{"id":2061,"date":"2023-05-30T07:12:00","date_gmt":"2023-05-30T11:12:00","guid":{"rendered":"https:\/\/hftarbitrageplatform.com\/?p=2061"},"modified":"2023-05-30T08:04:12","modified_gmt":"2023-05-30T12:04:12","slug":"%e5%a4%96%e6%b1%87%e5%89%a5%e5%a4%b4%e7%9a%ae%e4%b8%8e%e5%a4%96%e6%b1%87%e5%a5%97%e5%88%a9","status":"publish","type":"post","link":"https:\/\/hftarbitrageplatform.com\/zh\/forex-scalping-vs-forex-arbitrage\/","title":{"rendered":"\u5916\u6c47\u5957\u5229\u4e0e\u5916\u6c47\u5265\u5934\u76ae\uff1a\u63ed\u5f00\u5feb\u8282\u594f\u4ea4\u6613\u7684\u795e\u79d8\u9762\u7eb1"},"content":{"rendered":"<p>\u5728\u60ca\u5fc3\u52a8\u9b44\u7684\u5916\u6c47\uff08Forex\uff09\u4ea4\u6613\u4e16\u754c\u4e2d\uff0c\u6709\u4e24\u79cd\u7b56\u7565\u5df2\u6210\u4e3a\u4ea4\u6613\u8005\u4ece\u5fae\u5c0f\u7684\u4ef7\u683c\u53d8\u5316\u4e2d\u5feb\u901f\u83b7\u5229\u7684\u9996\u9009\uff1a\u5916\u6c47\u5265\u5934\u76ae\u548c\u5916\u6c47\u5957\u5229\u3002\u8fd9\u4e24\u79cd\u9ad8\u901f\u7b56\u7565\u90fd\u9700\u8981\u7279\u5b9a\u7684\u5de5\u5177\u3001\u7075\u6d3b\u7684\u51b3\u7b56\u4ee5\u53ca\u5bf9\u5916\u6c47\u5e02\u573a\u7684\u6df1\u523b\u7406\u89e3\u3002\u4e0d\u8fc7\uff0c\u8fd9\u4e24\u79cd\u7b56\u7565\u90fd\u9075\u5faa\u4e0d\u540c\u7684\u539f\u5219\uff0c\u5404\u6709\u5229\u5f0a\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5916\u6c47\u5957\u5229<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.investopedia.com\/articles\/forex\/11\/beginners-guide-forex-scalping.asp\">\u5916\u6c47\u5265\u5934\u76ae<\/a> \u662f\u5916\u6c47\u4ea4\u6613\u8005\u4f7f\u7528\u7684\u4e00\u79cd\u4ea4\u6613\u7b56\u7565\uff0c\u5373\u4e70\u5165\u6216\u5356\u51fa\u8d27\u5e01\u5bf9\uff0c\u7136\u540e\u77ed\u671f\u6301\u6709\uff0c\u8bd5\u56fe\u4ece\u4e2d\u83b7\u5229\u3002\u4f7f\u7528\u8fd9\u79cd\u7b56\u7565\u7684\u4ea4\u6613\u8005\u65e8\u5728\u4ece\u5fae\u5c0f\u7684\u4ef7\u683c\u53d8\u5316\u4e2d\u83b7\u5229\uff0c\u901a\u5e38\u5728\u51e0\u5206\u949f\u5185\u8fdb\u5165\u548c\u9000\u51fa\u4ea4\u6613\u3002.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5916\u6c47\u5957\u5229\u7684\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u964d\u4f4e\u98ce\u9669\uff1a\u4ea4\u6613\u8005\u4e0d\u4f1a\u957f\u671f\u6301\u6709\u5934\u5bf8\uff0c\u4ece\u800c\u9650\u5236\u4e86\u4ed6\u4eec\u9762\u5bf9\u53ef\u80fd\u5bfc\u81f4\u91cd\u5927\u635f\u5931\u7684\u4e0d\u53ef\u9884\u6d4b\u5e02\u573a\u4e8b\u4ef6\u7684\u98ce\u9669\u3002.<\/li>\n\n\n\n<li>\u8584\u5229\u591a\u9500\uff1a\u867d\u7136\u6bcf\u7b14\u4ea4\u6613\u90fd\u80fd\u8d5a\u53d6\u5fae\u8584\u7684\u5229\u6da6\uff0c\u4f46\u591a\u6b21\u4ea4\u6613\u7684\u7d2f\u79ef\u6548\u5e94\u4f1a\u5e26\u6765\u53ef\u89c2\u7684\u6536\u76ca\u3002.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u5916\u6c47\u5957\u5229\u7684\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ea4\u6613\u6210\u672c\u9ad8\uff1a\u9891\u7e41\u4e70\u5356\u8d27\u5e01\u5bf9\u610f\u5473\u7740\u4ea4\u6613\u8005\u9700\u8981\u66f4\u9891\u7e41\u5730\u652f\u4ed8\u70b9\u5dee\u6216\u4f63\u91d1\uff0c\u8fd9\u4f1a\u4fb5\u8680\u4ed6\u4eec\u7684\u5229\u6da6\u3002.<\/li>\n\n\n\n<li>\u9700\u8981\u65f6\u95f4\u548c\u6ce8\u610f\u529b\uff1a\u5265\u5934\u76ae\u9700\u8981\u6301\u7eed\u76d1\u63a7\u5916\u6c47\u5e02\u573a\uff0c\u56e0\u4e3a\u4ea4\u6613\u8005\u9700\u8981\u5bf9\u5fae\u5c0f\u7684\u4ef7\u683c\u53d8\u5316\u8fc5\u901f\u505a\u51fa\u53cd\u5e94\u3002.<\/li>\n\n\n\n<li>\u538b\u529b\u5927\uff1a\u9274\u4e8e\u5265\u5934\u76ae\u7684\u5feb\u8282\u594f\u6027\u8d28\uff0c\u5b83\u53ef\u80fd\u4f1a\u7ed9\u4eba\u5e26\u6765\u538b\u529b\uff0c\u5c24\u5176\u662f\u5bf9\u65b0\u4ea4\u6613\u8005\u800c\u8a00\u3002.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5916\u6c47\u5957\u5229<\/h2>\n\n\n\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u5916\u6c47\u5957\u5229\u662f\u4e00\u79cd\u5229\u7528\u4e0d\u540c\u5e02\u573a\u6216\u4e0d\u540c\u5916\u6c47\u8d27\u5e01\u5bf9\u4ef7\u683c\u5dee\u5f02\u7684\u7b56\u7565\u3002\u4f7f\u7528\u8fd9\u79cd\u65b9\u6cd5\u7684\u4ea4\u6613\u8005\u5728\u4e00\u4e2a\u5e02\u573a\u4e0a\u4ee5\u8f83\u4f4e\u7684\u4ef7\u683c\u4e70\u5165\u8d27\u5e01\u5bf9\uff0c\u540c\u65f6\u5728\u53e6\u4e00\u4e2a\u5e02\u573a\u4e0a\u4ee5\u8f83\u9ad8\u7684\u4ef7\u683c\u5356\u51fa\u3002.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5916\u6c47\u5957\u5229\u7684\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65e0\u98ce\u9669\u5229\u6da6\uff1a\u5982\u679c\u6267\u884c\u5b8c\u7f8e\uff0c\u5957\u5229\u53ef\u4ee5\u63d0\u4f9b\u65e0\u98ce\u9669\u5229\u6da6\uff0c\u56e0\u4e3a\u5b83\u6d89\u53ca\u540c\u65f6\u4e70\u5165\u548c\u5356\u51fa\u4ea4\u6613\u3002.<\/li>\n\n\n\n<li>\u4e0d\u4f9d\u8d56\u5e02\u573a\u8d8b\u52bf\uff1a\u4e0e\u5176\u4ed6\u4ea4\u6613\u7b56\u7565\u4e0d\u540c\u3001, <a href=\"https:\/\/hftarbitrageplatform.com\/zh\/%e4%bb%80%e4%b9%88%e6%98%af%e5%a5%97%e5%88%a9%e4%ba%a4%e6%98%93\/\">\u5916\u6c47\u5957\u5229<\/a> \u4e0d\u4f9d\u8d56\u4e8e\u5e02\u573a\u8d8b\u52bf\u3002.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u5916\u6c47\u5957\u5229\u7684\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9700\u8981\u5148\u8fdb\u7684\u5de5\u5177\uff1a\u8981\u53d1\u73b0\u5957\u5229\u673a\u4f1a\uff0c\u4ea4\u6613\u8005\u9700\u8981\u590d\u6742\u7684\u8f6f\u4ef6\u5de5\u5177\uff0c\u901a\u5e38\u8fd8\u9700\u8981\u9ad8\u901f\u7f51\u7edc\u8fde\u63a5\u3002.<\/li>\n\n\n\n<li>\u673a\u4f1a\u6e3a\u832b\uff1a\u5957\u5229\u673a\u4f1a\u5f88\u5c11\uff0c\u800c\u4e14\u5f80\u5f80\u4f1a\u968f\u7740\u5e02\u573a\u7ea0\u6b63\u4ef7\u683c\u5dee\u5f02\u800c\u8fc5\u901f\u6d88\u5931\u3002.<\/li>\n\n\n\n<li>\u9700\u8981\u9ad8\u989d\u6295\u8d44\uff1a\u7531\u4e8e\u5957\u5229\u7684\u5229\u6da6\u7a7a\u95f4\u5f88\u5c0f\uff0c\u4ea4\u6613\u8005\u901a\u5e38\u9700\u8981\u5927\u91cf\u8d44\u91d1\u624d\u80fd\u83b7\u5f97\u53ef\u89c2\u7684\u56de\u62a5\u3002.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5957\u5229\u4e0e\u5265\u5934\u76ae\uff1a\u7ed3\u8bba<\/h3>\n\n\n\n<p>\u5728\u5265\u5934\u76ae\u548c\u5957\u5229\u4e4b\u95f4\u505a\u51fa\u9009\u62e9\uff0c\u6700\u7ec8\u53d6\u51b3\u4e8e\u4ea4\u6613\u8005\u7684\u504f\u597d\u3001\u98ce\u9669\u627f\u53d7\u80fd\u529b\u3001\u8d44\u6e90\u548c\u7ecf\u9a8c\u6c34\u5e73\u3002.<\/p>\n\n\n\n<p>\u5957\u5229\u53ef\u80fd\u9002\u5408\u90a3\u4e9b\u6709\u5145\u8db3\u7684\u65f6\u95f4\u76d1\u63a7\u5e02\u573a\u3001\u53ef\u4ee5\u8fdb\u884c\u5927\u91cf\u4ea4\u6613\u5e76\u80fd\u627f\u53d7\u5feb\u901f\u51b3\u7b56\u5e26\u6765\u7684\u538b\u529b\u7684\u4ea4\u6613\u8005\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5957\u5229\u53ef\u80fd\u66f4\u9002\u5408\u80fd\u591f\u4f7f\u7528\u590d\u6742\u5de5\u5177\u548c\u62e5\u6709\u5927\u91cf\u8d44\u91d1\u7684\u4ea4\u6613\u8005\u3002\u8fd8\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u867d\u7136\u5957\u5229\u5982\u679c\u6267\u884c\u5f97\u5f53\u53ef\u4ee5\u5e26\u6765\u65e0\u98ce\u9669\u5229\u6da6\uff0c\u4f46\u673a\u4f1a\u76f8\u5bf9\u8f83\u5c11\uff0c\u800c\u4e14\u9700\u8981\u95ea\u7535\u822c\u7684\u6267\u884c\u901f\u5ea6\u3002\u5f52\u6839\u7ed3\u5e95\uff0c\u65e0\u8bba\u9009\u62e9\u54ea\u79cd\u7b56\u7565\uff0c\u4ea4\u6613\u8005\u90fd\u5e94\u786e\u4fdd\u81ea\u5df1\u4e86\u89e3\u5176\u4e2d\u7684\u590d\u6742\u6027\u548c\u98ce\u9669\uff0c\u5e76\u786e\u4fdd\u8be5\u7b56\u7565\u7b26\u5408\u81ea\u5df1\u7684\u603b\u4f53\u4ea4\u6613\u76ee\u6807\u3002\u6210\u529f\u7684\u4ea4\u6613\u4e0d\u4ec5\u4ec5\u662f\u9009\u62e9\u6b63\u786e\u7684\u7b56\u7565\uff0c\u66f4\u91cd\u8981\u7684\u662f\u638c\u63e1\u8be5\u7b56\u7565\u5e76\u4f7f\u5176\u4e3a\u4f60\u6240\u7528\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6280\u672f\u8fdb\u6b65\u548c\u5957\u5229\u4e0e\u5265\u5934\u76ae<\/h3>\n\n\n\n<p>\u4e0e\u8bb8\u591a\u5176\u4ed6\u5546\u4e1a\u548c\u91d1\u878d\u9886\u57df\u4e00\u6837\uff0c\u6280\u672f\u5bf9\u5916\u6c47\u5e02\u573a\u4ea7\u751f\u4e86\u6df1\u8fdc\u5f71\u54cd\uff0c\u6539\u53d8\u4e86\u4ea4\u6613\u8005\u5904\u7406\u5265\u5934\u76ae\u548c\u5957\u5229\u7684\u65b9\u5f0f\u3002.<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u5265\u5934\u76ae\u8005\u6765\u8bf4\uff0c\u6280\u672f\u7684\u8fdb\u6b65\u610f\u5473\u7740\u4ed6\u4eec\u73b0\u5728\u53ef\u4ee5\u4f7f\u7528\u7b97\u6cd5\u4ea4\u6613\u6216\u5265\u5934\u76ae\u673a\u5668\u4eba\u3002\u8fd9\u4e9b\u673a\u5668\u4eba\u6267\u884c\u4ea4\u6613\u7684\u901f\u5ea6\u6bd4\u4eba\u7c7b\u4ea4\u6613\u5458\u5feb\u5f97\u591a\uff0c\u901a\u5e38\u53ea\u9700\u51e0\u5206\u4e4b\u4e00\u79d2\u3002\u8fd9\u4f7f\u5f97\u5265\u5934\u76ae\u8005\u751a\u81f3\u53ef\u4ee5\u5229\u7528\u6700\u77ed\u6682\u7684\u5e02\u573a\u6ce2\u52a8\u3002\u4e0d\u8fc7\uff0c\u867d\u7136\u8fd9\u4e9b\u673a\u5668\u4eba\u53ef\u4ee5\u589e\u52a0\u76c8\u5229\u4ea4\u6613\u7684\u6570\u91cf\uff0c\u4f46\u5982\u679c\u5e02\u573a\u8d70\u52bf\u4e0e\u4ea4\u6613\u8005\u7684\u5934\u5bf8\u80cc\u9053\u800c\u9a70\uff0c\u5b83\u4eec\u4e5f\u4f1a\u6269\u5927\u635f\u5931\u3002.<\/p>\n\n\n\n<p>\u5957\u5229\u8005\u4e5f\u53d7\u5230\u4e86\u6280\u672f\u7684\u6df1\u523b\u5f71\u54cd\u3002\u9ad8\u9891\u4ea4\u6613\u7b97\u6cd5\u7684\u51fa\u73b0\u610f\u5473\u7740\u5957\u5229\u8005\u53ef\u4ee5\u6bd4\u4ee5\u5f80\u66f4\u5feb\u5730\u53d1\u73b0\u548c\u5229\u7528\u4ef7\u683c\u5dee\u5f02\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u7b97\u6cd5\u7684\u4f7f\u7528\u4e5f\u610f\u5473\u7740\u5957\u5229\u673a\u4f1a\u6bd4\u4ee5\u5f80\u6d88\u5931\u5f97\u66f4\u5feb\u3002\u8fd9\u4e5f\u5bfc\u81f4\u7ade\u4e89\u52a0\u5267\uff0c\u8bb8\u591a\u5957\u5229\u8005\u4f7f\u7528\u7c7b\u4f3c\u7684\u7b97\u6cd5\u6765\u8ffd\u9010\u6570\u91cf\u6709\u9650\u7684\u673a\u4f1a\u3002.<\/p>\n\n\n\n<p>\u60c5\u7eea\u590d\u539f\u529b\uff1a\u88ab\u4f4e\u4f30\u7684\u56e0\u7d20<br>\u867d\u7136\u7b56\u7565\u3001\u5de5\u5177\u548c\u8d44\u91d1\u5bf9\u5265\u5934\u76ae\u548c\u5957\u5229\u90fd\u81f3\u5173\u91cd\u8981\uff0c\u4f46\u5728\u8fd9\u4e9b\u9ad8\u538b\u4ea4\u6613\u7b56\u7565\u4e2d\uff0c\u60c5\u7eea\u97e7\u6027\u5f80\u5f80\u662f\u6210\u8d25\u7684\u5173\u952e\u3002.<\/p>\n\n\n\n<p>\u7531\u4e8e\u4ea4\u6613\u9891\u7387\u5f88\u9ad8\uff0c\u5265\u5934\u76ae\u8005\u9700\u8981\u4fdd\u6301\u5934\u8111\u51b7\u9759\uff0c\u575a\u6301\u81ea\u5df1\u7684\u4ea4\u6613\u8ba1\u5212\uff0c\u5373\u4f7f\u5e02\u573a\u4f3c\u4e4e\u5bf9\u4ed6\u4eec\u4e0d\u5229\u3002\u4ed6\u4eec\u9700\u8981\u6709\u8db3\u591f\u7684\u7eaa\u5f8b\u6027\uff0c\u77e5\u9053\u4f55\u65f6\u9000\u51fa\u4e8f\u635f\u4ea4\u6613\uff0c\u5e76\u6709\u8db3\u591f\u7684\u8010\u5fc3\u7b49\u5f85\u76c8\u5229\u4ea4\u6613\u8fbe\u5230\u76c8\u5229\u76ee\u6807\u3002.<\/p>\n\n\n\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u5957\u5229\u8005\u9700\u8981\u5728\u9ad8\u901f\u3001\u9ad8\u98ce\u9669\u7684\u64cd\u4f5c\u73af\u5883\u4e2d\u4fdd\u6301\u51b7\u9759\u3002\u4ed6\u4eec\u5fc5\u987b\u6709\u8db3\u591f\u7684\u60c5\u611f\u529b\u91cf\u6765\u76f8\u4fe1\u81ea\u5df1\u590d\u6742\u7684\u7b97\u6cd5\uff0c\u5373\u4f7f\u8fd9\u4e9b\u7b97\u6cd5\u4f3c\u4e4e\u5728\u8fdb\u884c\u8fdd\u80cc\u76f4\u89c9\u7684\u4ea4\u6613\u3002.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u603b\u7ed3<\/h4>\n\n\n\n<p>\u603b\u4e4b\uff0c\u5265\u5934\u76ae\u548c\u5957\u5229\u5404\u6709\u5229\u5f0a\uff0c\u90fd\u9700\u8981\u6df1\u5165\u4e86\u89e3\u5916\u6c47\u5e02\u573a\u3002\u5728\u9009\u62e9\u8fd9\u4e24\u79cd\u7b56\u7565\u65f6\uff0c\u4e0d\u4ec5\u8981\u8003\u8651\u6f5c\u5728\u5229\u6da6\uff0c\u8fd8\u8981\u8003\u8651\u6240\u6d89\u53ca\u7684\u98ce\u9669\u3001\u53ef\u7528\u8d44\u91d1\u4ee5\u53ca\u4e2a\u4eba\u4ea4\u6613\u98ce\u683c\u548c\u98ce\u9669\u627f\u53d7\u80fd\u529b\u3002.<\/p>\n\n\n\n<p>\u8bf7\u8bb0\u4f4f\uff0c\u5728\u5916\u6c47\u4ea4\u6613\u7684\u4e16\u754c\u91cc\uff0c\u6ca1\u6709\u653e\u4e4b\u56db\u6d77\u800c\u7686\u51c6\u7684\u7b56\u7565\u3002\u6210\u529f\u5f80\u5f80\u6765\u81ea\u4e8e\u5bf9\u6240\u9009\u7b56\u7565\u7684\u6df1\u523b\u7406\u89e3\u3001\u4e25\u683c\u6267\u884c\u3001\u4e0d\u65ad\u5b66\u4e60\u4ee5\u53ca\u9762\u5bf9\u5e02\u573a\u6ce2\u52a8\u65f6\u7684\u60c5\u7eea\u97e7\u6027\u3002\u56e0\u6b64\uff0c\u65e0\u8bba\u60a8\u9009\u62e9\u5265\u5934\u76ae\u8fd8\u662f\u5957\u5229\uff0c\u90fd\u8981\u786e\u4fdd\u5b83\u7b26\u5408\u60a8\u7684\u76ee\u6807\u3001\u8d44\u6e90\u548c\u4ea4\u6613\u8005\u4e2a\u6027\u3002.<\/p>\n\n\n\n<p>\u4e0b\u9762\u662f\u8fd9\u4e24\u79cd\u7b56\u7565\u7684 Python \u4ee3\u7801\u793a\u4f8b\u3002\u8bf7\u6ce8\u610f\uff0c\u8fd9\u4e9b\u90fd\u662f\u7b80\u5316\u793a\u4f8b\uff0c\u4ec5\u4f9b\u6559\u5b66\u4f7f\u7528\u3002\u5728\u5b9e\u9645\u60c5\u51b5\u4e2d\uff0c\u60a8\u53ef\u80fd\u9700\u8981\u66f4\u590d\u6742\u7684\u6a21\u578b\u6765\u8003\u8651\u4ea4\u6613\u6210\u672c\u3001\u5ef6\u8fdf\u7b49\u5404\u79cd\u56e0\u7d20\u3002.<\/p>\n\n\n\n<p>\u8fd8\u8bf7\u6ce8\u610f\uff0c\u4f7f\u7528\u8fd9\u4e9b\u7b56\u7565\u8fdb\u884c\u5b9e\u76d8\u4ea4\u6613\u6d89\u53ca\u91cd\u5927\u98ce\u9669\uff0c\u56e0\u6b64\u5728\u90e8\u7f72\u8fd9\u4e9b\u7b56\u7565\u4e4b\u524d\uff0c\u5145\u5206\u4e86\u89e3\u5e76\u5f7b\u5e95\u6d4b\u8bd5\u5b83\u4eec\u81f3\u5173\u91cd\u8981\u3002.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Python \u4e2d\u7684\u5916\u6c47\u5265\u5934\u76ae\u7b56\u7565<\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>import pandas as pd\r\nimport numpy as np\r\nfrom sklearn.linear_model import LinearRegression\r\nfrom sklearn.model_selection import train_test_split\r\n\r\n# \u52a0\u8f7d\u5916\u6c47\u6570\u636e\r\ndata = pd.read_csv('EURUSD_1h.csv')\r\n\r\n# \u8ba1\u7b97\u79fb\u52a8\u5e73\u5747\u503c\r\ndata['MA'] = data['Close'].rolling(window=10).mean()\r\n\r\n# \u5b9a\u4e49\u4ea4\u6613\u7b56\u7565\r\ndef scalping_strategy(data)\uff1a\r\n    \u4e70\u5165 = []\r\n    \u5356\u51fa = []\r\n    \u6807\u5fd7 = -1\r\n\r\n    # \u5faa\u73af\u6570\u636e\r\n    for i in range(len(data))\uff1a\r\n        if data['Close'][i]  data['MA'][i]\uff1a\r\n            if flag != 0\uff1a\r\n                Buy.append(np.nan)\r\n                Sell.append(data['Close'][i])\r\n                flag = 0\r\n            \u5426\u5219\r\n                Buy.append(np.nan)\r\n                Sell.append(np.nan)\r\n        \u5426\u5219\uff1a Buy.append(np.nan) Sell.append(np.nan)\r\n            Buy.append(np.nan)\r\n            Sell.append(np.nan)\r\n\r\n    \u8fd4\u56de (Buy, Sell)\r\n\r\n# \u5e94\u7528\u7b56\u7565\r\ndata['Buy_Signal_Price'] = scalping_strategy(data)[0]\u3002\r\ndata['Sell_Signal_Price'] = scalping_strategy(\u6570\u636e)[1]\r\n\r\n# \u6253\u5370\u6570\u636e\r\nprint(data)<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Python \u4e2d\u7684\u5916\u6c47\u5957\u5229\u7b56\u7565<\/strong><\/h4>\n\n\n\n<pre class=\"wp-block-code\"><code>import pandas as pd\r\n\r\n# \u5047\u8bbe\u6211\u4eec\u6709\u6765\u81ea\u4e24\u5bb6\u7ecf\u7eaa\u5546\u7684\u540c\u4e00\u8d27\u5e01\u5bf9\u7684\u4ef7\u683c\u6570\u636e\r\nbroker1 = pd.read_csv('broker1_EURUSD.csv')\r\nbroker2 = pd.read_csv('broker2_EURUSD.csv')\r\n\r\n# \u5b9a\u4e49\u5957\u5229\u7b56\u7565\r\ndef arbitrage_strategy(broker1, broker2)\uff1a\r\n    \u4e70\u5165 = []\r\n    \u5356\u51fa = []\r\n    \r\n    # \u5faa\u73af\u6570\u636e\r\n    for i in range(len(broker1))\uff1a\r\n        if broker1['Close'][i] &lt; broker2[&#039;Close&#039;][i]\uff1a\r\n            Buy.append(broker1[&#039;Close&#039;][i])\r\n            Sell.append(broker2[&#039;Close&#039;][i])\r\n        \u5426\u5219\r\n            Buy.append(np.nan)\r\n            Sell.append(np.nan)\r\n\r\n    \u8fd4\u56de (Buy, Sell)\r\n\r\n# \u5e94\u7528\u7b56\u7565\r\nbroker1[&#039;Buy_Signal_Price&#039;] = arbitrage_strategy(broker1, broker2)[0]\r\nbroker2[&#039;Sell_Signal_Price&#039;] = arbitrage_strategy(broker1, broker2)[1]\r\n\r\n# \u6253\u5370\u6570\u636e\r\nprint(broker1)\r\nprint(broker2)\r\n<\/code><\/pre>\n\n\n\n<p>\u4e0a\u8ff0\u793a\u4f8b\u975e\u5e38\u7b80\u5355\uff0c\u5e94\u4f5c\u4e3a\u5236\u5b9a\u66f4\u590d\u6742\u7b56\u7565\u7684\u8d77\u70b9\u3002\u8fd9\u4e24\u4e2a\u811a\u672c\u90fd\u5047\u8bbe\u4e86\u7406\u60f3\u7684\u4ea4\u6613\u6761\u4ef6\uff0c\u6ca1\u6709\u8003\u8651\u4ea4\u6613\u6210\u672c\uff08\u5982\u70b9\u5dee\u3001\u4f63\u91d1\u3001\u6ed1\u70b9\uff09\u6216\u652f\u6301\u8fd9\u4e9b\u4ea4\u6613\u6240\u9700\u7684\u8d26\u6237\u4f59\u989d\u3002\u540c\u6837\u91cd\u8981\u7684\u662f\u8981\u8bb0\u4f4f\uff0c\u7ecf\u7eaa\u5546\u7684\u6570\u636e\u9988\u9001\u53ef\u80fd\u4e0d\u540c\uff0c\u6267\u884c\u5ef6\u8fdf\u53ef\u80fd\u4f1a\u4e25\u91cd\u5f71\u54cd\u5957\u5229\u7b56\u7565\u7684\u7ed3\u679c\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>In the thrilling world of foreign exchange (forex) trading, two strategies have emerged as go-to options for traders aiming to make quick profits from minute price changes: Forex scalping and Forex arbitrage. Both of these high-speed strategies require specific tools, nimble decision-making, and deep understanding of the forex market. However, each operates on distinct principles [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary conversions-read-more-link\" href=\"https:\/\/hftarbitrageplatform.com\/zh\/forex-scalping-vs-forex-arbitrage\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":2063,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[94],"tags":[],"class_list":["post-2061","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-arbitrage-software-for-forex"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Forex Scalping vs Forex Arbitrage: Unveiling the Dynamics of Fast-Paced Trading - HFT Arbitrage Platfrom -Arbitrage Software for Forex &amp; Cryptocurrencies Markets<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/hftarbitrageplatform.com\/zh\/\u5916\u6c47\u5265\u5934\u76ae\u4e0e\u5916\u6c47\u5957\u5229\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Forex Scalping vs Forex Arbitrage: Unveiling the Dynamics of Fast-Paced Trading - HFT Arbitrage Platfrom -Arbitrage Software for Forex &amp; Cryptocurrencies Markets\" \/>\n<meta property=\"og:description\" content=\"In the thrilling world of foreign exchange (forex) trading, two strategies have emerged as go-to options for traders aiming to make quick profits from minute price changes: Forex scalping and Forex arbitrage. Both of these high-speed strategies require specific tools, nimble decision-making, and deep understanding of the forex market. 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