{"id":24856,"date":"2026-01-19T07:25:10","date_gmt":"2026-01-18T23:25:10","guid":{"rendered":"https:\/\/www.xq.com.tw\/xstrader\/?p=24856"},"modified":"2026-01-19T07:25:10","modified_gmt":"2026-01-18T23:25:10","slug":"ultimate-smoother-%e6%8c%87%e6%a8%99","status":"publish","type":"post","link":"https:\/\/www.xq.com.tw\/xstrader\/ultimate-smoother-%e6%8c%87%e6%a8%99\/","title":{"rendered":"Ultimate Smoother \u6307\u6a19"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">John Ehlers \u767c\u8868\u7684 <\/span><b>Ultimate Smoother<\/b><span style=\"font-weight: 400;\"> \u662f\u6280\u8853\u5206\u6790\u9818\u57df\u7684\u4e00\u9805\u91cd\u5927\u7a81\u7834\uff0c\u7279\u5225\u662f\u5728\u8655\u7406\u300c\u5e73\u6ed1\u5ea6\uff08Smoothness\uff09\u300d\u8207\u300c\u5ef6\u9072\uff08Lag\uff09\u300d\u9019\u5c0d\u5bbf\u6575\u6642\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u50b3\u7d71\u6307\u6a19\u5982\u79fb\u52d5\u5e73\u5747\u7dda\uff08MA\uff09\u82e5\u8981\u66f4\u5e73\u6ed1\uff0c\u52e2\u5fc5\u6703\u7522\u751f\u56b4\u91cd\u7684\u6eef\u5f8c\uff1b\u53cd\u4e4b\uff0c\u82e5\u8981\u53cd\u61c9\u9748\u654f\uff0c\u5247\u6703\u51fa\u73fe\u5927\u91cf\u5047\u8a0a\u865f\u3002Ultimate Smoother \u5229\u7528**\u6578\u4f4d\u8a0a\u865f\u8655\u7406\uff08DSP\uff09**\u4e2d\u7684\u6ffe\u6ce2\u5668\u7406\u8ad6\uff0c\u5b8c\u7f8e\u8abf\u548c\u4e86\u9019\u5169\u8005\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h2><b>1. \u6838\u5fc3\u6578\u5b78\u539f\u7406<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Ultimate Smoother \u7684\u57fa\u790e\u5728\u65bc\u4e00\u500b<\/span><b>\u96d9\u6975\uff08Two-pole\uff09\u4f4e\u901a\u6ffe\u6ce2\u5668<\/b><span style=\"font-weight: 400;\">\uff0c\u4f46\u8207\u50b3\u7d71 Butterworth \u6216 Chebyshev \u6ffe\u6ce2\u5668\u4e0d\u540c\uff0c\u5b83\u5f15\u5165\u4e86\u7279\u5b9a\u7684\u4fc2\u6578\u8abf\u6574\uff0c\u4f7f\u5176\u5728\u6642\u9593\u57df\uff08Time Domain\uff09\u5167\u5177\u6709\u6975\u4f73\u7684\u97ff\u61c9\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5176\u6f14\u7b97\u6cd5\u908f\u8f2f\u5927\u81f4\u5982\u4e0b\uff08\u4ee5\u7c21\u5316\u5f62\u5f0f\u8868\u793a\uff09\uff1a<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u8a08\u7b97\u9810\u6ed1\u50f9\u683c\uff1a<\/b><span style=\"font-weight: 400;\"> \u5c0d\u50f9\u683c\u9032\u884c\u521d\u6b65\u8655\u7406\uff08\u901a\u5e38\u4f7f\u7528 $ (Price + Price[1]) \/ 2\u00a0 \uff09\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u6ffe\u6ce2\u4fc2\u6578\u8a08\u7b97\uff1a<\/b><span style=\"font-weight: 400;\"> \u6839\u64da\u8a2d\u5b9a\u7684\u9031\u671f\uff08Period\uff09\uff0c\u5229\u7528\u4e09\u89d2\u51fd\u6578\u8a08\u7b97\u51fa\u6ffe\u6ce2\u4fc2\u6578 a1 \u8207 b1\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u905e\u6b78\u904b\u7b97\uff1a \u9019\u662f\u8a72\u6307\u6a19\u6700\u5f37\u5927\u7684\u5730\u65b9\uff0c\u5b83\u7d50\u5408\u4e86\u300c\u7576\u524d\u50f9\u683c\u300d\u3001\u300c\u524d\u4e00\u6839\u6307\u6a19\u503c\u300d\u4ee5\u53ca\u300c\u524d\u5169\u6839\u6307\u6a19\u503c\u300d\u9032\u884c\u975e\u7dda\u6027\u52a0\u6b0a\uff1a<\/span><\/li>\n<\/ol>\n<h2><b>2. Ultimate Smoother \u7684\u4e09\u5927\u512a\u52e2<\/b><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u771f\u6b63\u7684\u300c\u96f6\u5ef6\u9072\u300d\u611f\uff1a<\/b><span style=\"font-weight: 400;\"> \u5728\u8da8\u52e2\u53cd\u8f49\u6642\uff0c\u5b83\u80fd\u6bd4\u540c\u9031\u671f\u7684 EMA\uff08\u6307\u6578\u79fb\u52d5\u5e73\u5747\u7dda\uff09\u5feb\u4e0a 2-3 \u6839 K \u7dda\u53cd\u61c9\uff0c\u9019\u5728\u6975\u77ed\u7dda\u4ea4\u6613\u4e2d\u81f3\u95dc\u91cd\u8981\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u6d88\u9664\u92f8\u9f52\u6ce2\u52d5\uff1a<\/b><span style=\"font-weight: 400;\"> \u5728\u50f9\u683c\u6a6b\u76e4\u6574\u7406\u6642\uff0cUltimate Smoother \u7684\u66f2\u7dda\u6975\u5176\u5e73\u6ed1\uff0c\u80fd\u6709\u6548\u904e\u6ffe\u6389\u7d30\u5fae\u7684\u5e02\u5834\u566a\u97f3\uff0c\u907f\u514d\u4ea4\u6613\u8005\u88ab\u53cd\u8986\u300c\u6d17\u76e4\uff08Whipsaw\uff09\u300d\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u6975\u4f4e\u8d85\u8abf\uff08Overshoot\uff09\uff1a<\/b><span style=\"font-weight: 400;\"> \u8a31\u591a\u865f\u7a31\u96f6\u5ef6\u9072\u7684\u6307\u6a19\uff08\u5982\u67d0\u4e9b DEMA \u6216 HMA\uff09\u5728\u50f9\u683c\u5287\u70c8\u8b8a\u52d5\u5f8c\u6703\u7522\u751f\u56b4\u91cd\u7684\u8d85\u8abf\uff0c\u5c0e\u81f4\u66f2\u7dda\u812b\u96e2\u73fe\u5be6\uff0c\u4f46 Ultimate Smoother \u80fd\u4fdd\u6301\u6975\u4f73\u7684\u50f9\u683c\u8cbc\u5408\u5ea6\u3002<\/span><\/li>\n<\/ul>\n<h2><b>3. \u8207\u50b3\u7d71\u6307\u6a19\u7684\u76f4\u89c0\u5c0d\u6bd4<\/b><\/h2>\n<table>\n<tbody>\n<tr>\n<td><b>\u7279\u6027<\/b><\/td>\n<td><b>\u79fb\u52d5\u5e73\u5747\u7dda (SMA\/EMA)<\/b><\/td>\n<td><b>\u8d6b\u723e\u5747\u7dda (HMA)<\/b><\/td>\n<td><b>Ultimate Smoother<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>\u5ef6\u9072\u5ea6<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u9ad8<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u4f4e<\/span><\/td>\n<td><b>\u6975\u4f4e<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>\u5e73\u6ed1\u5ea6<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u4e2d<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u9ad8\uff08\u4f46\u6613\u8b8a\u5f62\uff09<\/span><\/td>\n<td><b>\u6975\u9ad8\u4e14\u7a69\u5b9a<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>\u5047\u8a0a\u865f<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u591a<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u4e2d<\/span><\/td>\n<td><b>\u5c11<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>\u6578\u5b78\u57fa\u790e<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u7b97\u8853\u5e73\u5747<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u52a0\u6b0a\u5e73\u65b9\u6839<\/span><\/td>\n<td><b>DSP \u6ffe\u6ce2\u5668\u7406\u8ad6<\/b><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><b>4. \u5be6\u6230\u61c9\u7528\u5834\u666f<\/b><\/h2>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u8da8\u52e2\u904e\u6ffe\u5668\uff1a<\/b><span style=\"font-weight: 400;\"> \u7531\u65bc\u5176\u6975\u81f4\u7684\u5e73\u6ed1\u6027\uff0c\u7576 Ultimate Smoother \u659c\u7387\u5411\u4e0a\u6642\uff0c\u50c5\u57f7\u884c\u591a\u55ae\uff1b\u659c\u7387\u5411\u4e0b\u6642\uff0c\u50c5\u57f7\u884c\u7a7a\u55ae\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u4ea4\u53c9\u8a0a\u865f\uff1a<\/b><span style=\"font-weight: 400;\"> \u5c07\u77ed\u9031\u671f\u7684 Ultimate Smoother \u8207\u9577\u9031\u671f\u7684\u642d\u914d\uff0c\u7522\u751f\u7684\u4ea4\u53c9\u9ede\u6bd4\u50b3\u7d71\u5747\u7dda\u4ea4\u53c9\u66f4\u65e9\u4e14\u66f4\u6e96\u78ba\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u52d5\u614b\u505c\u640d\u4f4d\uff1a<\/b><span style=\"font-weight: 400;\"> \u56e0\u70ba\u5b83\u7dca\u8cbc\u50f9\u683c\u4e14\u4e0d\u8f15\u6613\u53d7\u96dc\u8a0a\u5e72\u64fe\uff0c\u9069\u5408\u4f5c\u70ba\u8ffd\u8e64\u6b62\u640d\uff08Trailing Stop\uff09\u7684\u53c3\u8003\u7dda\u3002<\/span><\/li>\n<\/ol>\n<p>\u4ee5\u4e0b\u662f\u9019\u500b\u6307\u6a19\u7684Xscript\u8173\u672c<\/p>\n<pre class=\"brush:xs\">\/\/ \u6307\u6a19\u540d\u7a31\uff1aUltimate Smoother (John Ehlers, 2024)\r\n\/\/ \u9069\u7528\u5c0d\u8c61\uff1a\u8da8\u52e2\u5224\u65b7\u3001\u96dc\u8a0a\u904e\u6ffe\r\n\/\/ -----------------------------------------------------------\r\n\r\nInput: Length(20, \"\u8a08\u7b97\u9031\u671f\");\r\nVariable: a1(0), c1(0), c2(0), c3(0), US(0);\r\n\r\n\/\/ 1. \u521d\u59cb\u5316\u4fc2\u6578 (\u50c5\u5728\u7b2c\u4e00\u6839 K \u7dda\u6216\u9577\u5ea6\u6539\u8b8a\u6642\u8a08\u7b97\u4ee5\u512a\u5316\u904b\u7b97\u6548\u7387)\r\n\/\/ \u4f7f\u7528\u96d9\u6975\u4f4e\u901a\u6ffe\u6ce2\u5668\u539f\u7406\r\nOnce begin\r\n\/\/ \u4f7f\u7528 1.414 (\u6839\u865f2) \u4f5c\u70ba\u81e8\u754c\u963b\u5c3c\u4fc2\u6578\r\na1 = ExpValue(-1.414 * 3.14159 \/ Length);\r\nc2 = 2 * a1 * Cos(1.414 * 3.14159 \/ Length); \/\/ XScript Cos \u4f7f\u7528\u5f27\u5ea6\u5236\r\nc3 = -a1 * a1;\r\nc1 = (1 + c2 - c3) \/ 4;\r\nend;\r\n\r\n\/\/ 2. \u6838\u5fc3\u905e\u6b78\u6f14\u7b97\u6cd5\r\n\/\/ \u8a72\u6307\u6a19\u7d50\u5408\u4e86\u76ee\u524d\u50f9\u683c\u3001\u6b77\u53f2\u50f9\u683c\u4ee5\u53ca\u6307\u6a19\u7684\u524d\u5169\u671f\u6578\u503c\r\nif CurrentBar &lt; 4 then\r\nUS = Close \/\/ \u521d\u59cb\u7de9\u885d\r\nelse\r\nUS = (1 - c1) * Close\r\n+ (2 * c1 - c2) * Close[1]\r\n- (c1 + c3) * Close[2]\r\n+ c2 * US[1]\r\n+ c3 * US[2];\r\n\r\n\/\/ 3. \u7e6a\u5716\u8f38\u51fa\r\nPlot1(US, \"Ultimate Smoother\");\r\n\r\n\r\n<\/pre>\n<p>\u4e0b\u5716\u662f\u7f8e\u5149\u642d\u914d\u9019\u500b\u8173\u672c\u7684\u5716<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-24859\" src=\"https:\/\/www.xq.com.tw\/xstrader\/wp-content\/uploads\/2026\/01\/\u87a2\u5e55\u64f7\u53d6\u756b\u9762-2026-01-19-071946.png\" alt=\"\" width=\"1848\" height=\"771\" srcset=\"https:\/\/www.xq.com.tw\/xstrader\/wp-content\/uploads\/2026\/01\/\u87a2\u5e55\u64f7\u53d6\u756b\u9762-2026-01-19-071946.png 1848w, https:\/\/www.xq.com.tw\/xstrader\/wp-content\/uploads\/2026\/01\/\u87a2\u5e55\u64f7\u53d6\u756b\u9762-2026-01-19-071946-300x125.png 300w, https:\/\/www.xq.com.tw\/xstrader\/wp-content\/uploads\/2026\/01\/\u87a2\u5e55\u64f7\u53d6\u756b\u9762-2026-01-19-071946-1024x427.png 1024w, https:\/\/www.xq.com.tw\/xstrader\/wp-content\/uploads\/2026\/01\/\u87a2\u5e55\u64f7\u53d6\u756b\u9762-2026-01-19-071946-768x320.png 768w, https:\/\/www.xq.com.tw\/xstrader\/wp-content\/uploads\/2026\/01\/\u87a2\u5e55\u64f7\u53d6\u756b\u9762-2026-01-19-071946-1536x641.png 1536w, https:\/\/www.xq.com.tw\/xstrader\/wp-content\/uploads\/2026\/01\/\u87a2\u5e55\u64f7\u53d6\u756b\u9762-2026-01-19-071946-660x275.png 660w\" sizes=\"auto, (max-width: 1848px) 100vw, 1848px\" \/><\/p>\n<p>\u5927\u5bb6\u53ef\u4ee5\u518d\u9032\u4e00\u6b65\u6539\u6210\u7b56\u7565\u96f7\u9054\u8173\u672c<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>John Ehlers \u767c\u8868\u7684 Ultimate Smoother \u662f\u6280\u8853\u5206\u6790\u9818\u57df\u7684\u4e00\u9805\u91cd\u5927\u7a81\u7834\uff0c\u7279\u5225\u662f\u5728\u8655\u7406\u300c\u5e73\u6ed1\u5ea6\uff08Smoothness\uff09\u300d\u8207\u300c\u5ef6\u9072\uff08Lag\uff09\u300d\u9019\u5c0d\u5bbf\u6575\u6642\u3002 \u50b3\u7d71\u6307\u6a19\u5982\u79fb\u52d5\u5e73\u5747\u7dda\uff08MA\uff09\u82e5\u8981\u66f4\u5e73\u6ed1\uff0c\u52e2\u5fc5\u6703\u7522\u751f\u56b4\u91cd\u7684\u6eef\u5f8c\uff1b\u53cd\u4e4b\uff0c\u82e5\u8981\u53cd\u61c9\u9748\u654f\uff0c\u5247\u6703\u51fa\u73fe\u5927\u91cf\u5047\u8a0a\u865f\u3002Ultimate S\u2026 <span class=\"read-more\"><a href=\"https:\/\/www.xq.com.tw\/xstrader\/ultimate-smoother-%e6%8c%87%e6%a8%99\/\">\u95b1\u8b80\u66f4\u591a &raquo;<\/a><\/span><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41],"tags":[],"class_list":["post-24856","post","type-post","status-publish","format-standard","hentry","category-a-z"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\r\n<title>Ultimate Smoother \u6307\u6a19 - XQ\u5b98\u65b9\u90e8\u843d\u683c<\/title>\r\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\r\n<link rel=\"canonical\" href=\"https:\/\/www.xq.com.tw\/xstrader\/ultimate-smoother-\u6307\u6a19\/\" \/>\r\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\r\n<meta property=\"og:type\" content=\"article\" \/>\r\n<meta property=\"og:title\" content=\"Ultimate Smoother \u6307\u6a19 - XQ\u5b98\u65b9\u90e8\u843d\u683c\" \/>\r\n<meta property=\"og:description\" content=\"John Ehlers \u767c\u8868\u7684 Ultimate Smoother \u662f\u6280\u8853\u5206\u6790\u9818\u57df\u7684\u4e00\u9805\u91cd\u5927\u7a81\u7834\uff0c\u7279\u5225\u662f\u5728\u8655\u7406\u300c\u5e73\u6ed1\u5ea6\uff08Smoothness\uff09\u300d\u8207\u300c\u5ef6\u9072\uff08Lag\uff09\u300d\u9019\u5c0d\u5bbf\u6575\u6642\u3002 \u50b3\u7d71\u6307\u6a19\u5982\u79fb\u52d5\u5e73\u5747\u7dda\uff08MA\uff09\u82e5\u8981\u66f4\u5e73\u6ed1\uff0c\u52e2\u5fc5\u6703\u7522\u751f\u56b4\u91cd\u7684\u6eef\u5f8c\uff1b\u53cd\u4e4b\uff0c\u82e5\u8981\u53cd\u61c9\u9748\u654f\uff0c\u5247\u6703\u51fa\u73fe\u5927\u91cf\u5047\u8a0a\u865f\u3002Ultimate S\u2026 \u95b1\u8b80\u66f4\u591a &raquo;\" \/>\r\n<meta property=\"og:url\" content=\"https:\/\/www.xq.com.tw\/xstrader\/ultimate-smoother-\u6307\u6a19\/\" \/>\r\n<meta property=\"og:site_name\" content=\"XQ\u5b98\u65b9\u90e8\u843d\u683c\" \/>\r\n<meta property=\"article:published_time\" content=\"2026-01-18T23:25:10+00:00\" \/>\r\n<meta name=\"author\" content=\"\u767c\u8ca1\u6a58\u5b50\" \/>\r\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\r\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005:\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u767c\u8ca1\u6a58\u5b50\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u4f30\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\u9418\" \/>\r\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.xq.com.tw\/xstrader\/ultimate-smoother-%e6%8c%87%e6%a8%99\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.xq.com.tw\/xstrader\/ultimate-smoother-%e6%8c%87%e6%a8%99\/\"},\"author\":{\"name\":\"\u767c\u8ca1\u6a58\u5b50\",\"@id\":\"https:\/\/www.xq.com.tw\/xstrader\/#\/schema\/person\/1179ebd6266b82f223caff0ba306fe72\"},\"headline\":\"Ultimate Smoother \u6307\u6a19\",\"datePublished\":\"2026-01-18T23:25:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.xq.com.tw\/xstrader\/ultimate-smoother-%e6%8c%87%e6%a8%99\/\"},\"wordCount\":51,\"articleSection\":[\"\u6280\u8853\u6307\u6a19A-Z\"],\"inLanguage\":\"zh-TW\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.xq.com.tw\/xstrader\/ultimate-smoother-%e6%8c%87%e6%a8%99\/\",\"url\":\"https:\/\/www.xq.com.tw\/xstrader\/ultimate-smoother-%e6%8c%87%e6%a8%99\/\",\"name\":\"Ultimate Smoother \u6307\u6a19 - 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