{"id":36411,"date":"2026-06-10T10:22:27","date_gmt":"2026-06-10T01:22:27","guid":{"rendered":"https:\/\/jore2.com\/ai-12102-can-llms-beat-classical-hyperparameter-optimization-algorithms\/"},"modified":"2026-06-10T10:22:27","modified_gmt":"2026-06-10T01:22:27","slug":"ai-12102-can-llms-beat-classical-hyperparameter-optimization-algorithms","status":"publish","type":"post","link":"https:\/\/jore2.com\/?p=36411","title":{"rendered":"LLM\uc774 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ucd5c\uc801\ud654\ub97c \ub300\uccb4\ud560 \uc218 \uc788\uc744\uae4c? \uae30\uc874 \uc54c\uace0\ub9ac\uc998\uc758 \uc6b0\uc704\uc640 \ud63c\uc885 \ubaa8\ub378\uc758 \ub4f1\uc7a5"},"content":{"rendered":"<div class=\"jore2-editor-byline\">\n<p><strong>\uc774\uac00\uc740<\/strong><\/p>\n<\/div>\n<p>\uc778\uacf5\uc9c0\ub2a5 \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \ub728\uac70\uc6b4 \uc9c8\ubb38 \uc911 \ud558\ub098\ub294 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc774 \uae30\uc874 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130 \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998\uc744 \ub300\uccb4\ud560 \uc218 \uc788\ub290\ub0d0\ub294 \uac83\uc785\ub2c8\ub2e4. \ucd5c\uadfc \ubc1c\ud45c\ub41c \uc5f0\uad6c \uacb0\uacfc\ub294 \uc774 \uc9c8\ubb38\uc5d0 \ub300\ud574 \uba85\ud655\ud55c \ub2f5\uc744 \ub0b4\ub193\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub2e8\uc21c\ud788 \ucf54\ub4dc\ub9cc \uc9c1\uc811 \uc218\uc815\ud558\ub294 \ubc29\uc2dd\uc758 LLM \uc5d0\uc774\uc804\ud2b8\ub294 \uace0\uc815\ub41c \uc5f0\uc0b0 \uc608\uc0b0 \ud558\uc5d0\uc11c CMA-ES\ub098 TPE \uac19\uc740 \uc804\ud1b5\uc801\uc778 \uc54c\uace0\ub9ac\uc998\ubcf4\ub2e4 \uc77c\uad00\ub418\uac8c \ub0ae\uc740 \uc131\ub2a5\uc744 \ubcf4\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\ud788 \uba54\ubaa8\ub9ac \ubd80\uc871\uc73c\ub85c \uc778\ud55c \uc2e4\ud328\ub97c \ud53c\ud558\ub294 \uac83\uc774 \uac80\uc0c9\uc758 \ub2e4\uc591\uc131\ubcf4\ub2e4 \uc911\uc694\ud55c \ubcc0\uc218\ub85c \uc791\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \ucd5c\ucca8\ub2e8 \ubaa8\ub378\uc774\ub77c \ud558\ub354\ub77c\ub3c4 \ucd5c\uc801\ud654 \uc0c1\ud0dc\ub97c \uc5ec\ub7ec \ubc88\uc758 \uc2dc\ub3c4 \ub3d9\uc548 \uc77c\uad00\ub418\uac8c \ucd94\uc801\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\ub294 \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub294 \ubaa8\ub378\uc758 \uaddc\ubaa8\uac00 \ucee4\uc9c4\ub2e4\uace0 \ud574\uc11c \ubb34\uc870\uac74 \uc131\ub2a5\uc774 \ube44\ub840\ud558\uc5ec \ud5a5\uc0c1\ub418\ub294 \uac83\uc740 \uc544\ub2d8\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud558\uc9c0\ub9cc LLM\uc774 \uc644\uc804\ud788 \ubb34\ub2a5\ud55c \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \ub3c4\uba54\uc778 \uc9c0\uc2dd\uacfc \uc9c1\uad00\uc744 \ud65c\uc6a9\ud558\ub294 \ub2a5\ub825\uc5d0\uc11c \uae30\uc874 \uc54c\uace0\ub9ac\uc998\uc774 \uac00\uc9c4 \ud55c\uacc4\ub97c \ubcf4\uc644\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5f0\uad6c\uc9c4\uc740 \uc774 \ub450 \uac00\uc9c0 \uac15\uc810\uc744 \uacb0\ud569\ud55c \ud63c\uc885 \ubaa8\ub378\uc778 \uc13c\ud0c0\uc6b0\ub974\ub97c \uc81c\uc548\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 CMA-ES\uc758 \ud574\uc11d \uac00\ub2a5\ud55c \ub0b4\ubd80 \uc0c1\ud0dc\ub97c LLM\uacfc \uacf5\uc720\ud558\uba70 \ud611\ub825\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2e4\ud5d8 \uacb0\uacfc, \uc13c\ud0c0\uc6b0\ub974\ub294 \uc21c\uc218 LLM \ubc29\uc2dd\uacfc \uae30\uc874 \uc54c\uace0\ub9ac\uc998 \ubaa8\ub450\ub97c \ub2a5\uac00\ud558\ub294 \ucd5c\uc0c1\uc758 \uacb0\uacfc\ub97c \uae30\ub85d\ud588\uc2b5\ub2c8\ub2e4. \ud765\ubbf8\ub86d\uac8c\ub3c4 0.8B \uaddc\ubaa8\uc758 \uc791\uc740 \ubaa8\ub378\ub9cc\uc73c\ub85c\ub3c4 \ubaa8\ub4e0 \uacbd\uc7c1\uc790\ub97c \uc774\uae38 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uba74 LLM\uc774 \ucf54\ub4dc\ub97c \uc790\uc720\ub86d\uac8c \uc218\uc815\ud558\ub294 \ubc29\uc2dd\uc740 \ub354 \ud070 \ubaa8\ub378\uc774 \ud544\uc694\ud588\uace0, \uc5ec\uc804\ud788 \uae30\uc874 \uc54c\uace0\ub9ac\uc998\uc5d0 \ubbf8\uce58\uc9c0 \ubabb\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ud750\ub984\uc740 \ud5a5\ud6c4 AI \uac1c\ubc1c \uc804\ub7b5\uc5d0 \uc911\uc694\ud55c \uc2dc\uc0ac\uc810\uc744 \uc90d\ub2c8\ub2e4. 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