{"id":3343,"date":"2025-06-19T09:09:00","date_gmt":"2025-06-19T01:09:00","guid":{"rendered":"https:\/\/theexchain.com\/must-read-for-advanced-traders-applications-and-advantages-of-quantitative-trading-in-the-cryptocurrency-market\/"},"modified":"2025-06-19T09:09:00","modified_gmt":"2025-06-19T01:09:00","slug":"%e9%80%b2%e9%9a%8e%e4%ba%a4%e6%98%93%e8%80%85%e5%bf%85%e8%ae%80-%e5%8a%a0%e5%af%86%e8%b2%a8%e5%b9%a3%e5%b8%82%e5%a0%b4%e9%87%8f%e5%8c%96%e4%ba%a4%e6%98%93%e7%9a%84%e6%87%89%e7%94%a8%e8%88%87%e5%84%aa","status":"publish","type":"post","link":"https:\/\/theexchain.com\/zh\/%e9%80%b2%e9%9a%8e%e4%ba%a4%e6%98%93%e8%80%85%e5%bf%85%e8%ae%80-%e5%8a%a0%e5%af%86%e8%b2%a8%e5%b9%a3%e5%b8%82%e5%a0%b4%e9%87%8f%e5%8c%96%e4%ba%a4%e6%98%93%e7%9a%84%e6%87%89%e7%94%a8%e8%88%87%e5%84%aa\/","title":{"rendered":"\u9032\u968e\u4ea4\u6613\u8005\u5fc5\u8b80\uff1a\u52a0\u5bc6\u8ca8\u5e63\u5e02\u5834\u91cf\u5316\u4ea4\u6613\u7684\u61c9\u7528\u548c\u512a\u52e2\n  \u52a0\u5bc6\u8ca8\u5e63\u5e02\u5834\u4e2d\u7684\u91cf\u5316\u4ea4\u6613"},"content":{"rendered":"<h1 id=\"unlock-crypto-profits-the-quant-traders-ultimate-playbook\">\u89e3\u9396\u52a0\u5bc6\u8ca8\u5e63\u5229\u6f64\uff1a\u91cf\u5b50\u4ea4\u6613\u54e1\u7684\u7d42\u6975\u73a9\u6cd5\u624b\u518a<\/h1>\n<h2 id=\"why-algorithmic-trading-dominates-crypto-markets\">\u70ba\u4ec0\u9ebc\u6f14\u7b97\u6cd5\u4ea4\u6613\u4e3b\u5c0e\u52a0\u5bc6\u8ca8\u5e63\u5e02\u5834\uff1f<\/h2>\n<p>\u6578\u4f4d\u9769\u547d\u5f9e\u6839\u672c\u4e0a\u91cd\u5851\u4e86\u91d1\u878d\u696d\uff0c\u52a0\u5bc6\u8ca8\u5e63\u548c\u6f14\u7b97\u6cd5\u4ea4\u6613\u6210\u70ba\u8f49\u578b\u529b\u91cf\u3002\u5341\u5e74\u524d\u770b\u4f3c\u4e0d\u53ef\u80fd\u7684\u4e8b - 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Narang \u8457\uff1a<\/strong> \u89e3\u8b80\u8907\u96dc\u7684\u81ea\u52d5\u5316\u4ea4\u6613\u4e16\u754c\u3002Narang \u63d0\u4f9b\u4e86\u7121\u8207\u502b\u6bd4\u7684\u6e05\u6670\u5ea6\uff0c\u8aaa\u660e\u91cf\u5316\u7b56\u7565\u5982\u4f55\u904b\u4f5c\u3001\u9a45\u52d5\u91cf\u5316\u7b56\u7565\u7684\u6280\u8853\uff0c\u4ee5\u53ca\u91cf\u5316\u7b56\u7565\u5c0d\u73fe\u4ee3\u5e02\u5834\u7684\u5f71\u97ff - \u9019\u5c0d\u65bc\u77ad\u89e3\u60a8\u7684\u6a5f\u5668\u4eba\u5728\u5176\u4e2d\u904b\u4f5c\u7684\u751f\u614b\u7cfb\u7d71\u81f3\u95dc\u91cd\u8981\u3002<\/li>\n<li><strong>\"\u7cfb\u7d71\u5316\u4ea4\u6613\uff1aRobert Carver \u6240\u8457\u7684\u300a\u7cfb\u7d71\u5316\u4ea4\u6613\uff1a\u8a2d\u8a08\u4ea4\u6613\u548c\u6295\u8cc7\u7cfb\u7d71\u7684\u7368\u7279\u65b0\u65b9\u6cd5\u300b\uff1a<\/strong> \u8d85\u8d8a\u81e8\u6642\u7b56\u7565\u3002Carver \u91dd\u5c0d\u591a\u7a2e\u8cc7\u7522\u985e\u5225 (\u5305\u62ec\u52a0\u5bc6\u8ca8\u5e63) \u63d0\u51fa\u4e86\u4e00\u5957\u56b4\u8b39\u3001\u5faa\u5e8f\u6f38\u9032\u7684\u67b6\u69cb\uff0c\u7528\u4ee5\u5efa\u69cb\u7a69\u5065\u7684\u4ea4\u6613\u7cfb\u7d71\uff0c\u5f37\u8abf\u982d\u5bf8\u898f\u6a21\u3001\u98a8\u96aa\u7ba1\u7406\uff0c\u4ee5\u53ca\u907f\u514d\u5e38\u898b\u7684\u884c\u70ba\u9677\u9631\u3002<\/li>\n<li><strong>Marcos Lopez de Prado \u6240\u8457\u7684\u300c\u91d1\u878d\u6a5f\u5668\u5b78\u7fd2\u7684\u9032\u5c55\u300d\uff1a<\/strong> \u4ea4\u6613\u7684\u524d\u6cbf\u5728\u65bc ML\u3002\u9019\u672c\u7a81\u7834\u6027\u7684\u66f8\u7c4d\u89e3\u6c7a\u4e86\u5c07\u6a5f\u5668\u5b78\u7fd2\u61c9\u7528\u65bc\u91d1\u878d\u7684\u7368\u7279\u6311\u6230\uff0c\u70ba\u7279\u5fb5\u5de5\u7a0b\u3001\u7b56\u7565\u8a2d\u8a08\u548c\u907f\u514d\u904e\u5ea6\u64ec\u5408\u63d0\u4f9b\u4e86\u5275\u65b0\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u9019\u5c0d\u4e0b\u4e00\u4ee3\u52a0\u5bc6\u6a5f\u5668\u4eba\u800c\u8a00\u81f3\u95dc\u91cd\u8981\u3002<\/li>\n<li><strong>\"\u6a5f\u5668\u4ea4\u6613\uff1aErnest P. Chan \u6240\u8457\u7684 \"Machine Trading: Deploying Computer Algorithms to Conquer the Markets\"\uff1a<\/strong> \u7e2e\u77ed\u7406\u8ad6\u8207\u5be6\u8e10\u4e4b\u9593\u7684\u5dee\u8ddd\u3002Chan \u8457\u91cd\u65bc\u958b\u767c\u3001\u6e2c\u8a66\u548c\u90e8\u7f72\u6f14\u7b97\u6cd5\u7b56\u7565\u7684\u5be6\u52d9\u5c64\u9762\uff0c\u70ba\u5f81\u670d\u771f\u5be6\u4e16\u754c\u7684\u8907\u96dc\u5e02\u5834\u63d0\u4f9b\u53ef\u884c\u7684\u898b\u89e3\u3002<\/li>\n<li><strong>\"The Evaluation and Optimization of Trading Strategies\" \u4f5c\u8005 Robert Pardo\uff1a<\/strong> \u4eca\u5929\u6709\u5229\u53ef\u5716\u7684\u7b56\u7565\uff0c\u660e\u5929\u5c31\u53ef\u80fd\u5931\u6557\u3002Pardo \u63d0\u4f9b\u4e86\u7a69\u5065\u7684\u56de\u6eaf\u6e2c\u8a66\u3001\u7e3e\u6548\u6e2c\u91cf\u548c\u7b56\u7565\u512a\u5316\u7684\u6b0a\u5a01\u6307\u5357\uff0c\u78ba\u4fdd\u60a8\u7684\u6f14\u7b97\u6cd5\u5728\u4e0d\u65b7\u6f14\u8b8a\u7684\u5e02\u5834\u5236\u5ea6\u4e0b\u4ecd\u7136\u6709\u6548\u3002<\/li>\n<li><strong>\"\u8ddf\u96a8\u8da8\u52e2\uff1aDiversified Managed Futures Trading\" \u4f5c\u8005 Andreas F. Clenow\uff1a<\/strong> \u96d6\u7136\u5c08\u6ce8\u65bc\u671f\u8ca8\uff0c\u4f46\u8da8\u52e2\u8ddf\u96a8\u7684\u6838\u5fc3\u539f\u5247\u9ad8\u5ea6\u9069\u7528\u65bc\u52a0\u5bc6\u8ca8\u5e63\u3002Clenow \u5c55\u793a\u4e86\u7cfb\u7d71\u5316\u8da8\u52e2\u7b56\u7565\u5982\u4f55\u6355\u6349\u5e02\u5834\u7684\u91cd\u5927\u8b8a\u52d5\uff0c\u540c\u6642\u901a\u904e\u5206\u6563\u5316\u4f86\u7ba1\u7406\u98a8\u96aa\u3002<\/li>\n<li><strong>Perry J. Kaufman \u6240\u8457\u7684\u300c\u4ea4\u6613\u7cfb\u7d71\u8207\u65b9\u6cd5\u300d\uff1a<\/strong> \u53ef\u8996\u70ba\u4ea4\u6613\u7b56\u7565\u7684\u767e\u79d1\u5168\u66f8\u3002Kaufman \u5168\u9762\u6db5\u84cb\u4e86\u5f9e\u57fa\u672c\u6280\u8853\u6307\u6a19\u5230\u5148\u9032\u91cf\u5316\u6280\u8853\u7684\u6240\u6709\u5167\u5bb9\uff0c\u70ba\u8a2d\u8a08\u548c\u6bd4\u8f03\u52a0\u5bc6\u8ca8\u5e63\u4ea4\u6613\u65b9\u6cd5\u63d0\u4f9b\u4e86\u5bf6\u8cb4\u7684\u53c3\u8003\u3002<\/li>\n<\/ol>\n<h2 id=\"decoding-crypto-trading-bot-strategies\">\u89e3\u5bc6\u52a0\u5bc6\u8ca8\u5e63\u4ea4\u6613\u6a5f\u5668\u4eba\u7b56\u7565<\/h2>\n<p>\u52a0\u5bc6\u8ca8\u5e63\u4ea4\u6613\u6a5f\u5668\u4eba\u7684\u6838\u5fc3\u662f\u81ea\u52d5\u5316\u5e02\u5834\u5206\u6790\u548c\u4ea4\u6613\u57f7\u884c\u7684\u7cbe\u5bc6\u8edf\u9ad4\u3002\u5b83\u5011\u7684\u512a\u52e2\u5728\u65bc <strong>\u7121\u60c5\u64cd\u4f5c<\/strong> \u548c <strong>\u7121\u60c5\u611f\u7cbe\u5ea6<\/strong>.\u77ad\u89e3\u5b83\u5011\u7684\u6838\u5fc3\u7b56\u7565\u662f\u6709\u6548\u5229\u7528\u5b83\u5011\u7684\u95dc\u9375\uff1a<\/p>\n<ul>\n<li><strong>\u7db2\u683c\u4ea4\u6613\uff1a<\/strong> \u6b64\u7b56\u7565\u5229\u7528\u6ce2\u52d5\u6027\uff0c\u5728\u8a2d\u5b9a\u50f9\u683c\u4e0a\u4e0b\u7684\u9810\u5b9a\u9593\u9694\u4e0b\u591a\u7b46\u8cb7\u5165\u548c\u8ce3\u51fa\u8a02\u55ae\u3002\u7576\u50f9\u683c\u9707\u76ea\u6642\uff0c\u6a5f\u5668\u4eba\u6703\u5f9e\u7db2\u683c\u5167\u91cd\u8907\u7684\u8cb7\u4f4e\u8ce3\u9ad8\u9031\u671f\u4e2d\u7372\u5229\u3002\u9069\u7528\u65bc\u6ce2\u52d5\u5e02\u5834\u3002<\/li>\n<li><strong>\u73fe\u8ca8\u8207\u671f\u8ca8\u5957\u5229\uff1a<\/strong> \u5229\u7528\u73fe\u8ca8\u5e02\u5834\uff08\u5373\u6642\u4ea4\u5272\uff09\u8207\u671f\u8ca8\u5408\u7d04\uff08\u672a\u4f86\u65e5\u671f\u4ea4\u5272\uff09\u4e4b\u9593\u7684\u50f9\u683c\u5dee\u7570\u3002\u6a5f\u5668\u4eba\u540c\u6642\u5728\u4e00\u500b\u5e02\u5834\u8cb7\u5165\u50f9\u503c\u88ab\u4f4e\u4f30\u7684\u8cc7\u7522\uff0c\u4e26\u5728\u50f9\u503c\u88ab\u9ad8\u4f30\u7684\u5e02\u5834\u8ce3\u51fa\uff0c\u9396\u5b9a\u7121\u98a8\u96aa\u5229\u6f64\u6e1b\u53bb\u8cbb\u7528\u3002\u9700\u8981\u9ad8\u901f\u548c\u4f4e\u5ef6\u9072\u3002<\/li>\n<li><strong>\u505a\u5e02\u5546\uff1a<\/strong> \u6a5f\u5668\u4eba\u900f\u904e\u6301\u7e8c\u767c\u51fa\u8cb7\u5165\uff08\u51fa\u50f9\uff09\u548c\u8ce3\u51fa\uff08\u8ce3\u50f9\uff09\u6307\u4ee4\u4f86\u63d0\u4f9b\u6d41\u52d5\u6027\u3002\u5b83\u5011\u5f9e\u5dee\u50f9\uff08\u8cb7\u76e4\u548c\u8ce3\u76e4\u4e4b\u9593\u7684\u5dee\u50f9\uff09\u4e2d\u7372\u5229\uff0c\u540c\u6642\u5e6b\u52a9\u7a69\u5b9a\u5e02\u5834\u3002\u9019\u5c0d\u4ea4\u6613\u6240\u975e\u5e38\u91cd\u8981\uff0c\u4f46\u9700\u8981\u7cbe\u5bc6\u7684\u98a8\u96aa\u63a7\u5236\u3002<\/li>\n<li><strong>\u8da8\u52e2\u8ffd\u8e64\uff1a<\/strong> \u6a5f\u5668\u4eba\u5229\u7528\u6280\u8853\u6307\u6a19\u8b58\u5225\u65e2\u5b9a\u7684\u5e02\u5834\u8da8\u52e2\uff08\u4e0a\u884c\u6216\u4e0b\u884c\uff09\uff0c\u4e26\u6839\u64da\u8da8\u52e2\u52d5\u91cf\u9032\u5165\u5009\u4f4d\uff0c\u76ee\u7684\u662f\u9806\u52e2\u800c\u70ba\uff0c\u76f4\u5230\u51fa\u73fe\u53cd\u8f49\u7684\u8de1\u8c61\u3002\u5c0d\u65bc\u8da8\u52e2\u5f37\u52c1\u7684\u5e02\u5834\u975e\u5e38\u6709\u6548\u3002<\/li>\n<li><strong>\u5747\u503c\u56de\u6b78\uff1a<\/strong> \u57fa\u65bc\u50f9\u683c\u6703\u96a8\u8457\u6642\u9593\u56de\u6b78\u6b77\u53f2\u5e73\u5747\u503c\u7684\u5047\u8a2d\u3002\u6a5f\u5668\u4eba\u6703\u8b58\u5225\u56b4\u91cd\u504f\u96e2\u5e73\u5747\u503c\u7684\u8cc7\u7522\uff0c\u4e26\u5728\u9810\u671f\u50f9\u683c\u56de\u6b78\u5e73\u5747\u503c\u6642\u9032\u884c\u4ea4\u6613\u3002\u5728\u6a6b\u76e4\u6216\u5340\u9593\u6027\u5e02\u5834\u4e2d\u6548\u679c\u6700\u4f73\u3002<\/li>\n<\/ul>\n<p><strong>\u6279\u5224\u6027\u7684\u6d1e\u5bdf\u529b\uff1a<\/strong> \u6c92\u6709\u4efb\u4f55\u55ae\u4e00\u7b56\u7565\u80fd\u5728\u6240\u6709\u60c5\u6cc1\u4e0b\u90fd\u8868\u73fe\u512a\u7570\u3002\u6700\u6210\u529f\u7684\u91cf\u5316\u4ea4\u6613\u8005\u6703\u90e8\u7f72\u591a\u7a2e\u7b56\u7565\uff0c\u6216\u63a1\u7528\u81ea\u9069\u61c9\u578b\u6a5f\u5668\u4eba\uff0c\u80fd\u5920\u6839\u64da\u5373\u6642\u5e02\u5834\u6a5f\u5236\u5075\u6e2c\u4f86\u5207\u63db\u7b56\u7565\u3002\u9078\u64c7\u4e00\u500b\u63d0\u4f9b\u591a\u6a23\u5316\u3001\u53ef\u81ea\u8a02\u7b56\u7565\u7684\u5e73\u53f0\u662f\u6700\u91cd\u8981\u7684\u3002<\/p>\n<h2 id=\"risk-management-the-non-negotiable-foundation\">\u98a8\u96aa\u7ba1\u7406\uff1a\u4e0d\u5bb9\u5546\u69b7\u7684\u57fa\u790e<\/h2>\n<p>\u91cf\u5316\u4ea4\u6613\u53ef\u64f4\u5927\u80fd\u529b\uff0c\u4f46\u7121\u6cd5\u6d88\u9664\u98a8\u96aa\u3002\u7a69\u5065\u7684\u98a8\u96aa\u7ba1\u7406\u662f\u6301\u7e8c\u6210\u529f\u7684\u57fa\u77f3\uff1a<\/p>\n<ol>\n<li><strong>\u6b62\u8755\u6307\u4ee4\uff1a<\/strong> \u5728\u9032\u5165\u4ea4\u6613\u4e4b\u524d\uff0c\u5b9a\u7fa9\u8667\u640d\u7d55\u5c0d\u9000\u51fa\u9ede\u3002\u9019\u53ef\u4ee5\u81ea\u52d5\u57f7\u884c\u7d00\u5f8b\uff0c\u9632\u6b62\u5728\u8667\u640d\u6642\u51fa\u73fe\u60c5\u7dd2\u9ebb\u75f9\u3002\u5c0d\u6bcf\u500b\u55ae\u4e00\u5009\u4f4d\u800c\u8a00\u90fd\u662f\u5fc5\u8981\u7684\u3002<\/li>\n<li><strong>\u4f4d\u7f6e\u5c3a\u5bf8\uff1a<\/strong> \u5207\u52ff\u5728\u4e00\u7b46\u4ea4\u6613\u4e2d\u5192\u904e\u5927\u7684\u8cc7\u672c\u98a8\u96aa\u3002\u5e38\u898b\u7684\u898f\u5247\u662f\u6bcf\u6b21\u4ea4\u6613\u53ea\u5192\u7e3d\u8cc7\u672c 1-2% \u7684\u98a8\u96aa\u3002\u9019\u6a23\u53ef\u4ee5\u907f\u514d\u56e0\u610f\u5916\u7684\u5e02\u5834\u9707\u76ea\u6216\u7b56\u7565\u5931\u6557\u800c\u9020\u6210\u707d\u96e3\u6027\u640d\u5931\u3002<\/li>\n<li><strong>\u6295\u8cc7\u7d44\u5408\u591a\u5143\u5316\uff1a<\/strong> \u5c07\u8cc7\u91d1\u5206\u6563\u5230\u4e0d\u76f8\u95dc\u7684\u52a0\u5bc6\u8ca8\u5e63\u548c\u4ea4\u6613\u7b56\u7565\u4e2d\u3002\u907f\u514d\u904e\u5ea6\u96c6\u4e2d\u65bc\u55ae\u4e00\u8cc7\u7522\u6216\u65b9\u6cd5\u3002\u5206\u6563\u6295\u8cc7\u53ef\u5e73\u6ed1\u80a1\u7968\u66f2\u7dda\uff0c\u4e26\u964d\u4f4e\u6574\u9ad4\u6295\u8cc7\u7d44\u5408\u7684\u6ce2\u52d5\u6027\u3002<\/li>\n<li><strong>\u7b56\u7565\u591a\u6a23\u5316\uff1a<\/strong> \u5229\u7528\u591a\u7a2e\u975e\u76f8\u95dc\u7684\u4ea4\u6613\u7b56\u7565\u3002\u96d6\u7136\u67d0\u7a2e\u7b56\u7565\u53ef\u80fd\u6703\u5728\u67d0\u4e9b\u5e02\u5834\u689d\u4ef6\u4e0b\u6399\u624e\uff0c\u4f46\u5176\u4ed6\u7b56\u7565\u53ef\u80fd\u6703\u8301\u58ef\u6210\u9577\uff0c\u5f9e\u800c\u5e73\u8861\u6574\u9ad4\u8868\u73fe\u3002<\/li>\n<li><strong>\u56de\u6eaf\u6e2c\u8a66\u8207\u524d\u77bb\u6e2c\u8a66\uff1a<\/strong> \u5728\u90e8\u7f72\u771f\u5be6\u8cc7\u91d1\u4e4b\u524d\uff0c\u5728\u6b77\u53f2\u8cc7\u6599\uff08\u56de\u6eaf\u6e2c\u8a66\uff09\u548c\u6a21\u64ec\u8cc7\u672c\u7684\u5be6\u969b\u8cc7\u6599\uff08\u524d\u77bb\u6e2c\u8a66\uff09\u4e0a\u56b4\u683c\u6e2c\u8a66\u7b56\u7565\u3002\u9019\u6a23\u53ef\u4ee5\u627e\u51fa\u7f3a\u9677\uff0c\u4e26\u4f30\u8a08\u5be6\u969b\u7684\u7e3e\u6548\u9810\u671f\u3002<\/li>\n<li><strong>\u60c5\u7dd2\u7ba1\u6559\uff1a<\/strong> \u5373\u4f7f\u662f\u81ea\u52d5\u5316\uff0c\u4eba\u5de5\u76e3\u7763\u4e5f\u662f\u81f3\u95dc\u91cd\u8981\u7684\u3002\u5805\u6301\u9810\u5148\u5b9a\u7fa9\u7684\u8a08\u5283\u3002\u907f\u514d\u57fa\u65bc\u6050\u61fc\u6216\u8caa\u5a6a\u800c\u8986\u5beb\u6a5f\u5668\u4eba\u7684\u6c7a\u7b56 - \u9019\u4e9b\u8986\u5beb\u901a\u5e38\u6703\u5c0e\u81f4\u6700\u5927\u7684\u640d\u5931\u3002<\/li>\n<\/ol>\n<h2 id=\"the-future-ai-hybrid-models-and-evolving-efficiency\">\u672a\u4f86\uff1a\u4eba\u5de5\u667a\u80fd\u3001\u6df7\u5408\u6a21\u5f0f\u548c\u4e0d\u65b7\u6f14\u9032\u7684\u6548\u7387<\/h2>\n<p>\u52a0\u5bc6\u8ca8\u5e63\u91cf\u5316\u4ea4\u6613\u7684\u8ecc\u8de1\u6307\u5411\u65e5\u76ca\u8907\u96dc\uff1a<\/p>\n<ul>\n<li><strong>AI \u8207\u6a5f\u5668\u5b78\u7fd2\u6574\u5408\uff1a<\/strong> \u6a5f\u5668\u4eba\u5c07\u8d85\u8d8a\u4ee5\u975c\u614b\u898f\u5247\u70ba\u57fa\u790e\u7684\u7cfb\u7d71\u3002AI \u53ef\u5be6\u73fe\u9069\u61c9\u6027\u5b78\u7fd2\uff0c\u8b93\u6f14\u7b97\u6cd5\u80fd\u5920\u8b58\u5225\u8907\u96dc\u7684\u975e\u7dda\u6027\u6a21\u5f0f\u3001\u66f4\u7cbe\u6e96\u5730\u9810\u6e2c\u5e02\u5834\u8b8a\u5316\uff0c\u4e26\u6839\u64da\u65b0\u8cc7\u6599\u6301\u7e8c\u5373\u6642\u512a\u5316\u7b56\u7565\u3002 <strong>\u9810\u6e2c\u5206\u6790<\/strong> \u548c <strong>\u60c5\u611f\u5206\u6790<\/strong> \u89e3\u6790\u65b0\u805e\u548c\u793e\u4ea4\u5a92\u9ad4\u5c07\u6210\u70ba\u6a19\u6e96\u3002<\/li>\n<li><strong>\u6df7\u5408\u4ea4\u6613\u8005\u6a21\u5f0f\uff1a<\/strong> \u672a\u4f86\u4e0d\u662f\u7d14\u4eba\u5de5\u6216\u7d14\u81ea\u52d5\u5316\uff0c\u800c\u662f\u6df7\u5408\u578b\u7684\u3002\u4ea4\u6613\u8005\u5c07\u5229\u7528\u6a5f\u5668\u4eba\u4f86\u9054\u5230\u901f\u5ea6\u3001\u6548\u7387\u548c\u7121\u611f\u60c5\u5730\u57f7\u884c\u9810\u5b9a\u7fa9\u7684\u898f\u5247\uff0c\u540c\u6642\u904b\u7528\u4eba\u985e\u7684\u667a\u6167\u4f86\u9032\u884c\u4ea4\u6613\u3002 <strong>\u76f4\u89ba\u3001\u7d93\u9a57\u548c\u5b8f\u89c0\u5206\u6790<\/strong> \u4ee5\u9032\u884c\u66f4\u9ad8\u5c64\u6b21\u7684\u7b56\u7565\u8abf\u6574\u3001\u8cc7\u7522\u914d\u7f6e\uff0c\u4ee5\u53ca\u8b58\u5225 bot \u76ee\u524d\u8a08\u756b\u4ee5\u5916\u7684\u65b0\u6a5f\u6703\u3002<\/li>\n<li><strong>\u589e\u5f37\u900f\u660e\u5ea6\u8207\u5b89\u5168\u6027\uff1a<\/strong> \u96a8\u8457\u5e02\u5834\u65e5\u6f38\u6210\u719f\uff0c\u5c0d\u65bc\u6a5f\u5668\u4eba\u4f5c\u696d\u8207\u4ea4\u63db\u5be6\u52d9\u900f\u660e\u5ea6\u7684\u9700\u6c42\u4e5f\u6703\u8207\u65e5\u4ff1\u589e\u3002\u6a5f\u5668\u4eba\u548c API \u9023\u7dda\u7684\u5b89\u5168\u5354\u5b9a\u5c07\u8b8a\u5f97\u66f4\u52a0\u5f37\u5927\uff0c\u5305\u542b\u591a\u56e0\u7d20\u9a57\u8b49\u548c\u5148\u9032\u7684\u52a0\u5bc6\u6280\u8853\uff0c\u4ee5\u4fdd\u8b77\u4f7f\u7528\u8005\u8cc7\u7522\u3002\u6cd5\u898f\u7684\u660e\u78ba\u6027\u4e5f\u5c07\u5f71\u97ff\u6a5f\u5668\u4eba\u7684\u958b\u767c\u548c\u4f7f\u7528\u3002<\/li>\n<li><strong>\u5de5\u5177\u6c11\u4e3b\u5316\uff1a<\/strong> \u53cb\u5584\u7684\u4f7f\u7528\u8005\u4ecb\u9762\u3001 <strong>\u62d6\u653e\u5f0f\u7b56\u7565\u5efa\u7acb\u5668<\/strong>\u91cf\u5316\u6295\u8cc7\u7b56\u7565\u662f\u4e00\u7a2e\u53ef\u8b93\u6295\u8cc7\u8005\u8f15\u9b06\u9032\u5165\u5e02\u5834\u7684\u5de5\u5177\uff0c\u800c\u4e14\u5bb9\u6613\u7372\u5f97\u7684\u6559\u80b2\u8cc7\u6e90\u5c07\u964d\u4f4e\u5165\u9580\u9580\u6abb\uff0c\u8b93\u66f4\u591a\u6563\u6236\u4ea4\u6613\u8005\u80fd\u5920\u904b\u7528\u91cf\u5316\u6295\u8cc7\u7b56\u7565\u7684\u5a01\u529b\uff0c\u800c\u91cf\u5316\u6295\u8cc7\u7b56\u7565\u4ee5\u524d\u662f\u6a5f\u69cb\u7684\u5c08\u5229\u3002<\/li>\n<li><strong>\u5c08\u6ce8\u65bc\u6c38\u7e8c\u57fa\u790e\u5efa\u8a2d\uff1a<\/strong> \u5148\u9032\u91cf\u5316\u4ea4\u6613\uff08\u5c24\u5176\u662f HFT 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<strong>\u884c\u52d5\u61c9\u7528\u7a0b\u5f0f\u5b58\u53d6<\/strong> \u662f\u81f3\u95dc\u91cd\u8981\u7684\u3002\u78ba\u4fdd\u60a8\u9078\u64c7\u7684\u6bad\u5c4d\u5e73\u53f0\u63d0\u4f9b\u5f37\u5927\u7684\u884c\u52d5\u4ecb\u9762\uff0c\u4ee5\u4fbf\u96a8\u6642\u96a8\u5730\u9032\u884c\u76e3\u63a7\u3001\u8abf\u6574\u8a2d\u5b9a\u548c\u63a5\u6536\u8b66\u793a\u3002<\/li>\n<\/ul>\n<h2 id=\"conclusion-knowledge-is-the-ultimate-algorithm\">\u7d50\u8ad6\uff1a\u77e5\u8b58\u662f\u7d42\u6975\u6f14\u7b97\u6cd5<\/h2>\n<p>\u52a0\u5bc6\u8ca8\u5e63\u4ea4\u6613\u4e16\u754c\u8b8a\u5316\u591a\u7aef\u3001\u6a5f\u6703\u8c50\u5bcc\uff0c\u9700\u8981\u7684\u4e0d\u50c5\u50c5\u662f\u904b\u6c23\u6216\u76f4\u89ba\u3002\u4ee5\u7cbe\u5bc6\u6f14\u7b97\u6cd5\u548c\u4e0d\u61c8\u7684\u81ea\u52d5\u5316\u70ba\u52d5\u529b\u7684\u91cf\u5316\u4ea4\u6613\uff0c\u53ef\u63d0\u4f9b\u6709\u7cfb\u7d71\u7684\u512a\u52e2\u3002\u7136\u800c\uff0c\u6700\u5f37\u5927\u7684\u6f14\u7b97\u6cd5\u662f 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id=\"faq-demystifying-crypto-quantitative-trading\">\u5e38\u898b\u554f\u984c\uff1a\u89e3\u5bc6\u52a0\u5bc6\u8ca8\u5e63\u91cf\u5316\u4ea4\u6613<\/h2>\n<p><strong>1.\u4ea4\u6613\u6a5f\u5668\u4eba\u53ef\u4ee5\u4fdd\u8b49\u7372\u5229\u55ce\uff1f<\/strong><br \/>    * \u96d6\u7136\u6a5f\u5668\u4eba\u53ef\u4ee5\u512a\u5316\u57f7\u884c\u4e26\u6d88\u9664\u60c5\u7dd2\uff0c\u4f46\u7372\u5229\u80fd\u529b\u5b8c\u5168\u53d6\u6c7a\u65bc\u57fa\u672c\u7b56\u7565\u7684\u512a\u52e2\u3001\u5e02\u5834\u72c0\u6cc1\u548c\u7a69\u5065\u7684\u98a8\u96aa\u7ba1\u7406\u3002\u4ea4\u6613\u7e3d\u662f\u5b58\u5728\u56fa\u6709\u98a8\u96aa\u3002<\/p>\n<p><strong>2.\u5982\u4f55\u9078\u64c7\u5408\u9069\u7684\u4ea4\u6613\u6a5f\u5668\u4eba\uff1f<\/strong><br \/>    * 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\u5f88\u5e38\u898b\uff09\u53ef\u89e3\u958b\u66f4\u6df1\u5165\u7684\u5ba2\u88fd\u5316\u548c\u7b56\u7565\u5275\u4f5c\u3002<\/p>\n<p><strong>6.\u52a0\u5bc6\u8ca8\u5e63\u4ea4\u6613\u6a5f\u5668\u4eba\u5b89\u5168\u55ce\uff1f<\/strong><br \/>    * \u6709\u4fe1\u8b7d\u7684\u6a5f\u5668\u4eba\u6703\u512a\u5148\u8003\u616e\u5b89\u5168\u6027\uff08\u4f8b\u5982\u52a0\u5bc6\u30012FA\uff09\u3002 <em>\u6279\u5224\u6027\u5be6\u8e10\uff1a<\/em> \u50c5\u4f7f\u7528\u5177\u6709 <em>\u8cbf\u6613<\/em> \u6b0a\u9650\uff0c\u6c38\u9060 <em>\u9000\u51fa<\/em> \u6b0a\u9650\u3002\u60a8\u7684\u8cc7\u91d1\u61c9\u8a72\u5b89\u5168\u5730\u7559\u5728\u4ea4\u6613\u6240\u3002<\/p>\n<p><strong>7.\u4ea4\u6613\u7b56\u7565\u8207\u6295\u8cc7\u7b56\u7565\u6709\u4f55\u4e0d\u540c\uff1f<\/strong><br \/>    *   <strong>\u4ea4\u6613\u7b56\u7565\uff08\u5982\u7576\u65e5\u4ea4\u6613\u3001\u525d\u982d\u76ae\u3001\u6ce2\u6bb5\u4ea4\u6613\uff09\uff1a<\/strong> \u5c08\u6ce8\u65bc\u8f03\u77ed\u671f\u7684\u50f9\u683c\u8b8a\u52d5\uff08\u6578\u79d2\u81f3\u6578\u9031\uff09\uff0c\u6d89\u53ca\u983b\u7e41\u8cb7\u5165\/\u8ce3\u51fa\uff0c\u4ee5\u5f9e\u6ce2\u52d5\u4e2d\u7372\u5229\u3002\u9700\u8981\u4e3b\u52d5\u7ba1\u7406\/\u76e3\u63a7\u3002<br \/>    *   <strong>\u6295\u8cc7\u7b56\u7565\uff08\u4f8b\u5982 HODLing\u3001DCA\uff09\uff1a<\/strong> \u5c08\u6ce8\u65bc\u9577\u671f\u8cc7\u672c\u589e\u503c\uff08\u6578\u6708\u81f3\u6578\u5e74\uff09\u3002\u6839\u64da\u57fa\u672c\u50f9\u503c\u8cfc\u8cb7\u4e26\u6301\u6709\u8cc7\u7522\uff0c\u4ea4\u6613\u6b21\u6578\u8f03\u5c11\u3002\u4e00\u822c\u8f03\u70ba\u88ab\u52d5\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Unlock Crypto Profits: The Quant Trader&#39;s Ultimate Playbook Why Algorithmic Trading Dominates Crypto Markets The digital revolution has fundamentally reshaped finance, with cryptocurrencies and algorithmic trading emerging as transformative forces. What seemed improbable a decade ago\u2014Bitcoin&#39;s explosive growth and mainstream significance\u2014is now undeniable. This evolution is driven by advanced crypto trading bots and sophisticated tools [&hellip;]<\/p>","protected":false},"author":1,"featured_media":3342,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"footnotes":""},"categories":[34],"tags":[],"class_list":["post-3343","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge"],"_links":{"self":[{"href":"https:\/\/theexchain.com\/zh\/wp-json\/wp\/v2\/posts\/3343","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/theexchain.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/theexchain.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/theexchain.com\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/theexchain.com\/zh\/wp-json\/wp\/v2\/comments?post=3343"}],"version-history":[{"count":0,"href":"https:\/\/theexchain.com\/zh\/wp-json\/wp\/v2\/posts\/3343\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/theexchain.com\/zh\/wp-json\/wp\/v2\/media\/3342"}],"wp:attachment":[{"href":"https:\/\/theexchain.com\/zh\/wp-json\/wp\/v2\/media?parent=3343"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/theexchain.com\/zh\/wp-json\/wp\/v2\/categories?post=3343"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/theexchain.com\/zh\/wp-json\/wp\/v2\/tags?post=3343"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}