{"id":3444,"date":"2026-02-04T13:51:53","date_gmt":"2026-02-04T05:51:53","guid":{"rendered":"https:\/\/deptweb.cycu.edu.tw\/qic\/?p=3444"},"modified":"2026-02-05T13:53:36","modified_gmt":"2026-02-05T05:53:36","slug":"%e4%b8%ad%e5%8e%9f%e5%a4%a7%e5%ad%b8%e9%87%8f%e5%ad%90%e9%87%91%e8%9e%8d%e7%a0%94%e7%a9%b6%e8%ba%8d%e4%b8%8a%e5%9c%8b%e9%9a%9b%ef%bc%81%e7%99%bb-nature-%e7%b3%bb%e5%88%97%e6%9c%9f%e5%88%8a","status":"publish","type":"post","link":"https:\/\/deptweb.cycu.edu.tw\/qic\/%e4%b8%ad%e5%8e%9f%e5%a4%a7%e5%ad%b8%e9%87%8f%e5%ad%90%e9%87%91%e8%9e%8d%e7%a0%94%e7%a9%b6%e8%ba%8d%e4%b8%8a%e5%9c%8b%e9%9a%9b%ef%bc%81%e7%99%bb-nature-%e7%b3%bb%e5%88%97%e6%9c%9f%e5%88%8a\/","title":{"rendered":"\u4e2d\u539f\u5927\u5b78\u91cf\u5b50\u91d1\u878d\u7814\u7a76\u6210\u679c\u767b\u4e0a\u300aNature\u300b\u7cfb\u5217\u671f\u520a \u651c\u624b\u570b\u969b\u9802\u5c16\u5718\u968a\u958b\u5275 FinTech \u65b0\u61c9\u7528"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3444\" class=\"elementor elementor-3444\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6b49cca elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6b49cca\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-26c01f5\" data-id=\"26c01f5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-92fc7b9 elementor-widget elementor-widget-text-editor\" data-id=\"92fc7b9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2 style=\"text-align: left;\"><strong>\u651c\u624b\u82f1\u570b\u5e1d\u570b\u7406\u5de5\u8207 NVIDIA \u6253\u9020\u300cSmart 1\/N\u300d\u6295\u8cc7\u65b0\u7b56\u7565<\/strong><\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6190793 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6190793\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6fd73b9\" data-id=\"6fd73b9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-17cfe7b elementor-widget elementor-widget-text-editor\" data-id=\"17cfe7b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong><a href=\"https:\/\/www.cycu.edu.tw\/?p=41717\">\u4e2d\u539f\u5927\u5b78\u91cf\u5b50\u91d1\u878d\u7814\u7a76\u6210\u679c\u767b\u4e0a\u300aNature\u300b\u7cfb\u5217\u671f\u520a \u651c\u624b\u570b\u969b\u9802\u5c16\u5718\u968a\u958b\u5275 FinTech \u65b0\u61c9\u7528<\/a>\u7a81\u7834\u50b3\u7d71\u91d1\u878d\u6a21\u578b\u9650\u5236\uff0c\u5927\u5e45\u63d0\u5347\u7372\u5229\u6307\u6a19\u4e26\u964d\u4f4e\u4ea4\u6613\u6210\u672c<\/strong><\/p>\n<p>\u3010\u6843\u5712\u8a0a\u3011<\/p>\n<p>\u91cf\u5b50\u8a08\u7b97\u6280\u8853\u5728\u91d1\u878d\u79d1\u6280\uff08FinTech\uff09\u9818\u57df\u53d6\u5f97\u91cd\u5927\u7a81\u7834\uff01\u7531<strong>\u4e2d\u539f\u5927\u5b78\u91cf\u5b50\u8cc7\u8a0a\u4e2d\u5fc3\u5f35\u664f\u745e\u52a9\u7406\u6559\u6388<\/strong>\uff08Yen Jui Chang\uff09\u6240\u9818\u5c0e\u7684\u8de8\u570b\u7814\u7a76\u5718\u968a\uff0c\u6210\u529f\u958b\u767c\u51fa\u4e00\u7a2e\u540d\u70ba\u300c\u91cf\u5b50\u96a8\u6a5f\u6f2b\u6b65\uff08Quantum Stochastic Walks, QSW\uff09\u300d\u7684\u6295\u8cc7\u7d44\u5408\u512a\u5316\u6280\u8853\u3002\u8a72\u7814\u7a76\u4e0d\u50c5\u63d0\u51fa\u5275\u65b0\u7684\u300cSmart 1\/N\u300d\u6295\u8cc7\u7b56\u7565\uff0c\u80fd\u986f\u8457\u63d0\u5347\u6295\u8cc7\u56de\u5831\u4e26\u964d\u4f4e\u4ea4\u6613\u6210\u672c\uff0c\u66f4\u7372\u5f97\u570b\u969b\u9ad8\u5ea6\u80af\u5b9a\uff0c\u7814\u7a76\u6210\u679c\u5df2\u65bc\u8fd1\u65e5\u767c\u8868\u65bc <strong>Nature Portfolio<\/strong><strong>\uff08\u81ea\u7136\u53ca\u5176\u5b50\u520a\uff09<\/strong> \u65d7\u4e0b\u7684\u570b\u969b\u9802\u5c16\u671f\u520a <strong>\u300a<\/strong><strong>npj Unconventional Computing<\/strong><strong>\u300b<\/strong> \u3002<\/p>\n<p>\u9019\u9805\u7814\u7a76\u96c6\u7d50\u4e86\u53f0\u7063\u8207\u82f1\u570b\u7684\u5b78\u8853\u80fd\u91cf\uff0c\u4e26\u7372\u5f97 AI \u6676\u7247\u9f8d\u982d <strong>NVIDIA<\/strong> \u7684\u6280\u8853\u652f\u63f4\u3002\u5718\u968a\u6210\u54e1\u5305\u62ec\u4e2d\u539f\u5927\u5b78\u5f35\u664f\u745e\u6559\u6388\u3001\u5f35\u6176\u745e\u6559\u6388\u8207\u7814\u7a76\u5718\u968a\u4ee5\u53ca<strong>\u82f1\u570b\u5e1d\u570b\u7406\u5de5\u5b78\u9662\uff08<\/strong><strong>Imperial College London<\/strong><strong>\uff09<\/strong> \u7684\u9673\u51a0\u4e1e\u535a\u58eb\uff08Kuan-Cheng Chen\uff09\u7b49\u4eba\uff0c\u5c55\u73fe\u4e86\u4e2d\u539f\u5927\u5b78\u5728\u8de8\u570b\u5b78\u8853\u5408\u4f5c\u4e0a\u7684\u6df1\u539a\u5be6\u529b \u3002<\/p>\n<p><strong>\u9996\u5275\u300c<\/strong><strong>Smart 1\/N<\/strong><strong>\u300d\u7b56\u7565\uff1a\u8b93\u6295\u8cc7\u66f4\u8070\u660e\u3001\u66f4\u7701\u9322<\/strong><\/p>\n<p>\u50b3\u7d71\u7684\u91d1\u878d\u6295\u8cc7\u6a21\u578b\uff08\u5982\u99ac\u53ef\u7dad\u8332\u7684\u5747\u503c-\u65b9\u5dee\u6a21\u578b\uff09\u96d6\u7136\u7406\u8ad6\u5b8c\u7f8e\uff0c\u4f46\u5728\u5be6\u969b\u64cd\u4f5c\u4e0a\u5e38\u9762\u81e8\u300c\u4f30\u8a08\u8aa4\u5dee\u300d\u8207\u300c\u904e\u5ea6\u4ea4\u6613\u300d\u7684\u6311\u6230\uff0c\u5c0e\u81f4\u624b\u7e8c\u8cbb\u4fb5\u8755\u7372\u5229 \u3002\u53e6\u4e00\u65b9\u9762\uff0c\u6700\u7c21\u55ae\u7684\u300c\u5e73\u5206\u6cd5\uff081\/N\uff09\u300d\u7b56\u7565\u96d6\u7136\u7a69\u5065\uff0c\u537b\u7121\u6cd5\u5229\u7528\u5e02\u5834\u6578\u64da\u4f86\u512a\u5316\u5831\u916c \u3002<\/p>\n<p>\u4e2d\u539f\u5927\u5b78\u5718\u968a\u63d0\u51fa\u7684 QSW \u6f14\u7b97\u6cd5\uff0c\u5de7\u5999\u7d50\u5408\u4e86\u91cf\u5b50\u529b\u5b78\u7684\u5e72\u6d89\u6548\u61c9\u8207\u50b3\u7d71\u96a8\u6a5f\u6f2b\u6b65\u7684\u7a69\u5b9a\u6027\uff0c\u5275\u9020\u51fa\u4e00\u7a2e <strong>\u300c<\/strong><strong>Smart 1\/N<\/strong><strong>\u300d<\/strong>\uff08\u667a\u6167\u578b\u5e73\u5206\u7b56\u7565\uff09\u3002<\/p>\n<p>\u5f35\u664f\u745e\u6559\u6388\u8868\u793a\uff1a\u300c\u6211\u5011\u7684\u6a21\u578b\u8b93\u6295\u8cc7\u7d44\u5408\u7dad\u6301\u5728\u5982\u540c 1\/N \u822c\u7684\u9ad8\u5ea6\u5206\u6563\u98a8\u96aa\u72c0\u614b\uff0c\u4f46\u540c\u6642\u5229\u7528\u91cf\u5b50\u6f14\u7b97\u6cd5\u6355\u6349\u5e02\u5834\u4e2d\u6f5b\u5728\u7684\u7372\u5229\u6a5f\u6703\u9032\u884c\u5fae\u8abf\u3002\u9019\u5c31\u50cf\u662f\u5728\u6975\u5ea6\u5b89\u5168\u7684\u57fa\u790e\u4e0a\uff0c\u52a0\u4e0a\u4e86\u667a\u6167\u5c0e\u822a\u3002\u300d<\/p>\n<p><strong>\u5be6\u8b49\u6578\u64da\u4eae\u773c\uff1a\u7372\u5229\u6307\u6a19\u63d0\u5347\u3001\u4ea4\u6613\u6210\u672c\u9a5f\u964d<\/strong><\/p>\n<p>\u7814\u7a76\u5718\u968a\u5229\u7528 S&amp;P 500 \u6307\u6578\u6210\u5206\u80a1\u9032\u884c\u9577\u9054 34 \u5e74\uff081990-2024\uff09\u7684\u6b77\u53f2\u56de\u6e2c\uff0c\u7d50\u679c\u986f\u793a\u300cSmart 1\/N\u300d\u7b56\u7565\u8868\u73fe\u512a\u7570 \uff1a<\/p>\n<ul>\n<li><strong>\u7372\u5229\u80fd\u529b\u66f4\u5f37\uff1a<\/strong> \u5728\u98a8\u96aa\u8abf\u6574\u5f8c\u7684\u56de\u5831\u6307\u6a19\u300c\u590f\u666e\u6bd4\u7387\uff08Sharpe Ratio\uff09\u300d\u4e0a\uff0cQSW \u6a21\u578b\u9054\u5230\u7d04 <strong>0.979<\/strong>\uff0c\u9060\u9ad8\u65bc\u50b3\u7d71\u6a21\u578b\u7684 0.480 \u8207\u5e73\u5206\u7b56\u7565\u7684 0.742 \u3002<\/li>\n<li><strong>\u6297\u8dcc\u80fd\u529b\u66f4\u4f73\uff1a<\/strong> \u4ee3\u8868\u5831\u916c\u8207\u6700\u5927\u56de\u64a4\u6bd4\u7387\u7684\u300c\u5361\u746a\u6bd4\u7387\uff08Calmar Ratio\uff09\u300d\u63d0\u5347\u81f3 <strong>0.63<\/strong>\uff0c\u986f\u8457\u512a\u65bc\u50b3\u7d71\u6a21\u578b\u7684 0.28\uff0c\u986f\u793a\u5728\u5e02\u5834\u5d29\u76e4\u6642\u66f4\u5177\u97cc\u6027 \u3002<\/li>\n<li><strong>\u4ea4\u6613\u6210\u672c\u5927\u5e45\u964d\u4f4e\uff1a<\/strong> \u9019\u662f\u6a5f\u69cb\u6295\u8cc7\u4eba\u6700\u5728\u610f\u7684\u95dc\u9375\u3002\u65b0\u6a21\u578b\u6709\u6548\u6291\u5236\u4e86\u7121\u8b02\u7684\u983b\u7e41\u4ea4\u6613\uff0c\u5c07\u6295\u8cc7\u7d44\u5408\u7684\u5468\u8f49\u7387\uff08Turnover\uff09\u63a7\u5236\u5728\u6975\u4f4e\u6c34\u5e73\uff0c\u8207\u50b3\u7d71\u6a21\u578b\u76f8\u6bd4\uff0c\u5927\u5e45\u7bc0\u7701\u4e86\u5de8\u984d\u7684\u4ea4\u6613\u624b\u7e8c\u8cbb \u3002<\/li>\n<\/ul>\n<p><strong>\u8de8\u570b\u7522\u5b78\u7814\u5408\u4f5c\u5178\u7bc4\uff1a<\/strong><strong>NVIDIA <\/strong><strong>\u7b97\u529b\u52a9\u653b<\/strong><\/p>\n<p>\u6b64\u7814\u7a76\u7684\u4e00\u5927\u4eae\u9ede\u5728\u65bc\u7dca\u5bc6\u7684\u300c\u8de8\u570b\u300d\u8207\u300c\u7522\u5b78\u300d\u5408\u4f5c\u3002\u7814\u7a76\u4e2d\u8907\u96dc\u7684\u91cf\u5b50\u555f\u767c\u5f0f\u904b\u7b97\uff0c\u7372\u5f97\u4e86 <strong>NVIDIA AI Technology Center (NVAITC)<\/strong> \u7684\u5168\u529b\u652f\u6301 \u3002\u900f\u904e NVIDIA \u7684 GPU \u52a0\u901f\u6280\u8853\u8207 CUDA-Q\u76f8\u95dc\u67b6\u69cb\uff0c\u5718\u968a\u5f97\u4ee5\u5728\u77ed\u6642\u9593\u5167\u5b8c\u6210\u9f90\u5927\u7684\u91d1\u878d\u7db2\u7d61\u6a21\u64ec\uff0c\u9a57\u8b49\u4e86\u91cf\u5b50\u6f14\u7b97\u6cd5\u5728\u8655\u7406\u5927\u6578\u64da\u91d1\u878d\u554f\u984c\u4e0a\u7684\u5de8\u5927\u6f5b\u529b \u3002<\/p>\n<p>\u6b64\u5916\uff0c\u8207\u82f1\u570b\u5e1d\u570b\u7406\u5de5\u5b78\u9662\u7684\u5408\u4f5c\uff0c\u5247\u5c07\u91cf\u5b50\u5de5\u7a0b\u8207\u91d1\u878d\u7db2\u7d61\u7406\u8ad6\u9032\u884c\u4e86\u6df1\u5ea6\u7d50\u5408\uff0c\u70ba\u53f0\u7063\u7684\u91cf\u5b50\u91d1\u878d\u7814\u7a76\u6ce8\u5165\u4e86\u570b\u969b\u8996\u91ce \u3002<\/p>\n<p>\u4e2d\u539f\u5927\u5b78\u8868\u793a\uff0c\u6b64\u6b21\u7814\u7a76\u6210\u679c\u767b\u4e0a Nature \u7cfb\u5217\u671f\u520a\uff0c\u4e0d\u50c5\u8b49\u660e\u4e86\u5b78\u6821\u5728\u300c\u667a\u6167\u904b\u7b97\u300d\u8207\u300c\u91cf\u5b50\u8cc7\u8a0a\u300d\u9818\u57df\u7684\u7814\u7a76\u80fd\u91cf\u5df2\u9054\u570b\u969b\u6c34\u6e96\uff0c\u4e5f\u70ba\u672a\u4f86\u7684\u91d1\u878d\u79d1\u6280\uff08FinTech\uff09\u767c\u5c55\u63d0\u4f9b\u4e86\u5177\u9ad4\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u5b78\u6821\u5c07\u6301\u7e8c\u63a8\u52d5\u8de8\u9818\u57df\u8207\u8de8\u570b\u754c\u7684\u5408\u4f5c\uff0c\u57f9\u80b2\u66f4\u591a\u5177\u5099\u524d\u77bb\u6280\u8853\u7684\u512a\u79c0\u4eba\u624d\u3002<\/p>\n<p><strong>\u3010\u8ad6\u6587\u8cc7\u8a0a\u3011<\/strong><\/p>\n<ul>\n<li><strong>\u8ad6\u6587\u540d\u7a31\uff1a<\/strong> Quantum stochastic walks for portfolio optimization: theory and implementation on financial networks<\/li>\n<li><strong>\u671f\u520a\uff1a<\/strong> <em>npj Unconventional Computing<\/em> (Nature Portfolio)<\/li>\n<li><strong>\u5b8c\u6574\u8ad6\u6587\u9023\u7d50\uff1a<\/strong> <a href=\"https:\/\/www.google.com\/search?q=https:\/\/www.nature.com\/articles\/s44335-025-00050-4\" target=\"_blank\" rel=\"noopener\">https:\/\/www.nature.com\/articles\/s44335-025-00050-4<\/a><\/li>\n<li><strong><a href=\"https:\/\/www.cycu.edu.tw\/?p=41717\" target=\"_blank\" rel=\"noopener\">\u4e2d\u539f\u5927\u5b78\u7126\u9ede\u65b0<\/a><\/strong><\/li>\n<\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u651c\u624b\u82f1\u570b\u5e1d\u570b\u7406\u5de5\u8207 NVIDIA \u6253\u9020\u300cSmart 1\/N\u300d\u6295\u8cc7\u65b0\u7b56\u7565 \u4e2d\u539f\u5927\u5b78\u91cf\u5b50\u91d1\u878d\u7814\u7a76\u6210\u679c\u767b\u4e0a\u300aNatu [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-3444","post","type-post","status-publish","format-standard","hentry","category-3","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4e2d\u539f\u5927\u5b78\u91cf\u5b50\u91d1\u878d\u7814\u7a76\u6210\u679c\u767b\u4e0a\u300aNature\u300b\u7cfb\u5217\u671f\u520a \u651c\u624b\u570b\u969b\u9802\u5c16\u5718\u968a\u958b\u5275 FinTech \u65b0\u61c9\u7528 - \u4e2d\u539f\u5927\u5b78\u91cf\u5b50\u8cc7\u8a0a\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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