{"id":14362,"date":"2024-11-25T05:45:51","date_gmt":"2024-11-25T05:45:51","guid":{"rendered":"https:\/\/athena.li\/?p=14362"},"modified":"2024-12-30T11:49:24","modified_gmt":"2024-12-30T11:49:24","slug":"the-power-of-custom-algorithms-precision-and-personalization-in-automated-trading","status":"publish","type":"post","link":"https:\/\/athena.li\/zh\/\u81ea\u52a8\u4ea4\u6613\u4e2d\u5b9a\u5236\u7b97\u6cd5\u7684\u7cbe\u786e\u6027\u548c\u4e2a\u6027\u5316\u529b\u91cf\/","title":{"rendered":"\u5b9a\u5236\u7b97\u6cd5\u7684\u529b\u91cf\uff1a\u81ea\u52a8\u4ea4\u6613\u7684\u7cbe\u786e\u6027\u548c\u4e2a\u6027\u5316"},"content":{"rendered":"<p><br>\u81ea\u52a8\u5316\u4ea4\u6613\u5f7b\u5e95\u6539\u53d8\u4e86\u91d1\u878d\u5e02\u573a\uff0c\u4f7f\u4ea4\u6613\u8005\u80fd\u591f\u5728\u6ca1\u6709\u4eba\u5de5\u5e72\u9884\u7684\u60c5\u51b5\u4e0b\u4ee5\u95ea\u7535\u822c\u7684\u901f\u5ea6\u6267\u884c\u7b56\u7565\u3002\u867d\u7136\u73b0\u6210\u7684\u89e3\u51b3\u65b9\u6848\u5728\u5e02\u573a\u4e0a\u5360\u636e\u4e3b\u5bfc\u5730\u4f4d\uff0c\u4f46\u5bf9\u4e8e\u8ffd\u6c42\u7cbe\u786e\u6027\u3001\u7075\u6d3b\u6027\u548c\u4e2a\u6027\u5316\u7684\u4ea4\u6613\u8005\u6765\u8bf4\uff0c\u5b9a\u5236\u7b97\u6cd5\u6b63\u5728\u6539\u53d8\u5e02\u573a\u683c\u5c40\u3002\u672c\u6587\u5c06\u63a2\u8ba8\u5b9a\u5236\u7b97\u6cd5\u5982\u4f55\u5e2e\u52a9\u4ea4\u6613\u8005\u4f18\u5316\u7ee9\u6548\u3001\u5b9a\u5236\u7b56\u7565\uff0c\u5e76\u5728\u7ade\u4e89\u6fc0\u70c8\u7684\u5e02\u573a\u4e2d\u4fdd\u6301\u9886\u5148\u5730\u4f4d\u3002<\/p>\n\n\n\n<h3 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class=\"wp-block-list\">\n<li>\u7a0b\u5e8f\u53ef\u6267\u884c\u7cbe\u786e\u7684\u8fdb\u5165\u548c\u9000\u51fa\u70b9\u3002<\/li>\n\n\n\n<li>\u7eb3\u5165\u4e2a\u6027\u5316\u98ce\u9669\u7ba1\u7406\u89c4\u5219\u3002<\/li>\n\n\n\n<li>\u9002\u5e94\u7279\u5b9a\u7684\u5e02\u573a\u6761\u4ef6\u548c\u4ea4\u6613\u98ce\u683c\u3002<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u81ea\u52a8\u4ea4\u6613\u4e2d\u5b9a\u5236\u7b97\u6cd5\u7684\u4f18\u52bf<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>\u7cbe\u786e\u6267\u884c<\/strong><\/h4>\n\n\n\n<p>\u5b9a\u5236\u7b97\u6cd5\u65e8\u5728\u7cbe\u786e\u6267\u884c\u4ea4\u6613\u3002<\/p>\n\n\n\n<p><strong>\u76ca\u5904<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6d88\u9664\u60c5\u7eea\u5316\u51b3\u7b56\u3002<\/li>\n\n\n\n<li>\u5b9e\u65f6\u5e94\u5bf9\u5e02\u573a\u72b6\u51b5\u3002<\/li>\n\n\n\n<li>\u6839\u636e\u9884\u5b9a\u4e49\u53c2\u6570\u4f18\u5316\u8fdb\u5165\u548c\u9000\u51fa\u70b9\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u793a\u4f8b<\/strong>:\u53ea\u6709\u5f53\u8d27\u5e01\u5bf9\u7684\u4ef7\u683c\u8fbe\u5230\u7279\u5b9a\u7684\u6590\u6ce2\u7eb3\u5951\u56de\u64a4\u6c34\u5e73\u65f6\uff0c\u81ea\u5b9a\u4e49\u7b97\u6cd5\u624d\u80fd\u4e0b\u8fbe\u4e70\u5165\u8ba2\u5355\uff0c\u4ece\u800c\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u731c\u6d4b\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>\u4e2a\u6027\u5316\u7b56\u7565<\/strong><\/h4>\n\n\n\n<p>\u5b9a\u5236\u7b97\u6cd5\u5141\u8bb8\u4ea4\u6613\u8005\u5b9e\u65bd\u7b26\u5408\u5176\u72ec\u7279\u76ee\u6807\u548c\u5e02\u573a\u89c2\u70b9\u7684\u7b56\u7565\u3002<\/p>\n\n\n\n<p><strong>\u4f7f\u7528\u6848\u4f8b<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9002\u5408\u5265\u5934\u76ae\u3001\u6ce2\u6bb5\u4ea4\u6613\u6216\u957f\u671f\u6295\u8d44\u3002<\/li>\n\n\n\n<li>\u7eb3\u5165\u4e13\u6709\u6307\u6807\u6216\u6a21\u5f0f\u3002<\/li>\n\n\n\n<li>\u6839\u636e\u4e2a\u4eba\u98ce\u9669\u627f\u53d7\u80fd\u529b\u548c\u8d44\u672c\u5206\u914d\u8fdb\u884c\u8c03\u6574\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>\u9002\u5e94\u5e02\u573a\u6761\u4ef6<\/strong><\/h4>\n\n\n\n<p>\u5e02\u573a\u662f\u52a8\u6001\u7684\uff0c\u901a\u7528\u7b97\u6cd5\u53ef\u80fd\u65e0\u6cd5\u9002\u5e94\u7a81\u7136\u7684\u53d8\u5316\u3002\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\u975e\u5e38\u7075\u6d3b\uff0c\u53ef\u4ee5\u6839\u636e\u4ee5\u4e0b\u60c5\u51b5\u8fdb\u884c\u8c03\u6574\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6ce2\u52a8\u6c34\u5e73\u3002<\/li>\n\n\n\n<li>\u7279\u5b9a\u5e02\u573a\u7684\u7ec6\u5fae\u5dee\u522b\uff08\u5982\u5916\u6c47\u4e0e\u52a0\u5bc6\u8d27\u5e01\uff09\u3002<\/li>\n\n\n\n<li>\u4e0d\u65ad\u53d8\u5316\u7684\u7ecf\u6d4e\u6216\u5730\u7f18\u653f\u6cbb\u56e0\u7d20\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">4. <strong>\u5f3a\u5316\u98ce\u9669\u7ba1\u7406<\/strong><\/h4>\n\n\n\n<p>\u5b9a\u5236\u7b97\u6cd5\u53ef\u5305\u62ec\u590d\u6742\u7684\u98ce\u9669\u7ba1\u7406\u529f\u80fd\uff0c\u4f8b\u5982<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6839\u636e\u5e02\u573a\u8d8b\u52bf\u52a8\u6001\u8c03\u6574\u6b62\u635f\u3002<\/li>\n\n\n\n<li>\u9002\u5e94\u8d26\u6237\u4f59\u989d\u6ce2\u52a8\u7684\u5934\u5bf8\u5927\u5c0f\u7b97\u6cd5\u3002<\/li>\n\n\n\n<li>\u6295\u8d44\u7ec4\u5408\u591a\u6837\u5316\u89c4\u5219\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">5. <strong>\u7ade\u4e89\u4f18\u52bf<\/strong><\/h4>\n\n\n\n<p>\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\u5229\u7528\u73b0\u6210\u4ea7\u54c1\u65e0\u6cd5\u63d0\u4f9b\u7684\u72ec\u7279\u89c1\u89e3\u548c\u7b56\u7565\uff0c\u4e3a\u4ea4\u6613\u8005\u5e26\u6765\u4f18\u52bf\u3002<\/p>\n\n\n\n<p><strong>\u7ed3\u679c<\/strong>:\u5728\u7ade\u4e89\u6fc0\u70c8\u7684\u8d38\u6613\u73af\u5883\u4e2d\u63d0\u9ad8\u76c8\u5229\u80fd\u529b\u548c\u5e94\u53d8\u80fd\u529b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u81ea\u5b9a\u4e49\u7b97\u6cd5\u7684\u6311\u6218\u548c\u5982\u4f55\u514b\u670d\u8fd9\u4e9b\u6311\u6218<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>\u53d1\u5c55\u7684\u590d\u6742\u6027<\/strong><\/h4>\n\n\n\n<p>\u5efa\u7acb\u81ea\u5b9a\u4e49\u7b97\u6cd5\u9700\u8981\u7f16\u7801\u3001\u8d22\u52a1\u5206\u6790\u548c\u5e02\u573a\u884c\u4e3a\u65b9\u9762\u7684\u4e13\u4e1a\u6280\u672f\u77e5\u8bc6\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>:\u4e0e\u4e13\u4e1a\u5f00\u53d1\u4eba\u5458\u5408\u4f5c\uff0c\u6216\u5229\u7528\u63d0\u4f9b\u5b9a\u5236\u7b97\u6cd5\u670d\u52a1\u7684\u5e73\u53f0\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>\u521d\u59cb\u6210\u672c\u8f83\u9ad8<\/strong><\/h4>\n\n\n\n<p>\u4e0e\u73b0\u6210\u7684\u5de5\u5177\u76f8\u6bd4\uff0c\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\u5f80\u5f80\u6d89\u53ca\u8f83\u9ad8\u7684\u524d\u671f\u6295\u8d44\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>:\u5c06\u6210\u672c\u89c6\u4e3a\u63d0\u9ad8\u6027\u80fd\u548c\u76c8\u5229\u80fd\u529b\u7684\u957f\u671f\u6295\u8d44\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>\u6301\u7eed\u7ef4\u62a4<\/strong><\/h4>\n\n\n\n<p>\u5b9a\u5236\u7b97\u6cd5\u9700\u8981\u5b9a\u671f\u66f4\u65b0\uff0c\u624d\u80fd\u5728\u4e0d\u65ad\u53d8\u5316\u7684\u5e02\u573a\u6761\u4ef6\u4e0b\u4fdd\u6301\u6709\u6548\u6027\u3002<\/p>\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>:\u5efa\u7acb\u56de\u6eaf\u6d4b\u8bd5\u548c\u4f18\u5316\u7684\u5e38\u89c4\u7a0b\u5e8f\uff0c\u4f7f\u7b97\u6cd5\u4e0e\u5f53\u524d\u8d8b\u52bf\u4fdd\u6301\u4e00\u81f4\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u5728\u5b9a\u5236\u7b97\u6cd5\u4e2d\u7684\u4f5c\u7528<\/h3>\n\n\n\n<p>\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u6b63\u5728\u589e\u5f3a\u5b9a\u5236\u4ea4\u6613\u7b97\u6cd5\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p><strong>\u5e94\u7528<\/strong>:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u9884\u6d4b\u5206\u6790<\/strong>:\u6839\u636e\u5386\u53f2\u6570\u636e\u4f7f\u7528 ML \u6a21\u578b\u9884\u6d4b\u4ef7\u683c\u8d70\u52bf\u3002<\/li>\n\n\n\n<li><strong>\u60c5\u611f\u5206\u6790<\/strong>:\u5229\u7528\u4eba\u5de5\u667a\u80fd\u5206\u6790\u65b0\u95fb\u548c\u793e\u4ea4\u5a92\u4f53\u8d8b\u52bf\uff0c\u4ee5\u83b7\u5f97\u5e02\u573a\u6d1e\u5bdf\u529b\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u5b66\u7cfb\u7edf<\/strong>:\u521b\u5efa\u53ef\u968f\u7740\u65f6\u95f4\u63a8\u79fb\u8c03\u6574\u548c\u63d0\u9ad8\u6027\u80fd\u7684\u7b97\u6cd5\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>\u5f71\u54cd<\/strong>:\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u7b97\u6cd5\u4f7f\u4ea4\u6613\u8005\u80fd\u591f\u53d1\u73b0\u4f20\u7edf\u65b9\u6cd5\u53ef\u80fd\u4f1a\u9519\u8fc7\u7684\u6a21\u5f0f\u548c\u673a\u4f1a\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 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