{"id":52574,"date":"2026-07-27T05:27:04","date_gmt":"2026-07-27T05:27:04","guid":{"rendered":"https:\/\/www.vtmarkets.com\/zh-ca\/uncategorized\/52574\/"},"modified":"2026-07-27T05:27:04","modified_gmt":"2026-07-27T05:27:04","slug":"walk-forward-testing-a-traders-step-by-step-guide","status":"publish","type":"post","link":"https:\/\/www.vtmarkets.com\/zh-ca\/discover\/52574\/","title":{"rendered":"\u6b65\u9032\u5f0f\u5411\u524d\u6e2c\u8a66\uff1a\u4ea4\u6613\u54e1\u9010\u6b65\u6307\u5357"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>\u91cd\u9ede\u6458\u8981\uff1a<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u300c\u524d\u884c\u6e2c\u8a66\u300d\uff08Walk-forward testing\uff09\u7528\u5f9e\u672a\u7528\u904e\u7684\u6578\u64da\u9a57\u8b49\u4ea4\u6613\u7b56\u7565\uff0c\u800c\u4e0d\u53ea\u770b\u7b56\u7565\u70ba\u914d\u5408\u6b77\u53f2\u6578\u64da\u800c\u8abf\u6821\u904e\u7684\u8868\u73fe\u3002<\/li>\n\n\n\n<li>\u65b9\u6cd5\u6703\u628a\u6578\u64da\u5206\u70ba\u300c\u6a23\u672c\u5167\u300d\uff08in-sample\uff0c\u7528\u4f5c\u512a\u5316\uff09\u53ca\u300c\u6a23\u672c\u5916\u300d\uff08out-of-sample\uff0c\u7528\u4f5c\u9a57\u8b49\uff09\uff0c\u518d\u6309\u6642\u9593\u5411\u524d\u63a8\u9032\u53cd\u8986\u6e2c\u8a66\u3002<\/li>\n\n\n\n<li>\u91cd\u9ede\u662f\u53ca\u65e9\u63ed\u793a\u300c\u904e\u5ea6\u64ec\u5408\u300d\uff08overfitting\uff0fcurve fitting\uff0c\u5373\u7b56\u7565\u53ea\u8cbc\u5408\u904e\u53bb\u566a\u97f3\uff0c\u672a\u5fc5\u53ef\u91cd\u8907\u7684\u898f\u5f8b\uff09\uff0c\u907f\u514d\u6295\u5165\u771f\u5be6\u8cc7\u91d1\u5f8c\u5931\u6548\u3002<\/li>\n\n\n\n<li>\u300c\u524d\u884c\u6548\u7387\u300d\uff08Walk-forward efficiency\uff09\u628a\u7d50\u679c\u5316\u70ba\u55ae\u4e00\u6307\u6a19\uff0c\u7528\u4f86\u8861\u91cf\u6a23\u672c\u5167\u7684\u512a\u52e2\u5728\u8fd1\u4f3c\u5be6\u76e4\u74b0\u5883\u4e0b\u80fd\u4fdd\u7559\u591a\u5c11\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u5c11\u4ea4\u6613\u8005\u90fd\u6703\u9047\u904e\uff1a\u7b56\u7565\u5728\u6b77\u53f2\u6578\u64da\u770b\u4f3c\u5b8c\u7f8e\uff0c\u4e00\u5230\u5be6\u76e4\u5c31\u5931\u9748\u3002\u539f\u56e0\u901a\u5e38\u662f\u7b56\u7565\u70ba\u8fce\u5408\u904e\u53bb\u8d70\u52e2\u800c\u8abf\u5f97\u592a\u7d30\uff0c\u8a18\u4f4f\u4e86\u300c\u96dc\u8a0a\u300d\uff08noise\uff0c\u6307\u50f9\u683c\u4e2d\u7684\u96a8\u6a5f\u6ce2\u52d5\uff09\uff0c\u800c\u4e0d\u662f\u6355\u6349\u771f\u6b63\u7684\u5e02\u5834\u898f\u5f8b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u884c\u6e2c\u8a66\u5c31\u662f\u7528\u4f86\u53ca\u65e9\u767c\u73fe\u9019\u500b\u554f\u984c\uff1a\u5148\u7528\u4e00\u6bb5\u6578\u64da\u512a\u5316\u898f\u5247\uff0c\u518d\u7528\u8f03\u5f8c\u3001\u672a\u898b\u904e\u7684\u6578\u64da\u6e2c\u8a66\uff0c\u91cd\u8907\u9032\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u672c\u6587\u9010\u6b65\u4ecb\u7d39\u5be6\u7528\u7684<strong>\u524d\u884c\u6e2c\u8a66\u7b56\u7565<\/strong>\u505a\u6cd5\uff0c\u5354\u52a9\u4f60\u5728\u6295\u5165\u8cc7\u91d1\u524d\u66f4\u6709\u628a\u63e1\u5730\u9a57\u8b49\u60f3\u6cd5\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u524d\u884c\u6e2c\u8a66\uff08Walk-Forward Testing\uff09\u89e3\u91cb<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.vtmarkets.com\/wp-content\/uploads\/2026\/07\/wft-r-1024x558.webp\" alt=\"\" class=\"wp-image-62545\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u884c\u6e2c\u8a66\u662f\u4e00\u7a2e\u300c\u9a57\u8b49\u65b9\u6cd5\u300d\uff08validation method\uff0c\u5373\u7528\u53e6\u4e00\u6bb5\u8cc7\u6599\u6aa2\u67e5\u7b56\u7565\u662f\u5426\u53ef\u9760\uff09\uff0c\u6a21\u64ec\u7b56\u7565\u96a8\u6642\u9593\u8abf\u6574\u7684\u904e\u7a0b\u3002\u5b83\u4e0d\u6703\u628a\u5168\u90e8\u6b77\u53f2\u4e00\u6b21\u904e\u512a\u5316\uff0c\u800c\u662f\u5206\u968e\u6bb5\u512a\u5316\uff1b\u6bcf\u4e00\u968e\u6bb5\u518d\u7528\u6a21\u578b\u672a\u898b\u904e\u7684\u65b0\u6578\u64da\u6e2c\u8a66\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a23\u672c\u5167\uff08In-Sample\uff09\u8207\u6a23\u672c\u5916\uff08Out-Of-Sample\uff09\u6578\u64da<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bcf\u6b21\u524d\u884c\u6e2c\u8a66\u90fd\u4f9d\u8cf4\u5169\u6bb5\u6578\u64da\uff1a<strong>\u6a23\u672c\u5167\u6578\u64da<\/strong>\u7528\u4f86\u627e\u51fa\u8f03\u4f73\u8a2d\u5b9a\uff1b<strong>\u6a23\u672c\u5916\u6578\u64da<\/strong>\u6703\u4fdd\u7559\u8d77\u4f86\uff0c\u53ea\u7528\u65bc\u6aa2\u67e5\u9019\u4e9b\u8a2d\u5b9a\u662f\u5426\u4ecd\u7136\u6709\u6548\uff0c\u53ef\u7406\u89e3\u70ba\u300c\u7df4\u7fd2\u300d\u8207\u300c\u6b63\u5f0f\u8003\u8a66\u300d\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a23\u672c\u5167\uff1a\u7528\u4f86\u7df4\u7fd2\u8207\u8abf\u6821\u7684\u8cc7\u6599\u3002<\/li>\n\n\n\n<li>\u6a23\u672c\u5916\uff1a\u672a\u898b\u904e\u3001\u7528\u4f86\u9a57\u8b49\u7684\u8cc7\u6599\u3002<\/li>\n\n\n\n<li>\u53ea\u5728\u6a23\u672c\u5167\u767c\u5149\u7684\u7b56\u7565\uff0c\u5f80\u5f80\u53ea\u662f\u80cc\u719f\u7b54\u6848\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u55ae\u770b\u6a23\u672c\u5167\u8868\u73fe\u610f\u7fa9\u4e0d\u5927\uff1b\u771f\u6b63\u53cd\u6620\u512a\u52e2\u662f\u5426\u5b58\u5728\u7684\u662f<strong>\u6a23\u672c\u5916\u8868\u73fe<\/strong>\uff08out-of-sample performance\uff0c\u5373\u5728\u672a\u898b\u904e\u6578\u64da\u4e0a\u7684\u7e3e\u6548\uff09\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u512a\u5316\u7a97\u53e3\u5982\u4f55\u5411\u524d\u6efe\u52d5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u524d\u884c\u300d\u6307\u6e2c\u8a66\u6703\u5411\u6642\u9593\u524d\u63a8\uff1a\u5148\u7528\u8f03\u65e9\u7684\u4e00\u6bb5\u6b77\u53f2\u6578\u64da\u512a\u5316\uff0c\u7136\u5f8c\u7528\u4e0b\u4e00\u6bb5\u6578\u64da\u6e2c\u8a66\uff1b\u4e4b\u5f8c\u628a\u6574\u500b\u7a97\u53e3\u5411\u524d\u79fb\uff0c\u518d\u91cd\u8907\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u500b\u6a23\u672c\u5916\u7d50\u679c\u6703\u9023\u63a5\u6210\u4e00\u689d\u5b8c\u6574\u7d00\u9304\uff0c\u8f03\u80fd\u53cd\u6620\u5e02\u5834\u74b0\u5883\u8b8a\u5316\u4e0b\u7b56\u7565\u7684\u627f\u53d7\u529b\uff0c\u800c\u4e0d\u662f\u53ea\u5728\u67d0\u4e00\u6bb5\u671f\u9593\u300c\u525b\u597d\u543b\u5408\u300d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u524d\u884c\u6e2c\u8a66\u8981\u89e3\u6c7a\u7684\u554f\u984c\uff1a\u904e\u5ea6\u64ec\u5408\uff08Overfitting\uff09\u8207\u66f2\u7dda\u64ec\u5408\uff08Curve Fitting\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u884c\u6e2c\u8a66\u7684\u6838\u5fc3\u7528\u9014\u662f\u63ed\u793a<strong>\u904e\u5ea6\u64ec\u5408<\/strong>\uff08overfitting\uff0c\u4e5f\u5e38\u88ab\u7a31\u70ba<strong>\u66f2\u7dda\u64ec\u5408<\/strong>\uff0fcurve fitting\uff1b\u610f\u601d\u662f\u7b56\u7565\u904e\u5ea6\u8cbc\u5408\u6b77\u53f2\u50f9\u683c\uff0c\u6355\u6349\u5230\u96a8\u6a5f\u6ce2\u52d5\u800c\u975e\u53ef\u91cd\u8907\u7684\u6a21\u5f0f\uff09\u3002\u5e38\u898b\u8b66\u865f\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u53c3\u6578\uff08parameters\uff0c\u5373\u7b56\u7565\u53ef\u8abf\u6821\u7684\u8a2d\u5b9a\uff09\u6578\u91cf\u904e\u591a\uff0c\u800c\u4e14\u8abf\u5f97\u592a\u7d30<\/li>\n\n\n\n<li>\u56de\u6e2c\uff08backtest\uff0c\u5373\u7528\u6b77\u53f2\u6578\u64da\u6a21\u64ec\u4ea4\u6613\uff09\u56de\u5831\u9a5a\u4eba\u3001\u5e7e\u4e4e\u6c92\u6709\u8667\u640d\u4ea4\u6613<\/li>\n\n\n\n<li>\u4e00\u6709\u65b0\u6578\u64da\uff0c\u8868\u73fe\u5373\u6025\u8dcc<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f2\u7dda\u64ec\u5408\u7684\u7b56\u7565\u5728\u6e2c\u8a66\u74b0\u5883\u50cf\u300c\u5929\u624d\u300d\uff0c\u5230\u771f\u5be6\u5e02\u5834\u537b\u53ef\u80fd\u5931\u63a7\u3002\u524d\u884c\u6e2c\u8a66\u8feb\u4f7f\u898f\u5247\u5728\u672a\u66fe\u7528\u4f5c\u512a\u5316\u7684\u6578\u64da\u4e0a\u81ea\u8b49\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u524d\u884c\u6e2c\u8a66\u904b\u4f5c\u6b65\u9a5f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u884c\u6e2c\u8a66\u53ef\u4ee5\u8996\u70ba\u5faa\u74b0\u6d41\u7a0b\uff0c\u6bcf\u6b21\u5faa\u74b0\u6709\u56db\u500b\u6b65\u9a5f\uff1b\u7406\u89e3\u4e00\u6b21\uff0c\u5c31\u80fd\u5957\u7528\u5230\u5f8c\u7e8c\u6240\u6709\u6642\u9593\u6bb5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u628a\u6578\u64da\u5206\u70ba\u512a\u5316\u6bb5\u8207\u6e2c\u8a66\u6bb5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5148\u628a<strong>\u6b77\u53f2\u6578\u64da<\/strong>\uff08historical data\uff0c\u5373\u904e\u53bb\u7684\u50f9\u683c\u8207\u6210\u4ea4\u7b49\u8cc7\u6599\uff09\u5207\u6210\u591a\u6bb5\u3002\u6bcf\u6bb5\u5305\u542b\u8f03\u9577\u7684\u512a\u5316\u5340\u9593\uff0c\u4ee5\u53ca\u8f03\u77ed\u7684\u6e2c\u8a66\u5340\u9593\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u500b\u7a97\u53e3\u7d04 70% \u81f3 80% \u4f5c\u6a23\u672c\u5167\u512a\u5316<\/li>\n\n\n\n<li>\u5176\u9918 20% \u81f3 30% \u4f5c\u6a23\u672c\u5916\u6e2c\u8a66<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5b50\uff1a\u7528 12 \u500b\u6708\u6578\u64da\u512a\u5316\uff0c\u518d\u7528\u4e4b\u5f8c 3 \u500b\u6708\u6e2c\u8a66\u3002\u6bd4\u4f8b\u53d6\u6c7a\u65bc\u7b56\u7565\u7279\u6027\u8207\u6578\u64da\u91cf\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5728\u6a23\u672c\u5167\u7a97\u53e3\u512a\u5316\u53c3\u6578<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ea\u5728\u6a23\u672c\u5167\u6578\u64da\u9032\u884c<strong>\u53c3\u6578\u512a\u5316<\/strong>\uff08parameter optimisation\uff0c\u5373\u5617\u8a66\u4e0d\u540c\u8a2d\u5b9a\u7d44\u5408\u4ee5\u627e\u51fa\u8f03\u4f73\u65b9\u6848\uff09\u3002\u8edf\u4ef6\u6703\u6e2c\u8a66\u4e0d\u540c\u8a2d\u5b9a\uff0c\u4f8b\u5982\u79fb\u52d5\u5e73\u5747\u7dda\uff08moving average\uff0c\u7528\u4e00\u6bb5\u671f\u9593\u7684\u5e73\u5747\u50f9\u683c\u5e73\u6ed1\u6ce2\u52d5\uff09\u7684\u5468\u671f\u9577\u77ed\uff0c\u6216\u6b62\u8755\u8ddd\u96e2\uff08stop distance\uff0c\u5373\u89f8\u767c\u6b62\u8755\u7684\u50f9\u683c\u8ddd\u96e2\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u6a19\u4e0d\u662f\u8ffd\u6c42\u6700\u9ad8\u56de\u5831\uff0c\u800c\u662f\u627e\u51fa\u7a69\u5b9a\u3001\u5408\u7406\u7684\u53c3\u6578\u7bc4\u570d\uff0c\u907f\u514d\u53ea\u5728\u67d0\u500b\u72f9\u7a84\u6642\u6bb5\u624d\u6709\u6548\u7684\u6975\u7aef\u8a2d\u5b9a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u7528\u672a\u898b\u904e\u7684\u6a23\u672c\u5916\u7a97\u53e3\u9a57\u8b49<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u9078\u5b9a\u8a2d\u5b9a\u5957\u7528\u5230\u6a23\u672c\u5916\u6578\u64da\uff1b\u6b64\u6b65\u9a5f\u4e0d\u518d\u91cd\u65b0\u512a\u5316\uff0c\u53ea\u6309\u898f\u5247\u5411\u524d\u8dd1\uff0c\u7576\u4f5c\u63a5\u8fd1\u5be6\u76e4\u7684\u6a21\u64ec\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e00\u6b65\u6700\u95dc\u9375\uff1a\u82e5\u7b56\u7565\u5728\u5f9e\u672a\u63a5\u89f8\u7684\u6578\u64da\u4ecd\u8868\u73fe\u826f\u597d\uff0c\u4ee3\u8868\u512a\u52e2\u8f03\u53ef\u4fe1\uff1b\u82e5\u660e\u986f\u5931\u9748\uff0c\u6a23\u672c\u5167\u6210\u7e3e\u53ef\u80fd\u53ea\u662f\u5e7b\u8c61\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u628a\u7a97\u53e3\u5411\u524d\u63a8\u9032\u4e26\u91cd\u8907<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u6574\u500b\u7a97\u53e3\u5411\u524d\u79fb\uff0c\u518d\u91cd\u8907\u6240\u6709\u6b65\u9a5f\u3002\u6bcf\u6b21\u90fd\u7528\u65b0\u7684\u6a23\u672c\u5167\u6578\u64da\u512a\u5316\uff0c\u4e26\u5728\u4e0b\u4e00\u6bb5\u672a\u898b\u904e\u7684\u6578\u64da\u9a57\u8b49\u3002\u4ee5\u4e0b\u793a\u4f8b\u4ee5 12 \u500b\u6708\u512a\u5316\u30013 \u500b\u6708\u6e2c\u8a66\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Run<\/strong><\/td><td><strong>\u6a23\u672c\u5167\uff08\u512a\u5316\uff09<\/strong><\/td><td><strong>\u6a23\u672c\u5916\uff08\u6e2c\u8a66\uff09<\/strong><\/td><\/tr><tr><td>Run 1<\/td><td>2023\u5e741\u6708\u201312\u6708<\/td><td>2024\u5e741\u6708\u20133\u6708<\/td><\/tr><tr><td>Run 2<\/td><td>2023\u5e744\u6708\u20132024\u5e743\u6708<\/td><td>2024\u5e744\u6708\u20136\u6708<\/td><\/tr><tr><td>Run 3<\/td><td>2023\u5e747\u6708\u20132024\u5e746\u6708<\/td><td>2024\u5e747\u6708\u20139\u6708<\/td><\/tr><tr><td>Run 4<\/td><td>2023\u5e7410\u6708\u20132024\u5e749\u6708<\/td><td>2024\u5e7410\u6708\u201312\u6708<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u591a\u6bb5\u6a23\u672c\u5916\u7d50\u679c\u9023\u63a5\u8d77\u4f86\uff0c\u5c31\u5f97\u5230\u4e00\u689d\u9023\u7e8c\u3001\u672a\u898b\u904e\u6578\u64da\u7684\u8868\u73fe\u7d00\u9304\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56fa\u5b9a\u8d77\u9ede\uff08Anchored\uff09\u8207\u6efe\u52d5\u7a97\u53e3\uff08Rolling\uff09\u7684\u524d\u884c\u5206\u6790<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a97\u53e3\u5411\u524d\u63a8\u9032\u4e3b\u8981\u6709\u5169\u7a2e\u505a\u6cd5\uff0c\u9078\u64c7\u53d6\u6c7a\u65bc\u7b56\u7565\u5982\u4f55\u53d7\u5e02\u5834\u74b0\u5883\u8b8a\u5316\u5f71\u97ff\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u56fa\u5b9a\u8d77\u9ede\uff08Anchored\uff09\u524d\u884c\uff1a\u8d77\u59cb\u65e5\u671f\u4e0d\u8b8a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56fa\u5b9a\u8d77\u9ede\u524d\u884c<\/strong>\uff08anchored walk-forward\uff09\u6703\u56fa\u5b9a\u8d77\u59cb\u65e5\u671f\uff0c\u53ea\u628a\u6a23\u672c\u5167\u7a97\u53e3\u7684\u7d50\u675f\u65e5\u671f\u5411\u524d\u79fb\uff0c\u4ee4\u512a\u5316\u8cc7\u6599\u9010\u6b65\u589e\u52a0\uff0c\u8f03\u9069\u5408\u9700\u8981\u300c\u9577\u8a18\u61b6\u300d\u7684\u7b56\u7565\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u4e00\u6b65\u90fd\u4f7f\u7528\u66f4\u591a\u6b77\u53f2\u6578\u64da\u3002<\/li>\n\n\n\n<li>\u5047\u8a2d\u8f03\u820a\u6578\u64da\u4ecd\u6709\u53c3\u8003\u50f9\u503c\u3002<\/li>\n\n\n\n<li>\u9069\u5408\u504f\u6162\u3001\u504f\u7d50\u69cb\u6027\u7684\u7b56\u7565\uff08structural strategies\uff0c\u5373\u4f9d\u8cf4\u8f03\u9577\u671f\u5e02\u5834\u7279\u5fb5\u7684\u7b56\u7565\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u7f3a\u9ede\u662f\u904e\u820a\u6578\u64da\u53ef\u80fd\u7a00\u91cb\u8fd1\u671f\u66f4\u76f8\u95dc\u74b0\u5883\u7684\u5f71\u97ff\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u6efe\u52d5\u7a97\u53e3\uff08Rolling\uff09\u524d\u884c\uff1a\u7a97\u53e3\u9577\u5ea6\u56fa\u5b9a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6efe\u52d5\u524d\u884c<\/strong>\uff08rolling walk-forward\uff09\u4f7f\u7528\u56fa\u5b9a\u9577\u5ea6\u7a97\u53e3\u5411\u524d\u6ed1\u52d5\uff1b\u65b0\u6578\u64da\u52a0\u5165\uff0c\u540c\u6642\u5254\u9664\u6700\u820a\u6578\u64da\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u512a\u5316\u66f4\u96c6\u4e2d\u5728\u8fd1\u671f\u74b0\u5883\u3002<\/li>\n\n\n\n<li>\u66f4\u5feb\u9069\u61c9\u6ce2\u5e45\uff08volatility\uff0c\u5373\u50f9\u683c\u4e0a\u843d\u5e45\u5ea6\uff09\u8207\u8da8\u52e2\u8b8a\u5316\u3002<\/li>\n\n\n\n<li>\u9069\u5408\u8f03\u77ed\u7dda\u3001\u53cd\u61c9\u8f03\u5feb\u7684\u7cfb\u7d71\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u65bc\u4e0d\u4fdd\u7559\u5f88\u4e45\u4ee5\u524d\u7684\u8cc7\u6599\uff0c\u9047\u5230\u300c\u5e02\u6cc1\u8f49\u63db\u300d\uff08regime change\uff0c\u5373\u5e02\u5834\u7279\u6027\u8f49\u8b8a\uff09\u53cd\u61c9\u66f4\u5feb\uff0c\u4f46\u6bcf\u6b21\u7d50\u679c\u4e4b\u9593\u7684\u6ce2\u52d5\u53ef\u80fd\u66f4\u5927\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5982\u4f55\u9078\u64c7\u56fa\u5b9a\u8d77\u9ede\u6216\u6efe\u52d5\u7a97\u53e3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5169\u8005\u6c92\u6709\u7d55\u5c0d\u512a\u52a3\uff0c\u53d6\u6c7a\u65bc\u7b56\u7565\u9031\u671f\u53ca\u4f60\u5c0d\u820a\u6578\u64da\u7684\u4fe1\u4efb\u7a0b\u5ea6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u7279\u9ede<\/strong><\/td><td><strong>\u56fa\u5b9a\u8d77\u9ede\u524d\u884c<\/strong><\/td><td><strong>\u6efe\u52d5\u524d\u884c<\/strong><\/td><\/tr><tr><td>\u8d77\u59cb\u65e5\u671f<\/td><td>\u56fa\u5b9a<\/td><td>\u5411\u524d\u79fb<\/td><\/tr><tr><td>\u4f7f\u7528\u6578\u64da<\/td><td>\u6bcf\u6b21\u589e\u52a0<\/td><td>\u9577\u5ea6\u56fa\u5b9a<\/td><\/tr><tr><td>\u8f03\u9069\u5408<\/td><td>\u9577\u7dda\u3001\u7d50\u69cb\u6027\u7cfb\u7d71<\/td><td>\u77ed\u7dda\u3001\u9069\u61c9\u578b\u7cfb\u7d71<\/td><\/tr><tr><td>\u4e3b\u8981\u98a8\u96aa<\/td><td>\u820a\u6578\u64da\u7a00\u91cb\u8a0a\u865f<\/td><td>\u907a\u5fd8\u6709\u7528\u6b77\u53f2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u524d\u884c\u6548\u7387\uff08Walk-Forward Efficiency\uff09\u8207\u89e3\u8b80\u7d50\u679c<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.vtmarkets.com\/wp-content\/uploads\/2026\/07\/wft2-r-1024x558.webp\" alt=\"\" class=\"wp-image-62546\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b8c\u6210\u591a\u6b21\u6e2c\u8a66\u5f8c\uff0c\u9700\u8981\u65b9\u6cd5\u8a55\u4f30\u3002\u6700\u5e38\u7528\u7684\u55ae\u4e00\u6307\u6a19\u662f<strong>\u524d\u884c\u6548\u7387<\/strong>\uff08walk-forward efficiency\uff09\uff0c\u628a\u591a\u6bb5\u7d50\u679c\u5316\u70ba\u53ef\u6bd4\u8f03\u7684\u6578\u5b57\uff0c\u4fbf\u65bc\u4e0d\u540c\u7b56\u7565\u4e4b\u9593\u5c0d\u7167\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a08\u7b97\u524d\u884c\u6548\u7387<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u884c\u6548\u7387\u6bd4\u8f03\u6a23\u672c\u5916\u8207\u6a23\u672c\u5167\u8868\u73fe\uff0c\u516c\u5f0f\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u524d\u884c\u6548\u7387 =\uff08\u6a23\u672c\u5916\u56de\u5831 \u00f7 \u6a23\u672c\u5167\u56de\u5831\uff09\u00d7 100<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff08\u4ee5\u5e74\u5316\u56de\u5831\u8a08\uff0cannualised return \u5373\u628a\u56de\u5831\u63db\u7b97\u6210\u6bcf\u5e74\u6c34\u5e73\uff09\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a23\u672c\u5167\u56de\u5831\uff1a40%<\/li>\n\n\n\n<li>\u6a23\u672c\u5916\u56de\u5831\uff1a24%<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u884c\u6548\u7387 =\uff0824 \u00f7 40\uff09\u00d7 100 = 60%<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">60%\u4ee3\u8868\u6a23\u672c\u5916\u5927\u7d04\u4fdd\u7559\u4e86\u6a23\u672c\u5167\u6210\u7e3e\u7684\u516d\u6210\uff1b\u8d8a\u63a5\u8fd1 100%\uff0c\u4ee3\u8868\u512a\u52e2\u8d8a\u80fd\u5728\u8fd1\u4f3c\u5be6\u76e4\u74b0\u5883\u4fdd\u7559\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u914d\u5408\u8cc7\u91d1\u66f2\u7dda\uff08Equity Curve\uff09\u8207\u56de\u64a4\uff08Drawdown\uff09\u6aa2\u67e5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u55ae\u4e00\u6578\u5b57\u4e0d\u8db3\u4ee5\u6982\u62ec\u7b56\u7565\u8cea\u7d20\uff0c\u61c9\u540c\u6642\u770b\u5176\u4ed6\u6307\u6a19\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9023\u63a5\u5f8c\u7684<strong>\u8cc7\u91d1\u66f2\u7dda<\/strong>\uff08equity curve\uff0c\u5373\u5e33\u6236\u8cc7\u91d1\u96a8\u6642\u9593\u7684\u8b8a\u5316\uff09\uff0c\u7406\u60f3\u662f\u7a69\u6b65\u4e0a\u5347\uff0c\u800c\u975e\u4e00\u6b21\u7206\u5347\u3002<\/li>\n\n\n\n<li>\u6700\u5927<strong>\u56de\u64a4<\/strong>\uff08maximum drawdown\uff0c\u5373\u7531\u9ad8\u4f4d\u5230\u4f4e\u4f4d\u7684\u6700\u5927\u8dcc\u5e45\uff0c\u7528\u4f86\u91cf\u5ea6\u6700\u5dee\u8667\u640d\u671f\uff09\u3002<\/li>\n\n\n\n<li>\u6bcf\u6b21\u6e2c\u8a66\u7d50\u679c\u662f\u5426\u4e00\u81f4\uff0c\u800c\u975e\u53ea\u770b\u5e73\u5747\u503c\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5373\u4f7f\u524d\u884c\u6548\u7387\u4e0d\u932f\uff0c\u4f46\u56de\u64a4\u904e\u5927\u4ecd\u53ef\u80fd\u96e3\u4ee5\u627f\u53d7\uff1b\u7a69\u5b9a\u6027\u5f80\u5f80\u6bd4\u55ae\u4e00\u4eae\u773c\u6578\u5b57\u66f4\u91cd\u8981\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u8a2d\u7f6e\u524d\u884c\u6e2c\u8a66<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a2d\u7f6e\u524d\u884c\u6e2c\u8a66\u7684\u95dc\u9375\u662f\u4e8b\u524d\u9078\u64c7\uff1a\u7a97\u53e3\u9577\u5ea6\u3001\u6e2c\u8a66\u6b21\u6578\u3001\u4f7f\u7528\u5e73\u53f0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u8a2d\u5b9a\u6a23\u672c\u5167\u8207\u6a23\u672c\u5916\u671f\u9593\u9577\u5ea6<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a97\u53e3\u9577\u5ea6\u8981\u914d\u5408\u4ea4\u6613\u983b\u7387\u3002\u6bcf\u65e5\u4ea4\u6613\u7684\u7cfb\u7d71\uff0c\u6bcf\u500b\u7a97\u53e3\u53ef\u7528\u8f03\u77ed\u6578\u64da\uff1b\u6bcf\u6708\u53ea\u4ea4\u6613\u5e7e\u6b21\u7684\u7cfb\u7d71\u9700\u8981\u66f4\u9577\u7a97\u53e3\u3002\u5e38\u898b\u505a\u6cd5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a23\u672c\u5167\uff1a\u6a23\u672c\u5916\u7d04 3:1 \u6216 4:1\u3002<\/li>\n\n\n\n<li>\u6a23\u672c\u5916\u8981\u6709\u8db3\u5920\u4ea4\u6613\u6b21\u6578\uff0c\u624d\u6709\u4ee3\u8868\u6027\u3002<\/li>\n\n\n\n<li>\u7a97\u53e3\u8981\u6db5\u84cb\u4e0d\u540c\u5e02\u6cc1\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u6c7a\u5b9a\u524d\u884c\u6e2c\u8a66\u6b21\u6578<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u6578\u8d8a\u591a\uff0c\u6a23\u672c\u5916\u8b49\u64da\u8d8a\u591a\uff0c\u4e00\u822c\u8f03\u597d\u3002\u53ef\u53c3\u8003\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6578\u64da\u8a31\u53ef\u4e0b\uff0c\u81f3\u5c11\u505a 8 \u81f3 10 \u6b21\u3002<\/li>\n\n\n\n<li>\u6bcf\u6bb5\u6a23\u672c\u5916\u8981\u6709\u5177\u610f\u7fa9\u7684\u4ea4\u6613\u6578\u76ee\u3002<\/li>\n\n\n\n<li>\u6574\u9ad4\u6db5\u84cb\u8da8\u52e2\u5e02\u8207\u6a6b\u884c\u5e02\uff08ranging market\uff0c\u5373\u50f9\u683c\u5728\u5340\u9593\u5167\u4e0a\u843d\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u5728 MT5\u3001Python \u8207 Amibroker \u9032\u884c\u524d\u884c\u512a\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u500b\u5de5\u5177\u53ef\u76f4\u63a5\u652f\u63f4\u524d\u884c\u512a\u5316\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MetaTrader 5\uff08MT5\uff09<\/strong>\u5167\u7f6e\u7b56\u7565\u6e2c\u8a66\u5668\uff08Strategy Tester\uff09\uff0c\u652f\u63f4\u524d\u884c\u6a21\u5f0f\uff0c\u7528\u65bc<strong>EA\uff08Expert Advisor\uff0c\u81ea\u52d5\u4ea4\u6613\u7a0b\u5f0f\uff09<\/strong>\u3002<\/li>\n\n\n\n<li><strong>MetaTrader 4\uff08MT4\uff09<\/strong>\u53ef\u5206\u6bb5\u512a\u5316\uff0c\u4f46\u9700\u8981\u8f03\u591a\u624b\u52d5\u7ba1\u7406\u7a97\u53e3\u3002<\/li>\n\n\n\n<li><strong>Python<\/strong>\u53ef\u7528\u7a0b\u5f0f\u81ea\u8a02\u524d\u884c\u6e2c\u8a66\u5faa\u74b0\u3002<\/li>\n\n\n\n<li><strong>Amibroker<\/strong>\u63d0\u4f9b\u524d\u884c\u529f\u80fd\uff0c\u53ef\u81ea\u52d5\u6efe\u52d5\u7a97\u53e3\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u4f7f\u7528<a href=\"https:\/\/www.vtmarkets.com\/\" target=\"_blank\" rel=\"noopener\" title=\"\">VT Markets<\/a>\u7b49\u7d93\u7d00\u5546\uff0c\u53ef\u5728 MT4 \u53ca MT5 \u5148\u6e2c\u8a66<a href=\"https:\/\/www.vtmarkets.com\/discover\/algorithmic-trading-explained-strategies-systems\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u6f14\u7b97\u6cd5\u4ea4\u6613\u7cfb\u7d71<\/a>\uff08algorithmic trading systems\uff0c\u5373\u6309\u7a0b\u5f0f\u898f\u5247\u81ea\u52d5\u4e0b\u55ae\u7684\u7cfb\u7d71\uff09\uff0c\u518d\u6295\u5165\u5be6\u76e4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u524d\u884c\u6e2c\u8a66\u8207\u76f8\u95dc\u65b9\u6cd5\u6bd4\u8f03<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u628a\u524d\u884c\u6e2c\u8a66\u8207\u5176\u4ed6\u9a57\u8b49\u65b9\u6cd5\u5c0d\u7167\uff0c\u6709\u52a9\u66f4\u6e05\u695a\u6bcf\u7a2e\u65b9\u6cd5\u5728\u6aa2\u67e5\u4ec0\u9ebc\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u524d\u884c\u6e2c\u8a66 vs \u4e00\u822c\u56de\u6e2c\uff08Backtesting\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56de\u6e2c<\/strong>\uff08backtest\uff09\u5f80\u5f80\u5728\u540c\u4e00\u6bb5\u6b77\u53f2\u6578\u64da\u540c\u6642\u300c\u512a\u5316\u300d\u8207\u300c\u6e2c\u8a66\u300d\uff0c\u904e\u5ea6\u64ec\u5408\u66f4\u5bb9\u6613\u88ab\u63a9\u84cb\u3002\u524d\u884c\u6e2c\u8a66\u628a\u5169\u8005\u5206\u958b\uff0c\u4e26\u7528\u672a\u898b\u904e\u6578\u64da\u9a57\u8b49\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56de\u6e2c\uff1a\u9019\u4e9b\u8a2d\u5b9a\u5728\u9019\u6bb5\u6b77\u53f2\u6703\u5982\u4f55\uff1f<\/li>\n\n\n\n<li>\u524d\u884c\u6e2c\u8a66\uff1a\u9019\u4e9b\u8a2d\u5b9a\u5728\u672a\u7528\u4f86\u8abf\u6821\u7684\u6578\u64da\u6703\u5982\u4f55\uff1f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f8c\u8005\u66f4\u63a5\u8fd1\u5be6\u76e4\uff0c\u56e0\u6b64\u53ef\u4fe1\u5ea6\u901a\u5e38\u8f03\u9ad8\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u524d\u884c\u6e2c\u8a66 vs \u4ea4\u53c9\u9a57\u8b49\uff08Cross-Validation\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/www.coursera.org\/articles\/what-is-cross-validation-in-machine-learning\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">\u4ea4\u53c9\u9a57\u8b49<\/a><\/strong>\u5e38\u898b\u65bc\u6a5f\u5668\u5b78\u7fd2\uff08machine learning\uff0c\u5373\u8b93\u96fb\u8166\u7531\u6578\u64da\u4e2d\u5b78\u7fd2\u898f\u5f8b\uff09\u3002\u5b83\u628a\u6578\u64da\u5206\u6210\u591a\u4efd\u8f2a\u6d41\u6e2c\u8a66\uff0c\u4e3b\u8981\u5dee\u7570\u5728\u300c\u6642\u9593\u9806\u5e8f\u300d\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ea4\u53c9\u9a57\u8b49\u53ef\u80fd\u6703\u6253\u4e82\u6578\u64da\uff0c\u5ffd\u7565\u6642\u9593\u5148\u5f8c\u3002<\/li>\n\n\n\n<li>\u524d\u884c\u6e2c\u8a66\u4fdd\u7559\u6642\u9593\u9806\u5e8f\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u91d1\u878d\u5e02\u5834\u975e\u5e38\u91cd\u8996\u6642\u9593\u5148\u5f8c\uff1b\u7528\u300c\u672a\u4f86\u300d\u8cc7\u6599\u53bb\u6e2c\u300c\u904e\u53bb\u300d\u4e0d\u5408\u7406\uff0c\u56e0\u6b64\u524d\u884c\u6e2c\u8a66\u901a\u5e38\u66f4\u8cbc\u8fd1\u73fe\u5be6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u524d\u884c\u6e2c\u8a66 vs \u55ae\u6b21\u6a23\u672c\u5916\u6e2c\u8a66<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u55ae\u6b21\u6a23\u672c\u5916\u6e2c\u8a66\u53ea\u4fdd\u7559\u4e00\u6bb5\u8fd1\u671f\u6578\u64da\u4f5c\u9a57\u8b49\uff0c\u96d6\u6bd4\u6c92\u6709\u597d\uff0c\u4f46\u53ea\u8986\u84cb\u4e00\u500b\u6642\u6bb5\u3002\u524d\u884c\u6e2c\u8a66\u7684\u6539\u9032\u5728\u65bc\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6e2c\u591a\u6bb5\u6a23\u672c\u5916\u6578\u64da\u3002<\/li>\n\n\n\n<li>\u6db5\u84cb\u591a\u7a2e\u5e02\u5834\u74b0\u5883\u3002<\/li>\n\n\n\n<li>\u964d\u4f4e\u55ae\u4e00\u300c\u5e78\u904b\u6642\u6bb5\u300d\u4ee4\u7d50\u679c\u8b8a\u597d\u770b\u7684\u6a5f\u6703\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a23\u672c\u5916\u8b49\u64da\u8d8a\u591a\uff0c\u8d8a\u80fd\u6e1b\u5c11\u4e4b\u5f8c\u7684\u610f\u5916\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u53ef\u9760\u6027\u3001\u9650\u5236\u8207\u5e38\u898b\u932f\u8aa4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u884c\u6e2c\u8a66\u5f88\u6709\u7528\uff0c\u4f46\u4e0d\u80fd\u9810\u77e5\u672a\u4f86\u3002\u4e86\u89e3\u9650\u5236\uff0c\u6709\u52a9\u7531\u6e2c\u8a66\u904e\u6e21\u5230\u771f\u5be6\u8cc7\u91d1\u6642\u4fdd\u6301\u52d9\u5be6\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u524d\u884c\u6e2c\u8a66\u53ef\u4ee5\u8207\u4e0d\u53ef\u4ee5\u78ba\u8a8d\u4ec0\u9ebc<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u884c\u6e2c\u8a66\u53ef\u4ee5\u78ba\u8a8d\u7b56\u7565\u908f\u8f2f\u5728\u672a\u898b\u904e\u7684\u6b77\u53f2\u6578\u64da\u662f\u5426\u4ecd\u6709\u6548\uff0c\u4f46\u4e0d\u80fd\u4fdd\u8b49\u672a\u4f86\u4e00\u5b9a\u76c8\u5229\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5373\u4f7f\u672a\u898b\u904e\uff0c\u4ecd\u7136\u662f\u904e\u53bb\u6578\u64da\u3002<\/li>\n\n\n\n<li>\u5e02\u5834\u53ef\u80fd\u9032\u5165\u6b77\u53f2\u672a\u51fa\u73fe\u7684\u65b0\u74b0\u5883\u3002<\/li>\n\n\n\n<li>\u6ed1\u9ede\uff08slippage\uff0c\u5373\u5be6\u969b\u6210\u4ea4\u50f9\u8207\u9810\u671f\u50f9\u7684\u5dee\u8ddd\uff09\u8207\u9ede\u5dee\uff08spread\uff0c\u5373\u8cb7\u5165\u50f9\u8207\u8ce3\u51fa\u50f9\u7684\u5dee\u8ddd\uff09\u7b49\u6210\u672c\u6703\u8836\u98df\u56de\u5831\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u884c\u7d50\u679c\u5f37\uff0c\u53ea\u4ee3\u8868\u8b49\u64da\u8f03\u597d\uff0c\u4e0d\u662f\u627f\u8afe\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8a2d\u5b9a\u7a97\u53e3\u8207\u89e3\u8b80\u7d50\u679c\u7684\u5e38\u898b\u932f\u8aa4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u898b\u554f\u984c\u591a\u4f86\u81ea\u8a2d\u5b9a\u4e0d\u7576\u6216\u904e\u5ea6\u89e3\u8b80\u3002\u4ee5\u4e0b\u505a\u6cd5\u6703\u4ee4\u6e2c\u8a66\u5931\u771f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7a97\u53e3\u592a\u77ed\uff0c\u4ea4\u6613\u6b21\u6578\u4e0d\u8db3\u3002<\/li>\n\n\n\n<li>\u770b\u5230\u6a23\u672c\u5916\u7d50\u679c\u5f8c\u518d\u91cd\u65b0\u512a\u5316\uff0c\u4ee4\u9a57\u8b49\u5931\u53bb\u610f\u7fa9\u3002<\/li>\n\n\n\n<li>\u6e2c\u8a66\u6642\u5ffd\u7565<a href=\"https:\/\/www.vtmarkets.com\/en-latam\/discover\/the-true-cost-of-a-trade-spread-swap-and-commission\/\" target=\"_blank\" rel=\"noopener\" title=\"\">\u4ea4\u6613\u6210\u672c<\/a>\uff08\u5305\u62ec\u9ede\u5dee\u3001\u4f63\u91d1\u3001\u9694\u591c\u5229\u606f\u7b49\uff09\u3002<\/li>\n\n\n\n<li>\u53ea\u770b\u5e73\u5747\u56de\u5831\uff0c\u4e0d\u770b\u56de\u64a4\u8207\u4e00\u81f4\u6027\u3002<\/li>\n\n\n\n<li>\u53ea\u6311\u6700\u597d\u770b\u7684\u90a3\u4e00\u6bb5\u7d50\u679c\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u56b4\u8b39\u7684\u524d\u884c\u6e2c\u8a66\uff0c\u662f\u5982\u5be6\u63a5\u7d0d\u7d50\u679c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u898b\u554f\u984c\uff08FAQs\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q1\uff1a\u4ec0\u9ebc\u662f\u524d\u884c\u6e2c\u8a66\uff08Walk-Forward Testing\uff09\uff1f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u524d\u884c\u6e2c\u8a66\u662f\u4e00\u7a2e\u9a57\u8b49\u65b9\u6cd5\uff1a\u5148\u7528\u4e00\u6bb5\u6b77\u53f2\u6578\u64da\u512a\u5316\u4ea4\u6613\u7b56\u7565\uff0c\u518d\u7528\u4e4b\u5f8c\u3001\u672a\u898b\u904e\u7684\u6578\u64da\u6e2c\u8a66\u3002\u7a97\u53e3\u6309\u6642\u9593\u5411\u524d\u79fb\u4e26\u91cd\u8907\uff0c\u53ef\u66f4\u8cbc\u8fd1\u5be6\u76e4\u74b0\u5883\u4e0b\u7684\u8868\u73fe\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q2\uff1a\u56fa\u5b9a\u8d77\u9ede\uff08Anchored\uff09\u8207\u6efe\u52d5\u7a97\u53e3\uff08Rolling\uff09\u524d\u884c\u5206\u6790\u6709\u4f55\u5206\u5225\uff1f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56fa\u5b9a\u8d77\u9ede\u524d\u884c\u6703\u56fa\u5b9a\u8d77\u59cb\u65e5\u671f\uff0c\u6a23\u672c\u5167\u7a97\u53e3\u9010\u6b65\u589e\u5927\uff1b\u6efe\u52d5\u524d\u884c\u5247\u4f7f\u7528\u56fa\u5b9a\u9577\u5ea6\u7a97\u53e3\u5411\u524d\u79fb\uff0c\u52a0\u5165\u65b0\u6578\u64da\u4e26\u5254\u9664\u820a\u6578\u64da\u3002\u56fa\u5b9a\u8d77\u9ede\u8f03\u9069\u5408\u9577\u7dda\u7cfb\u7d71\uff1b\u6efe\u52d5\u7a97\u53e3\u8f03\u5feb\u53cd\u6620\u8fd1\u671f\u74b0\u5883\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q3\uff1a\u5982\u4f55\u9078\u64c7\u6a23\u672c\u5167\u8207\u6a23\u672c\u5916\u671f\u9593\uff1f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6309\u7b56\u7565\u4ea4\u6613\u983b\u7387\u8a2d\u5b9a\u3002\u5e38\u898b\u8d77\u9ede\u662f\u6a23\u672c\u5167\uff1a\u6a23\u672c\u5916\u7d04 3:1 \u6216 4:1\uff1b\u6bcf\u6bb5\u6a23\u672c\u5916\u9700\u6709\u8db3\u5920\u4ea4\u6613\u6b21\u6578\u624d\u6709\u53c3\u8003\u50f9\u503c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q4\uff1a\u524d\u884c\u6e2c\u8a66\u8207\u56de\u6e2c\u6709\u4f55\u5206\u5225\uff1f<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u822c\u56de\u6e2c\u5e38\u5728\u540c\u4e00\u6bb5\u6578\u64da\u540c\u6642\u512a\u5316\u8207\u6e2c\u8a66\uff0c\u5bb9\u6613\u5ffd\u7565\u904e\u5ea6\u64ec\u5408\uff1b\u524d\u884c\u6e2c\u8a66\u6703\u7528\u672a\u7528\u4f5c\u8abf\u6821\u7684\u6578\u64da\u9a57\u8b49\uff0c\u7d50\u679c\u901a\u5e38\u66f4\u63a5\u8fd1\u5be6\u76e4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f7f\u7528 VT Markets \u7df4\u7fd2\u524d\u884c\u6e2c\u8a66<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u5957\u7b56\u7565\u8981\u503c\u5f97\u7528\u771f\u5be6\u8cc7\u91d1\u4ea4\u6613\uff0c\u5fc5\u9808\u5728\u672a\u898b\u904e\u7684\u6578\u64da\u4e0b\u4ecd\u80fd\u7ad9\u5f97\u4f4f\u8173\uff1b\u9019\u6b63\u662f\u524d\u884c\u6e2c\u8a66\u7684\u7528\u9014\uff0c\u8b93\u4f60\u7528\u8b49\u64da\u53d6\u4ee3\u731c\u6e2c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u80fd\u9577\u671f\u751f\u5b58\u7684\u4ea4\u6613\u8005\u6703\u7528\u672a\u898b\u904e\u6578\u64da\u9a57\u8b49\uff0c\u7406\u89e3\u65b9\u6cd5\u9650\u5236\uff0c\u4e0d\u628a\u6f02\u4eae\u56de\u6e2c\u7576\u6210\u4fdd\u8b49\u3002\u5efa\u7acb\u9019\u500b\u7fd2\u6163\uff0c\u4e4b\u5f8c\u6bcf\u500b\u7b56\u7565\u90fd\u6703\u53d7\u76ca\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u900f\u904e<a href=\"https:\/\/www.vtmarkets.com\/\" target=\"_blank\" rel=\"noopener\" title=\"\">VT Markets<\/a>\uff0c\u4f60\u53ef\u5728<a href=\"https:\/\/www.vtmarkets.com\/metatrader-4\/\" target=\"_blank\" rel=\"noopener\" title=\"\">MetaTrader 4\uff08MT4\uff09<\/a>\u53ca<a href=\"https:\/\/www.vtmarkets.com\/metatrader-5\/\" target=\"_blank\" rel=\"noopener\" title=\"\">MetaTrader 5\uff08MT5\uff09<\/a>\u904b\u884c\u4f60\u7684<strong>\u524d\u884c\u6e2c\u8a66\u7b56\u7565<\/strong>\uff0c\u4ee5\u63a5\u8fd1\u771f\u5be6\u5e02\u5834\u7684\u689d\u4ef6\u3001\u8f03\u5feb\u6210\u4ea4\u901f\u5ea6\uff0c\u4ee5\u53ca<a href=\"https:\/\/www.vtmarkets.com\/tools\/\" target=\"_blank\" rel=\"noopener\" 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