{"id":31052,"date":"2018-06-27T00:27:54","date_gmt":"2018-06-26T16:27:54","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=31052"},"modified":"2018-06-21T15:21:02","modified_gmt":"2018-06-21T07:21:02","slug":"%e6%a9%9f%e5%99%a8%e5%ad%b8%e7%bf%92%e7%9a%84%e9%87%8f%e5%ad%90%e5%8a%9b%e5%ad%b8%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=31052","title":{"rendered":"\u6a5f\u5668\u5b78\u7fd2\u7684\u91cf\u5b50\u529b\u5b78\u65b9\u6cd5"},"content":{"rendered":"
\"\"
Google\u4eca\u5e74\u63a8\u51fa\u7684\u91cf\u5b50\u8655\u7406\u5668\uff0c\u5305\u542b72\u500b\u91cf\u5b50\u4f4d\u5143\u3002\u5b83\u7684\u540d\u5b57\u53eb\u505aBristlecone(\u72d0\u5c3e\u677e)\uff0c\u56e0\u70ba\u91cf\u5b50\u4f4d\u5143\u9593\u7684\u62d3\u6a38\u7d50\u69cb\u548c\u72d0\u5c3e\u677e\u7684\u6bec\u679c\u5916\u8c8c\u76f8\u4f3c\u3002(Source: Google AI Blog)<\/figcaption><\/figure>\n

\u25a0\u8207\u5176\u8aaaAI\u662f\u4e00\u500b\u65b0\u7684\u71b1\u9580\u9818\u57df\uff0c\u5b83\u66f4\u50cf\u662f\u4e00\u500b\u5de5\u5177\u6216\u662f\u57fa\u790e\u5efa\u8a2d\uff0c\u8b93\u4eba\u5011\u63a2\u7d22\u50b3\u7d71\u79d1\u5b78\u548c\u5de5\u7a0b\u9818\u57df\u7684\u65b0\u9762\u5411\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u91cf\u5b50\u96fb\u8166\u4e5f\u662f\u4e00\u500b\u91cd\u8981\u7684\u5de5\u5177\uff0c\u5b83\u80fd\u5feb\u901f\u89e3\u6c7a\u8a31\u591a\u53e4\u5178\u96fb\u8166\u7121\u6cd5\u89e3\u7684\u554f\u984c\uff0c\u4e5f\u5728\u7db2\u8def\u5b89\u5168\u548c\u52a0\u5bc6\u901a\u8a0a\u4e0a\u6709\u91cd\u8981\u61c9\u7528\u3002\u9019\u5e7e\u5e74\uff0c\u91cf\u5b50\u96fb\u8166\u548cAI\u5feb\u901f\u767c\u5c55\uff0c\u5728\u79d1\u6280\u4e0a\u90fd\u4e0d\u65b7\u6709\u91cd\u5927\u7684\u7a81\u7834\u3002\u9019\u5169\u9805\u770b\u4f3c\u4e0d\u540c\u7684\u9818\u57df\uff0c\u5176\u5be6\u90fd\u662f\u4e00\u7a2e\u300c\u8a08\u7b97\u300d\u79d1\u6280\u3002\u5169\u7a2e\u8a08\u7b97\u79d1\u6280\u84ec\u52c3\u767c\u5c55\u81f3\u4eca\uff0c\u4e0d\u7981\u8b93\u4eba\u597d\u5947\uff1a\u5982\u679c\u9019\u5169\u9805\u79d1\u6280\u7d50\u5408\uff0c\u6703\u662f\u4ec0\u9ebc\u6a23\u5b50\u5462\uff1f<\/strong><\/span><\/p>\n

\u64b0\u6587\uff5c\u9673\u5955\u5ef7<\/strong><\/p>\n

\u25cf\u7565\u61c2\u4eba\u5de5\u667a\u6167<\/strong><\/span><\/p>\n

AI\u80fd\u91dd\u5c0d\u5916\u754c\u7684\u8f38\u5165\u7d66\u51fa\u9069\u7576\u7684\u53cd\u61c9\uff0c\u4f8b\u5982\u5206\u8fa8\u5f71\u50cf\u3001\u73a9\u904a\u6232\u3001\u4e0b\u68cb\u548c\u9810\u6e2c\u672a\u4f86\u3002\u57161A\u662f\u4e00\u500b\u7c21\u55ae\u7684\u6a21\u578b\uff0c\u91dd\u5c0d\u8f38\u5165X\uff0cAI\u900f\u904e\u4e00\u500b\u51fd\u6578\u7d66\u51fa\u53cd\u61c9Y\u3002\u9019\u500b\u51fd\u6578\u7531\u5169\u500b\u53c3\u6578a0\u548ca1\u6c7a\u5b9a\u3002\u5982\u57161B\u6240\u793a\uff0c\u4e0d\u540c\u7684a0\u548ca1\u6709\u4e0d\u540c\u7684\u932f\u8aa4\u7387\u3002\u901a\u5e38\u4eba\u5011\u5728\u8b1b\u300c\u8a13\u7df4\u4eba\u5de5\u667a\u6167\u300d\u6216\u662f\u300c\u6a5f\u5668\u5b78\u7fd2\u300d\uff0c\u6307\u7684\u5c31\u662f\u900f\u904e\u5927\u6578\u64da\uff0c\u5728\u5404\u7a2e\u53c3\u6578\u7d44\u5408\u4e2d\u627e\u51fa\u4e00\u7d44\u932f\u8aa4\u7387\u6700\u4f4e\u7684a0\u548ca1\u3002\u5c0d\u65bc\u73fe\u5be6\u751f\u6d3b\u4e2d\u6709\u7528\u7684AI\uff0c\u8f38\u5165\u5f80\u5f80\u975e\u5e38\u8907\u96dc\uff0c\u4f8b\u5982\u4e00\u6bb5\u9304\u97f3\u3001\u4e00\u5f35\u7167\u7247\u7b49(\u57161C)\u3002\u8907\u96dc\u7684\u8f38\u5165\u9700\u8981\u8907\u96dc\u7684\u51fd\u6578\u4f86\u8655\u7406\uff0c\u901a\u5e38\u6709\u6210\u5343\u4e0a\u842c\u500b\u53c3\u6578\u3002\u9019\u500b\u8907\u96dc\u7684\u51fd\u6578\u901a\u5e38\u88ab\u7a31\u4f5c\u300c\u4eba\u5de5\u795e\u7d93\u7db2\u8def\u300d\uff0c\u8a13\u7df4\u8d77\u4f86\u975e\u5e38\u8017\u6642\u3002\u5c31\u7b97\u7528\u4e86\u6700\u5148\u9032\u7684\u5716\u5f62\u8655\u7406\u5668(GPU)\u8a08\u7b97\uff0c\u5c0b\u627e\u6700\u4f73\u89e3\u901a\u5e38\u9084\u662f\u8981\u82b1\u4e0a\u4e00\u5929\u751a\u81f3\u4e00\u500b\u79ae\u62dc\u3002\u5feb\u901f\u5c0b\u627e\u6700\u4f73\u89e3\u6b63\u662f\u91cf\u5b50\u96fb\u8166\u53ef\u4ee5\u4e0b\u624b\u7684\u5730\u65b9\u3002<\/p>\n

\"\"
\u57161\u3002A: \u7c21\u55ae\u7684AI\u6a21\u578b\u3002B: \u4e0d\u540c\u7684\u53c3\u6578\u5c0d\u4eba\u5de5\u667a\u6167\u7684\u932f\u8aa4\u7387\u7684\u5f71\u97ff\u3002\u5716\u4e2d\u8d8a\u4f4e\u9ede\u4ee3\u8868AI\u9810\u6e2c\u503c\u548c\u6b63\u78ba\u7b54\u6848\u5dee\u7570\u8d8a\u5c0f\uff0c\u4ee3\u8868AI\u7684\u932f\u8aa4\u7387\u8d8a\u4f4e\u3002C:\u8907\u96dc\u7684AI\u6a21\u578b\u3002<\/figcaption><\/figure>\n

 \u25cf\u91cf\u5b50\u9000\u706b\u6cd5\u548cD-Wave<\/strong><\/span><\/p>\n

\u9000\u706b\u6cd5\u662f\u5c0b\u627e\u6700\u4f73\u89e3\u7684\u4e00\u7a2e\u65b9\u6cd5\u3002\u5177\u9ad4\u4f5c\u6cd5\u662f\uff1a\u6e96\u5099\u4e00\u500b\u7c92\u5b50\uff0c\u8b93\u5b83\u7684\u80fd\u91cf\u51fd\u6578\u548c\u932f\u8aa4\u7387\u51fd\u6578\u4e00\u6a23\u3002\u7576\u964d\u4f4e\u7c92\u5b50\u7684\u6eab\u5ea6\u6642\uff0c\u7531\u65bc\u7269\u8cea\u50be\u5411\u5f80\u80fd\u91cf\u4f4e\u7684\u65b9\u5411\u8d70\uff0c\u6700\u7d42\u7c92\u5b50\u6703\u9054\u5230\u80fd\u91cf\u6700\u4f4e\u9ede\uff0c\u4e5f\u5c31\u662f\u932f\u8aa4\u7387\u51fd\u6578\u6700\u4f4e\u7684\u72c0\u614b\u3002\u8b80\u53d6\u7c92\u5b50\u7684\u72c0\u614b\uff0c\u6211\u5011\u5c31\u80fd\u5f97\u77e5\u6700\u4f73\u89e3\u3002\u300c\u9000\u706b\u300d\u9019\u500b\u540d\u7a31\u4f86\u81ea\u6750\u6599\u79d1\u5b78\uff0c\u5c07\u91d1\u5c6c\u52a0\u71b1\u5230\u9ad8\u6eab\u518d\u9000\u706b\u964d\u6eab\u6703\u8b93\u91d1\u5c6c\u7684\u786c\u5ea6\u63d0\u9ad8\uff0c\u65bc\u662f\u9000\u706b\u8b8a\u6210\u964d\u4f4e\u6eab\u5ea6\u7684\u4ee3\u540d\u8a5e\u3002\u5728\u8907\u96dc\u7684\u932f\u8aa4\u7387\u51fd\u6578\u4e2d\uff0c\u9000\u706b\u6cd5\u53ea\u80fd\u627e\u5230\u5c40\u90e8\u6700\u4f73\u89e3\u3002\u5982\u57162A\u6240\u793a\uff0c\u7c92\u5b50\u56e0\u70ba\u9000\u706b\u6cd5\u88ab\u5361\u5728\u4e00\u500b\u6b21\u4f73\u89e3\u3002\u56e0\u70ba\u6eab\u5ea6\u5df2\u7d93\u964d\u4f4e\u4e86\uff0c\u7121\u6cd5\u8d8a\u904e\u5c4f\u969c\u5230\u9054\u6700\u4f73\u89e3\u3002\u4f46\u5982\u679c\u9019\u500b\u7cfb\u7d71\u662f\u4e00\u500b\u91cf\u5b50\u529b\u5b78\u7cfb\u7d71\uff0c\u5361\u5728\u6b21\u4f73\u89e3\u7684\u7c92\u5b50\u53ef\u4ee5\u900f\u904e\u91cf\u5b50\u7a7f\u96a7\u6548\u61c9\u8d8a\u904e\u5c4f\u969c\u5230\u9054\u6700\u4f73\u89e3(\u57162B)\u3002<\/p>\n

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\"\"
\u57162\u3002A:\u53e4\u5178\u9000\u706b\u6cd5\u3002B: \u91cf\u5b50\u9000\u706b\u6cd5\u3002<\/figcaption><\/figure>\n

 \u25cf\u91cf\u5b50\u68af\u5ea6\u6cd5\u548c\u4ee5\u908f\u8f2f\u9598\u70ba\u57fa\u790e\u7684\u91cf\u5b50\u96fb\u8166<\/strong><\/span><\/p>\n

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\u9019\u500b\u8a08\u7b97\u68af\u5ea6\u7684\u91cf\u5b50\u6f14\u7b97\u6cd5\u9700\u8981\u4ee5\u908f\u8f2f\u9598\u70ba\u57fa\u790e\u7684\u91cf\u5b50\u96fb\u8166\u4f86\u57f7\u884c\u3002\u6bd4\u8f03\u77e5\u540d\u7684\u516c\u53f8\u6709\uff1a\u7f8e\u570b\u52a0\u5dde\u7684Google\u3001\u7f8e\u570b\u7d10\u7d04\u7684IBM\u548c\u7f8e\u570b\u52a0\u5dde\u7684Rigette\u3002\u9019\u4e9b\u516c\u53f8\u7684\u91cf\u5b50\u96fb\u8166\u4ee5\u8d85\u5c0e\u96fb\u8def\u7d44\u6210\uff0c\u662f\u76ee\u524d\u88ab\u8a8d\u70ba\u6700\u6210\u719f\u7684\u91cf\u5b50\u96fb\u8166\u79d1\u6280\u3002\u4e00\u822c\u8a8d\u70ba\uff0c\u7576\u91cf\u5b50\u96fb\u8166\u6709\u8d85\u904e50\u500b\u4f4d\u5143\uff0c\u5c07\u6bd4\u4e16\u754c\u4e0a\u4efb\u4f55\u53e4\u5178\u96fb\u8166\u9084\u5f37\u3002\u76ee\u524d\u9019\u4e9b\u516c\u53f8\u7684\u91cf\u5b50\u4f4d\u5143\u6578\u76ee\u5dee\u4e0d\u591a\u90fd\u9054\u5230\u9019\u500b\u6a19\u6e96\uff0c\u4f46\u662f\u5176\u8a08\u7b97\u80fd\u529b\u9084\u5728\u6301\u7e8c\u9a57\u8b49\u4e2d\u3002\u53e6\u5916\u4e00\u7a2e\u4ee5\u908f\u8f2f\u9598\u70ba\u57fa\u790e\u7684\u516c\u53f8\u662f\u7f8e\u570b\u99ac\u91cc\u862d\u5dde\u7684IonQ\uff0c\u5176\u91cf\u5b50\u96fb\u8166\u4ee5\u96e2\u5b50\u4e95\u7d44\u6210\u3002\u96e2\u5b50\u4e95\u7684\u512a\u9ede\u662f\u4e00\u500b\u91cf\u5b50\u4f4d\u5143\u662f\u4e00\u500b\u539f\u5b50\uff0c\u6240\u4ee5\u91cf\u5b50\u4f4d\u5143\u9593\u7684\u5e7e\u4e4e\u6c92\u6709\u5dee\u7570(\u539f\u5b50\u90fd\u662f\u4e00\u6a23\u7684)\uff0c\u4f46\u88fd\u4f5c\u5927\u578b\u96fb\u8def\u6709\u56f0\u96e3\u3002\u8d85\u5c0e\u96fb\u8def\u7684\u512a\u9ede\u662f\u53ef\u4ee5\u900f\u904e\u534a\u5c0e\u9ad4\u88fd\u7a0b\u6280\u8853\u5927\u898f\u6a21\u91cf\u7522\uff0c\u4f46\u662f\u91cf\u5b50\u4f4d\u5143\u7684\u54c1\u8cea\u53c3\u5dee\u4e0d\u9f4a\u3002\u7121\u8ad6\u662f\u4eba\u5de5\u667a\u6167\u9084\u662f\u91cf\u5b50\u96fb\u8166\u90fd\u662f\u7576\u4eca\u91cd\u9ede\u9818\u57df\uff0c\u5b83\u5011\u7684\u7d50\u5408\u66f4\u662f\u4ee4\u4eba\u671f\u5f85\uff0c\u5176\u767c\u5c55\u503c\u5f97\u6301\u7e8c\u95dc\u6ce8\u3002<\/p>\n

\"\"
\u57163\u3002A: \u68af\u5ea6\u6cd5\u5f0f\u610f\u5716\u3002B:\u7528\u91cf\u5b50\u6f14\u7b97\u6cd5\u8a08\u7b97\u68af\u5ea6\u7684\u6982\u5ff5\u5716\u3002<\/figcaption><\/figure>\n

 <\/p>\n

\u53c3\u8003\u8cc7\u6599\uff1a<\/strong><\/p>\n

    \n
  1. Elizabeth Gibney, D-Wave upgrade: How scientists are using the world\u2019s most controversial quantum computer, Nature (2017)<\/li>\n
  2. Mohammad H. Amin et al., Quantum Boltzmann Machine, Phys. Rev. X 8, 021050 (2018)<\/li>\n<\/ol>\n

    --
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     <\/p>\n

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