub85c\ub85c \uc5f0\uacb0\ub41c \ud615\ud0dc\ub85c \uc8fc\uc5b4\uc9d1\ub2c8\ub2e4. \ubaa9\ud45c\ub294 K\ub9cc\ud07c \ub5a8\uc5b4\uc9c4 \ub3c4\uc2dc\ub97c \ucc3e\ub294 \uac83\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, N\uac1c\uc758 \ub3c4\uc2dc\uac00 \uc788\uace0, M\uac1c\uc758\u2026","rel":"","context":"&quot;\ud30c\uc774\uc36c \ucf54\ub529\ud14c\uc2a4\ud2b8 \uac15\uc88c&quot;\uc5d0\uc11c","block_context":{"text":"\ud30c\uc774\uc36c \ucf54\ub529\ud14c\uc2a4\ud2b8 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