{"id":221,"date":"2024-04-11T11:44:20","date_gmt":"2024-04-11T03:44:20","guid":{"rendered":"https:\/\/blog.alltick.co\/?p=221"},"modified":"2025-04-23T16:23:07","modified_gmt":"2025-04-23T08:23:07","slug":"dual-ma","status":"publish","type":"post","link":"https:\/\/blog.alltick.co\/zh-CN\/dual-ma\/","title":{"rendered":"Dual MA \u53cc\u5747\u7ebf\u7b56\u7565"},"content":{"rendered":"\n<p>Dual Moving Average\uff08\u53cc\u79fb\u52a8\u5e73\u5747\u7ebf\uff0c\u7b80\u79f0Dual MA\uff09\u7b56\u7565\u662f\u4e00\u79cd\u7b80\u5355\u800c\u53c8\u5e7f\u6cdb\u4f7f\u7528\u7684\u6280\u672f\u5206\u6790\u5de5\u5177\uff0c\u4e3b\u8981\u7528\u4e8e\u8bc6\u522b\u5e02\u573a\u8d8b\u52bf\u7684\u53d8\u5316\u548c\u751f\u6210\u4ea4\u6613\u4fe1\u53f7\u3002\u8fd9\u79cd\u7b56\u7565\u6d89\u53ca\u4e24\u6761\u79fb\u52a8\u5e73\u5747\u7ebf\u2014\u2014\u4e00\u6761\u77ed\u671f\uff08\u5feb\u901f\uff09\u548c\u4e00\u6761\u957f\u671f\uff08\u6162\u901f\uff09\u2014\u2014\u5e76\u901a\u8fc7\u89c2\u5bdf\u8fd9\u4e24\u6761\u7ebf\u7684\u4ea4\u53c9\u70b9\u6765\u51b3\u5b9a\u4e70\u5165\u6216\u5356\u51fa\u7684\u65f6\u673a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7b56\u7565\u63cf\u8ff0<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u77ed\u671f\uff08\u5feb\u901f\uff09\u79fb\u52a8\u5e73\u5747\u7ebf<\/strong>\uff1a\u8fd9\u6761\u7ebf\u53cd\u6620\u4e86\u8d44\u4ea7\u6700\u8fd1\u4ef7\u683c\u7684\u5e73\u5747\u503c\uff0c\u6bd4\u59825\u65e5\u5747\u7ebf\uff0c\u5bf9\u4ef7\u683c\u53d8\u5316\u53cd\u5e94\u8f83\u5feb\u3002<\/li>\n\n\n\n<li><strong>\u957f\u671f\uff08\u6162\u901f\uff09\u79fb\u52a8\u5e73\u5747\u7ebf<\/strong>\uff1a\u8fd9\u6761\u7ebf\u53cd\u6620\u4e86\u8d44\u4ea7\u8f83\u957f\u65f6\u95f4\u5185\u4ef7\u683c\u7684\u5e73\u5747\u503c\uff0c\u6bd4\u598220\u65e5\u5747\u7ebf\uff0c\u5bf9\u4ef7\u683c\u53d8\u5316\u53cd\u5e94\u8f83\u6162\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u53cc\u5747\u7ebf\u7b56\u7565\u7684\u57fa\u672c\u601d\u60f3\u662f\u901a\u8fc7\u4e24\u6761\u4e0d\u540c\u5468\u671f\u7684\u79fb\u52a8\u5e73\u5747\u7ebf\u7684\u4ea4\u53c9\u6765\u786e\u5b9a\u4e70\u5356\u4fe1\u53f7\u3002\u4f8b\u5982\uff0c\u5f53\u77ed\u7ebf\u5411\u4e0a\u7a7f\u8fc7\u957f\u7ebf\u65f6\uff0c\u51fa\u73b0\u4e86\u6240\u8c13\u7684\u201c\u91d1\u53c9\u201d\uff0c\u4ee3\u8868\u4e70\u5165\u4fe1\u53f7\uff1b\u53cd\u4e4b\uff0c\u5f53\u77ed\u7ebf\u5411\u4e0b\u7a7f\u8fc7\u957f\u7ebf\u65f6\uff0c\u51fa\u73b0\u4e86\u201c\u6b7b\u53c9\u201d\uff0c\u4ee3\u8868\u5356\u51fa\u7684\u4fe1\u53f7\u3002<\/p>\n\n\n\n<p>\u5f53\u51fa\u73b0\u91d1\u53c9\u7684\u65f6\u5019\uff0c\u610f\u5473\u7740\u5e02\u573a\u5904\u4e8e\u4e50\u89c2\u7684\u60c5\u7eea\uff0c\u6295\u8d44\u8005\u503e\u5411\u4e8e\u770b\u597d\u540e\u5e02\uff0c\u8fd9\u79cd\u96c6\u4f53\u770b\u6da8\u7684\u60c5\u7eea\u4f1a\u5feb\u901f\u63a8\u52a8\u4ef7\u683c\u4e0a\u6da8\u3002\u76f8\u53cd\u5982\u679c\u51fa\u73b0\u6b7b\u53c9\uff0c\u5219\u4ee3\u8868\u5e02\u573a\u51fa\u4e8e\u60b2\u89c2\u7684\u60c5\u7eea\uff0c\u5927\u5bb6\u90fd\u770b\u7a7a\u672a\u6765\u7684\u4ef7\u683c\uff0c\u7eb7\u7eb7\u5356\u51fa\u80a1\u7968\uff0c\u8fdb\u800c\u63a8\u52a8\u80a1\u7968\u4ef7\u683c\u4e0b\u8dcc\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4ea4\u6613\u4fe1\u53f7<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"449\" src=\"https:\/\/i0.wp.com\/blog.alltick.co\/wp-content\/uploads\/2024\/04\/double-ma-alltick.png?resize=800%2C449&#038;ssl=1\" alt=\"\u91d1\u53c9\u548c\u6b7b\u53c9\u7684\u4fe1\u53f7\u4f4d\u7f6e\" class=\"wp-image-225\" srcset=\"https:\/\/i0.wp.com\/blog.alltick.co\/zh-CN\/wp-content\/uploads\/2024\/04\/double-ma-alltick.png?w=819&amp;ssl=1 819w, https:\/\/i0.wp.com\/blog.alltick.co\/zh-CN\/wp-content\/uploads\/2024\/04\/double-ma-alltick.png?resize=300%2C168&amp;ssl=1 300w, https:\/\/i0.wp.com\/blog.alltick.co\/zh-CN\/wp-content\/uploads\/2024\/04\/double-ma-alltick.png?resize=768%2C431&amp;ssl=1 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u5f53\u51fa\u73b0\u91d1\u53c9\u65f6\u4f60\u5e94\u8be5\u4e70\u5165\uff0c\u800c\u51fa\u73b0\u6b7b\u53c9\u65f6\u5e94\u8be5\u5356\u51fa\u3002\u8fd9\u662f\u53cc\u5747\u7ebf\u7b56\u7565\u7684\u6838\u5fc3\u4ea4\u6613\u4fe1\u53f7\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7b56\u7565\u4f18\u70b9<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7b80\u5355\u6613\u61c2<\/strong>\uff1a\u53cc\u5747\u7ebf\u7b56\u7565\u7b80\u5355\u76f4\u89c2\uff0c\u6613\u4e8e\u7406\u89e3\u548c\u5b9e\u65bd\uff0c\u9002\u5408\u5404\u7c7b\u6295\u8d44\u8005\u3002<\/li>\n\n\n\n<li><strong>\u9002\u7528\u6027\u5e7f<\/strong>\uff1a\u53ef\u4ee5\u5e94\u7528\u4e8e\u4e0d\u540c\u7684\u5e02\u573a\u548c\u8d44\u4ea7\u7c7b\u522b\uff0c\u5305\u62ec\u80a1\u7968\u3001\u5916\u6c47\u3001\u5546\u54c1\u7b49\u3002<\/li>\n\n\n\n<li><strong>\u7075\u6d3b\u6027<\/strong>\uff1a\u6295\u8d44\u8005\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u4ea4\u6613\u98ce\u683c\u548c\u76ee\u6807\u9009\u62e9\u4e0d\u540c\u7684\u65f6\u95f4\u6846\u67b6\u548c\u79fb\u52a8\u5e73\u5747\u7ebf\u7684\u53c2\u6570\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7b56\u7565\u7f3a\u70b9<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6ede\u540e\u6027<\/strong>\uff1a\u4f5c\u4e3a\u4e00\u79cd\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u7684\u6307\u6807\uff0c\u79fb\u52a8\u5e73\u5747\u7ebf\u5177\u6709\u4e00\u5b9a\u7684\u6ede\u540e\u6027\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fdb\u5165\u548c\u9000\u51fa\u70b9\u4e0d\u662f\u6700\u4f18\u7684\u3002<\/li>\n\n\n\n<li><strong>\u5047\u4fe1\u53f7<\/strong>\uff1a\u5728\u9707\u8361\u5e02\u573a\u4e2d\uff0c\u53cc\u5747\u7ebf\u7b56\u7565\u53ef\u80fd\u4f1a\u4ea7\u751f\u591a\u4e2a\u5047\u4fe1\u53f7\uff0c\u5bfc\u81f4\u4e0d\u5fc5\u8981\u7684\u4ea4\u6613\u548c\u635f\u5931\u3002<\/li>\n\n\n\n<li><strong>\u9700\u8981\u7ed3\u5408\u5176\u4ed6\u5de5\u5177<\/strong>\uff1a\u4e3a\u4e86\u63d0\u9ad8\u4ea4\u6613\u7684\u6210\u529f\u7387\uff0c\u901a\u5e38\u9700\u8981\u5c06Dual MA\u7b56\u7565\u4e0e\u5176\u4ed6\u6307\u6807\u6216\u5206\u6790\u5de5\u5177\u7ed3\u5408\u4f7f\u7528\uff0c\u4ee5\u786e\u8ba4\u4fe1\u53f7\u6216\u8fc7\u6ee4\u5047\u4fe1\u53f7\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5b9e\u65bd\u5efa\u8bae<\/strong><\/h2>\n\n\n\n<p>\u5728\u5b9e\u9645\u5e94\u7528Dual MA\u7b56\u7565\u65f6\uff0c\u6295\u8d44\u8005\u5e94\u8be5\u8fdb\u884c\u5145\u5206\u7684\u5386\u53f2\u6570\u636e\u6d4b\u8bd5\uff0c\u4ee5\u786e\u5b9a\u6700\u9002\u5408\u81ea\u5df1\u4ea4\u6613\u98ce\u683c\u7684\u79fb\u52a8\u5e73\u5747\u7ebf\u53c2\u6570\uff08\u5982\u4f7f\u7528\u591a\u5c11\u5929\u7684\u79fb\u52a8\u5e73\u5747\uff09\u3002\u6b64\u5916\uff0c\u7ed3\u5408\u5176\u4ed6\u6280\u672f\u6307\u6807\uff08\u5982\u76f8\u5bf9\u5f3a\u5f31\u6307\u6570RSI\u3001MACD\u7b49\uff09\u548c\u5e02\u573a\u5206\u6790\u53ef\u4ee5\u63d0\u9ad8\u51b3\u7b56\u7684\u51c6\u786e\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7528Java\u5b9e\u73b0\u7684Dual MA\u53cc\u5747\u7ebf\u7b56\u7565\u793a\u4f8b<\/strong><\/h2>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"java\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">import java.util.List;\n\npublic class DualMAStrategy {\n    public static void main(String[] args) {\n        List&lt;Double> prices = \/\/ \u83b7\u53d6\u4ef7\u683c\u6570\u636e\u7684\u65b9\u6cd5\uff0c\u4f8b\u5982\u4eceAPI\u6216\u6587\u4ef6\u4e2d\u8bfb\u53d6\n        int shortPeriod = 20; \/\/ \u77ed\u671f\u5747\u7ebf\u5468\u671f\n        int longPeriod = 50;  \/\/ \u957f\u671f\u5747\u7ebf\u5468\u671f\n\n        \/\/ \u8ba1\u7b97\u77ed\u671f\u5747\u7ebf\n        double shortMA = calculateMovingAverage(prices, shortPeriod);\n        \/\/ \u8ba1\u7b97\u957f\u671f\u5747\u7ebf\n        double longMA = calculateMovingAverage(prices, longPeriod);\n\n        if (shortMA > longMA) {\n            \/\/ \u77ed\u671f\u5747\u7ebf\u4e0a\u7a7f\u957f\u671f\u5747\u7ebf\uff0c\u6267\u884c\u4e70\u5165\u64cd\u4f5c\n            \/\/ ...\n        } else if (shortMA &lt; longMA) {\n            \/\/ \u77ed\u671f\u5747\u7ebf\u4e0b\u7a7f\u957f\u671f\u5747\u7ebf\uff0c\u6267\u884c\u5356\u51fa\u64cd\u4f5c\n            \/\/ ...\n        } else {\n            \/\/ \u5747\u7ebf\u76f8\u4ea4\u6216\u91cd\u53e0\uff0c\u6267\u884c\u6301\u4ed3\u64cd\u4f5c\u6216\u5176\u4ed6\u7b56\u7565\n            \/\/ ...\n        }\n    }\n\n    private static double calculateMovingAverage(List&lt;Double> prices, int period) {\n        int size = prices.size();\n        if (size &lt; period) {\n            return 0.0; \/\/ \u6570\u636e\u4e0d\u8db3\uff0c\u8fd4\u56de0\u6216\u5176\u4ed6\u5408\u9002\u7684\u503c\n        }\n\n        double sum = 0.0;\n        for (int i = size - period; i &lt; size; i++) {\n            sum += prices.get(i);\n        }\n\n        return sum \/ period;\n    }\n}<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7528Python\u5b9e\u73b0\u7684Dual MA\u53cc\u5747\u7ebf\u7b56\u7565\u793a\u4f8b<\/strong><\/h2>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">def dual_ma_strategy(prices, short_period, long_period):\n    # \u8ba1\u7b97\u77ed\u671f\u5747\u7ebf\n    short_ma = calculate_moving_average(prices, short_period)\n    # \u8ba1\u7b97\u957f\u671f\u5747\u7ebf\n    long_ma = calculate_moving_average(prices, long_period)\n\n    if short_ma > long_ma:\n        # \u77ed\u671f\u5747\u7ebf\u4e0a\u7a7f\u957f\u671f\u5747\u7ebf\uff0c\u6267\u884c\u4e70\u5165\u64cd\u4f5c\n        # ...\n        pass\n    elif short_ma &lt; long_ma:\n        # \u77ed\u671f\u5747\u7ebf\u4e0b\u7a7f\u957f\u671f\u5747\u7ebf\uff0c\u6267\u884c\u5356\u51fa\u64cd\u4f5c\n        # ...\n        pass\n    else:\n        # \u5747\u7ebf\u76f8\u4ea4\u6216\u91cd\u53e0\uff0c\u6267\u884c\u6301\u4ed3\u64cd\u4f5c\u6216\u5176\u4ed6\u7b56\u7565\n        # ...\n        pass\n\n\ndef calculate_moving_average(prices, period):\n    if len(prices) &lt; period:\n        return 0.0  # \u6570\u636e\u4e0d\u8db3\uff0c\u8fd4\u56de0\u6216\u5176\u4ed6\u5408\u9002\u7684\u503c\n\n    return sum(prices[-period:]) \/ period\n\n\nprices =  # \u83b7\u53d6\u4ef7\u683c\u6570\u636e\u7684\u65b9\u6cd5\uff0c\u4f8b\u5982\u4eceAPI\u6216\u6587\u4ef6\u4e2d\u8bfb\u53d6\nshort_period = 20  # \u77ed\u671f\u5747\u7ebf\u5468\u671f\nlong_period = 50  # \u957f\u671f\u5747\u7ebf\u5468\u671f\n\ndual_ma_strategy(prices, short_period, long_period)<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u66f4\u591a\u4ea4\u6613\u7b56\u7565<\/strong><\/h2>\n\n\n\n<p><a href=\"https:\/\/blog.alltick.co\/r-breaker\/\"><strong>\u3010R-Breaker\u7a81\u7834\u7b56\u7565\u3011<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Dual Moving Average\uff08\u53cc\u79fb\u52a8\u5e73\u5747\u7ebf\uff0c\u7b80\u79f0Dual MA\uff09\u7b56\u7565\u662f\u4e00\u79cd\u7b80\u5355\u800c\u53c8\u5e7f\u6cdb\u4f7f\u7528\u7684\u6280\u672f\u5206\u6790&#8230;<\/p>\n","protected":false},"author":1,"featured_media":229,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[8],"tags":[],"class_list":["post-221","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tick-data-wiki"],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/posts\/221","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/comments?post=221"}],"version-history":[{"count":8,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/posts\/221\/revisions"}],"predecessor-version":[{"id":231,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/posts\/221\/revisions\/231"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/media\/229"}],"wp:attachment":[{"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/media?parent=221"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/categories?post=221"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.alltick.co\/zh-CN\/wp-json\/wp\/v2\/tags?post=221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}