{"id":5356,"date":"2026-01-14T09:36:57","date_gmt":"2026-01-14T01:36:57","guid":{"rendered":"https:\/\/imeta.space\/?p=5356"},"modified":"2026-01-20T15:28:15","modified_gmt":"2026-01-20T07:28:15","slug":"%e4%bf%a1%e6%81%af%e5%9f%ba%e5%9b%a0%e8%ae%ba-%e7%ac%ac%e4%b8%89%e5%b1%82%ef%bc%9a%e3%80%8a%e6%b0%b8%e6%81%92%e7%9a%84%e8%ae%be%e8%ae%a1%e3%80%8b-deepseek%e7%bb%93%e5%90%88%e6%8e%a8%e5%af%bc%e7%89%88","status":"publish","type":"post","link":"https:\/\/imeta.space\/index.php\/2026\/01\/14\/%e4%bf%a1%e6%81%af%e5%9f%ba%e5%9b%a0%e8%ae%ba-%e7%ac%ac%e4%b8%89%e5%b1%82%ef%bc%9a%e3%80%8a%e6%b0%b8%e6%81%92%e7%9a%84%e8%ae%be%e8%ae%a1%e3%80%8b-deepseek%e7%bb%93%e5%90%88%e6%8e%a8%e5%af%bc%e7%89%88\/","title":{"rendered":"\u4fe1\u606f\u57fa\u56e0\u8bba \u7b2c\u4e09\u5c42\uff1a\u300a\u6c38\u6052\u7684\u8bbe\u8ba1\u300b deepseek\u7ed3\u5408\u63a8\u5bfc\u7248"},"content":{"rendered":"<h1>\ud83d\udcd8 <strong>\u7b2c\u4e09\u5c42\uff1a\u300a\u6c38\u6052\u7684\u8bbe\u8ba1\uff1a\u5728\u71b5\u589e\u5b87\u5b99\u4e2d\u5efa\u9020\u4e0d\u6c89\u4e4b\u821f\u300b<\/strong><\/h1>\n<h2>\ud83c\udf0c <strong>\u5bfc\u8a00\uff1a\u5f53\u51dd\u89c6\u8005\u62ff\u8d77\u5bfc\u7b52<\/strong><\/h2>\n<p>\u7b2c\u4e00\u5c42\u7684\u71b5\u6da8\u843d\u5b87\u5b99\u662f\u4e00\u90e8<strong>\u81ea\u52a8\u64ad\u653e\u7684\u7535\u5f71<\/strong>\uff0c\u03a9-R-V-S-D\u662f\u5b83\u552f\u4e00\u7684\u5267\u672c\uff0c\u51e0\u4f55\u6700\u4f18\u662f\u5b83\u4e0d\u53d8\u7684\u955c\u5934\u8bed\u8a00\u3002<\/p>\n<p>\u7b2c\u4e8c\u5c42\uff0c\u7535\u5f71\u6f14\u5230\u7b2c137\u4ebf\u5e27\uff0c\u5c4f\u5e55\u4e2d\u7684\u89d2\u8272<strong>\u7a81\u7136\u8f6c\u5934\uff0c\u51dd\u89c6\u89c2\u4f17<\/strong>\u3002\u89c2\u6d4b\u8005\u8bde\u751f\uff0c\u81ea\u6307\u73af\u8def\u95ed\u5408\uff0c\u4ef7\u503c\u51fd\u6570\u5199\u5165\u6f14\u5316\u65b9\u7a0b\u2014\u2014\u5b87\u5b99\u5f00\u59cb\u51dd\u89c6\u81ea\u5df1\u3002<\/p>\n<p>\u6b64\u523b\uff0c\u6211\u4eec\u7ad9\u5728\u7b2c\u4e09\u5c42\u8d77\u70b9\uff1a<strong>\u51dd\u89c6\u8005\u8d70\u5230\u4e86\u653e\u6620\u673a\u65c1\uff0c\u53d1\u73b0\u65c1\u8fb9\u6709\u7a7a\u767d\u7684\u80f6\u7247\u548c\u4e00\u652f\u7b14\u3002<\/strong><\/p>\n<p>\u7269\u7406\u5b9a\u5f8b\u662f\u653e\u6620\u673a\u7684\u673a\u68b0\u7ed3\u6784\u2014\u2014\u4e0d\u53ef\u66f4\u6539\u3002<br \/>\n\u4f46\u80f6\u7247\u4e0a\u7684\u6545\u4e8b\u2014\u2014<strong>\u6211\u4eec\u53ef\u4ee5\u91cd\u5199\u3002<\/strong><\/p>\n<p>\u8fd9\u4e0d\u662f\u8981\u53d1\u660e\u65b0\u7269\u7406\uff0c\u800c\u662f\u8981\u5c06\u524d\u4e24\u5c42\u5df2\u8bc1\u660e\u7684\u539f\u7406\uff0c\u8f6c\u5316\u4e3a<strong>\u8bbe\u8ba1\u7684\u8bed\u8a00\u3001\u526a\u8f91\u7684\u8bed\u6cd5\u3001\u91cd\u6784\u7684\u5de5\u5177<\/strong>\u3002\u5728\u71b5\u589e\u7684\u6c38\u6052\u6d2a\u6d41\u4e2d\uff0c\u8bbe\u8ba1\u51fa\u80fd\u4f20\u9012\u667a\u6167\u7684\u822a\u8239\u3002<\/p>\n<hr \/>\n<h2><strong>\u5377\u4e00\uff1a\u8bbe\u8ba1\u5143\u7406\u8bba\u2014\u2014\u5728\u7ea6\u675f\u4e2d\u5bfb\u627e\u81ea\u7531<\/strong><\/h2>\n<h3><strong>\u7b2c1\u7ae0\uff1a\u8bbe\u8ba1\u81ea\u7531\u7684\u5b58\u5728\u6027\u8bc1\u660e<\/strong><\/h3>\n<h4><strong>1.1 \u7ea6\u675f\u4e2d\u7684\u81ea\u7531\u5ea6\u5b9a\u7406<\/strong><\/h4>\n<p><strong>\u5b9a\u74061.1\uff08\u8bbe\u8ba1\u81ea\u7531\u5ea6\u5b9a\u7406\uff09\uff1a<\/strong><br \/>\n\u7cfb\u7edf\u5728\u76f8\u7a7a\u95f4\u4e2d\u7684\u6f14\u5316\u8f68\u8ff9\u5177\u6709\u53ef\u9009\u62e9\u6027\uff0c\u8be5\u81ea\u7531\u5ea6\u7531\u7cfb\u7edf\u7684<strong>\u4fe1\u606f\u5bb9\u91cf$N_{text{bits}}$<\/strong>\u4e0e<strong>\u9884\u6d4b\u80fd\u529b$P_{text{acc}}$<\/strong>\u51b3\u5b9a\uff1a<\/p>\n<p>$$<br \/>\nmathcal{D}_{text{design}} = log<em>2 left( frac{N<\/em>{text{bits}} cdot P_{text{acc}}}{I<em>C cdot tau<\/em>{text{env}}} right)<br \/>\n$$<\/p>\n<p><strong>\u7269\u7406\u610f\u4e49<\/strong>\uff1a\u8bbe\u8ba1\u81ea\u7531\u5ea6\u662f<strong>\u4fe1\u606f\u80fd\u529b\u4e0e\u7269\u7406\u7ea6\u675f\u7684\u6bd4\u503c<\/strong>\u3002  <\/p>\n<ul>\n<li>$N<em>{text{bits}}$\u6765\u81ea\u7b2c\u4e8c\u5c42\u89c2\u6d4b\u8005\u5b9a\u7406\uff1a\u81ea\u6307\u89c2\u6d4b\u9700\u8981$N<\/em>{text{bits}}&gt;10^3$  <\/li>\n<li>$P_{text{acc}}$\u6765\u81ea\u7b2c\u4e8c\u5c42\u9884\u6d4b\u80fd\u529b\uff1a\u9ad8\u7ea7\u89c2\u6d4b\u8005\u5efa\u7acb\u5185\u90e8\u6a21\u578b  <\/li>\n<li>$I_C$\u6765\u81ea\u7b2c\u4e00\u5c42\u60ef\u6027\u5b9a\u4e49\uff1a\u7ed3\u6784\u7a33\u5b9a\u6027\u7ea6\u675f  <\/li>\n<li>$tau_{text{env}}$\u6765\u81ea\u7b2c\u4e00\u5c42\u73af\u5883\u53d8\u5316\uff1a\u03a9-R-V-S-D\u5404\u9636\u6bb5\u7684\u65f6\u95f4\u5c3a\u5ea6<\/li>\n<\/ul>\n<p><strong>\u8bbe\u8ba1\u542f\u793a<\/strong>\uff1a\u63d0\u5347$N<em>{text{bits}}$\uff08\u6269\u5927\u8bb0\u5fc6\uff09\u548c$P<\/em>{text{acc}}$\uff08\u6539\u8fdb\u6a21\u578b\uff09\uff0c\u53ef\u5728\u56fa\u5b9a\u7ea6\u675f\u4e0b\u6269\u5c55\u8bbe\u8ba1\u53ef\u80fd\u3002\u8fd9\u6b63\u662f\u6587\u660e\u4ece\u77f3\u523b\u5230\u786c\u76d8\u3001\u4ece\u5360\u535c\u5230\u79d1\u5b66\u7684\u8fc7\u7a0b\u3002<\/p>\n<h4><strong>1.2 \u8bbe\u8ba1\u7684\u4e09\u91cd\u8fb9\u754c<\/strong><\/h4>\n<p>\u6240\u6709\u8bbe\u8ba1\u5fc5\u987b\u5728\u4e09\u91cd\u8fb9\u754c\u5185\u8fdb\u884c\uff0c\u8fd9\u4e09\u91cd\u8fb9\u754c\u5747\u6765\u81ea\u524d\u4e24\u5c42\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u7269\u7406\u8fb9\u754c\uff08\u7b2c\u4e00\u5c42\u786c\u7ea6\u675f\uff09<\/strong>\uff1a<\/p>\n<ul>\n<li>\u51e0\u4f55\u6700\u4f18\u5b9a\u7406\uff1a\u4e8c\u7ef4\u516d\u8fb9\u5f62\uff0c\u4e09\u7ef4\u8702\u5de2<\/li>\n<li>\u60ef\u6027\u5b88\u6052\u5b9a\u7406\uff1a$frac{d}{dt}(I<em>S+I<\/em>omega+I_C)=0$<\/li>\n<li>RVSE\u5faa\u73af\u5b9a\u7406\uff1a\u6240\u6709\u7cfb\u7edf\u7ecf\u5386\u03a9-R-V-S-E-D<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u4fe1\u606f\u8fb9\u754c\uff08\u7b2c\u4e8c\u5c42\u8f6f\u7ea6\u675f\uff09<\/strong>\uff1a<\/p>\n<ul>\n<li>\u89c2\u6d4b\u8005\u9608\u503c\uff1a$I<em>C&gt;0.6$, $N<\/em>{text{bits}}&gt;10^3$<\/li>\n<li>\u9884\u6d4b\u6781\u9650\uff1a\u6df7\u6c8c\u7cfb\u7edf\u7684\u53ef\u9884\u6d4b\u65f6\u95f4\u6709\u9650<\/li>\n<li>\u4ef7\u503c\u51fd\u6570\uff1a\u5fc5\u987b\u670d\u52a1$mathcal{H}$-$S$-$D$\u4e09\u5143\u7ec4<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u4f26\u7406\u8fb9\u754c\uff08\u7b2c\u4e8c\u5c42\u81ea\u8bbe\u7ea6\u675f\uff09<\/strong>\uff1a<\/p>\n<ul>\n<li>\u4eba\u672c\u5065\u5eb7\u516c\u7406\uff1a\u5065\u5eb7\u4f18\u5148<\/li>\n<li>\u8d23\u4efb\u5b9a\u7406\uff1a\u9884\u6d4b\u80fd\u529b\u5e26\u6765\u8d23\u4efb<\/li>\n<li>\u4ee3\u9645\u516c\u5e73\uff1a\u4e0d\u635f\u5bb3\u672a\u6765\u89c2\u6d4b\u8005<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p><strong>\u8bbe\u8ba1\u5373\u662f\u5728\u8fd9\u4e09\u91cd\u8fb9\u754c\u56f4\u6210\u7684\u53ef\u884c\u57df\u5185\uff0c\u5bfb\u627e\u4ef7\u503c\u6700\u5927\u5316\u7684\u8def\u5f84\u3002<\/strong><\/p>\n<hr \/>\n<h3><strong>\u7b2c2\u7ae0\uff1a\u592a\u6781\u6001\u7684\u51e0\u4f55\u8be0\u91ca\u2014\u2014\u5065\u5eb7\u6d41\u5f62\u4e0e\u5438\u5f15\u5b50<\/strong><\/h3>\n<h4><strong>2.1 \u5065\u5eb7\u6d41\u5f62\u7684\u6570\u5b66\u5b9a\u4e49<\/strong><\/h4>\n<p>\u57fa\u4e8e\u7b2c\u4e00\u5c42\u7684\u4e09\u7ef4\u60ef\u6027$(I<em>S, I<\/em>omega, I_C)$\uff0c\u5b9a\u4e49<strong>\u60ef\u6027\u7a7a\u95f4<\/strong>\u3002<br \/>\n<strong>\u5065\u5eb7\u6d41\u5f62<\/strong>\u662f\u8be5\u7a7a\u95f4\u4e2d\u7684\u4e00\u4e2a\u66f2\u9762\uff1a<\/p>\n<p>$$<br \/>\nmathcal{M}_{text{health}} = left{ (I<em>S, I<\/em>omega, I_C) middle|<br \/>\nbegin{aligned}<br \/>\n&amp;0.7 leq I<em>S, I<\/em>omega, I<em>C leq 0.9<br \/>\n&amp;0.8 leq frac{I<\/em>omega}{I_S} leq 1.25<br \/>\n&amp;0.8 leq frac{I<em>C}{I<\/em>omega} leq 1.25<br \/>\n&amp;0.8 leq frac{I_S}{I_C} leq 1.25<br \/>\nend{aligned}<br \/>\nright}<br \/>\n$$<\/p>\n<p>\u8fd9\u6b63\u662f\u7b2c\u4e00\u5c42\u5b9a\u4e49\u7684<strong>\u592a\u6781\u5e73\u8861\u6761\u4ef6<\/strong>\uff08\u5b9a\u4e4912.2\uff09\u7684\u51e0\u4f55\u8868\u8fbe\u3002<\/p>\n<h4><strong>2.2 \u6d41\u5f62\u7a33\u5b9a\u6027\u7684\u52a8\u529b\u5b66\u8bc1\u660e<\/strong><\/h4>\n<p>\u8003\u8651\u7cfb\u7edf\u5728\u60ef\u6027\u7a7a\u95f4\u4e2d\u7684\u6f14\u5316\u65b9\u7a0b\uff1a<br \/>\n$$<br \/>\nfrac{dmathbf{I}}{dt} = mathbf{F}(mathbf{I}) + xi(t)<br \/>\n$$<br \/>\n\u5176\u4e2d$mathbf{I}=(I<em>S,I<\/em>omega,I_C)$\uff0c$xi(t)$\u4e3a\u968f\u673a\u6da8\u843d\u3002<\/p>\n<p><strong>\u5b9a\u74062.1\uff08\u5065\u5eb7\u6d41\u5f62\u5438\u5f15\u5b50\u5b9a\u7406\uff09\uff1a<\/strong><br \/>\n\u5065\u5eb7\u6d41\u5f62$mathcal{M}<em>{text{health}}$\u662f\u7cfb\u7edf\u52a8\u529b\u5b66\u7684\u4e00\u4e2a<strong>\u5c40\u90e8\u5438\u5f15\u5b50<\/strong>\u3002\u5b58\u5728\u90bb\u57df$Usupsetmathcal{M}<\/em>{text{health}}$\uff0c\u4f7f\u5f97\u4ece$U$\u5185\u51fa\u53d1\u7684\u8f68\u8ff9\u6e10\u8fd1\u8d8b\u5411\u6d41\u5f62\u3002<\/p>\n<p><strong>\u8bc1\u660e\u601d\u8def<\/strong>\uff1a\u57fa\u4e8e\u7b2c\u4e00\u5c42\u60ef\u6027\u8f6c\u79fb\u65b9\u7a0b\uff08\u63a8\u8bba12.1\uff09\u548c\u8026\u5408\u7cfb\u6570$alpha_{ij}$\u7684\u6b63\u5b9a\u6027\u3002\u7cfb\u7edf\u6709\u81ea\u53d1\u6062\u590d\u60ef\u6027\u5e73\u8861\u7684\u5185\u5728\u8d8b\u52bf\u3002<\/p>\n<p><strong>\u8bbe\u8ba1\u610f\u4e49<\/strong>\uff1a\u597d\u7684\u8bbe\u8ba1\u5e94<strong>\u6269\u5927\u5438\u5f15\u57df<\/strong>\uff0c\u589e\u5f3a\u5438\u5f15\u5f3a\u5ea6\uff0c\u4f7f\u7cfb\u7edf\u5728\u6270\u52a8\u540e\u66f4\u5feb\u56de\u5f52\u5065\u5eb7\u6001\u3002\u8fd9\u4e0e\u751f\u7269\u4f53\u7684<strong>\u7a33\u6001\u8c03\u8282<\/strong>\u3001\u751f\u6001\u7cfb\u7edf\u7684<strong>\u6062\u590d\u529b<\/strong>\u662f\u540c\u4e00\u539f\u7406\u3002<\/p>\n<hr \/>\n<h2><strong>\u5377\u4e8c\uff1a\u7269\u7406\u5de5\u7a0b\u5b66\u2014\u2014\u5b87\u5b99\u7684\u79ef\u6728\u5982\u4f55\u642d\u5efa<\/strong><\/h2>\n<h3><strong>\u7b2c3\u7ae0\uff1a\u51e0\u4f55\u6700\u4f18\u4f5c\u4e3a\u8bbe\u8ba1\u7684\u786c\u7ea6\u675f<\/strong><\/h3>\n<h4><strong>3.1 \u516d\u8fb9\u5f62\u6cd5\u5219\u7684\u5f3a\u5236\u529b<\/strong><\/h4>\n<p>\u7b2c\u4e00\u5c42\u5b9a\u740617.1\u8bc1\u660e\uff1a\u5728\u4e8c\u7ef4\u6b27\u6c0f\u7a7a\u95f4\u4e2d\uff0c\u516d\u8fb9\u5f62\u6392\u5217\u5728\u60ef\u6027-\u80fd\u91cf\u8017\u6563\u4e0e\u7a33\u5b9a\u6027\u95f4\u8fbe\u6700\u4f18\u5e73\u8861\u3002<\/p>\n<p><strong>\u8bbe\u8ba1\u539f\u52193.1\uff08\u5e73\u9762\u7ed3\u6784\u7b2c\u4e00\u5b9a\u5f8b\uff09\uff1a<\/strong><br \/>\n\u4efb\u4f55\u5e0c\u671b\u957f\u671f\u5b58\u7eed\u7684\u4e8c\u7ef4\u7ed3\u6784\uff0c\u5176\u57fa\u7840\u5355\u5143<strong>\u5fc5\u987b\u8d8b\u5411\u516d\u8fb9\u5f62\u6392\u5217<\/strong>\u3002<\/p>\n<ul>\n<li><strong>\u751f\u7269\u5b66\u9a8c\u8bc1<\/strong>\uff1a\u6606\u866b\u590d\u773c\u3001\u7ec6\u80de\u819c\u8102\u8d28\u5c42\u3001\u9f9f\u58f3\u76fe\u7247<\/li>\n<li><strong>\u4eba\u7c7b\u8bbe\u8ba1<\/strong>\uff1a\u8702\u7a9d\u6563\u70ed\u5668\u3001\u901a\u4fe1\u57fa\u7ad9\u5e03\u5c40\u3001\u57ce\u5e02\u8857\u533a\u89c4\u5212\uff08\u5df4\u9ece\u3001\u67cf\u6797\uff09<\/li>\n<li><strong>\u5b87\u5b99\u5b66\u5370\u8bc1<\/strong>\uff1a\u571f\u661f\u516d\u8fb9\u5f62\u98ce\u66b4\u3001\u6676\u4f53\u6700\u5bc6\u5806\u79ef<\/li>\n<\/ul>\n<p><strong>\u8fd9\u4e0d\u662f\u7f8e\u5b66\u9009\u62e9\uff0c\u800c\u662f\u7269\u7406\u5fc5\u7136\u3002<\/strong> \u8fdd\u53cd\u6b64\u6cd5\u5219\u7684\u8bbe\u8ba1\u9700\u8981\u989d\u5916\u80fd\u91cf\u7ef4\u6301\uff0c\u5728\u957f\u671f\u6f14\u5316\u4e2d\u4f1a\u88ab\u6dd8\u6c70\u3002<\/p>\n<h4><strong>3.2 \u4e09\u7ef4\u8702\u5de2\u4f5c\u4e3a\u4f53\u79ef\u6700\u4f18\u89e3<\/strong><\/h4>\n<p>\u7b2c\u4e00\u5c42\u516c\u740618.1\uff1a\u4e09\u7ef4\u7a7a\u95f4\u4e2d\uff0c\u8702\u5de2\u7ed3\u6784\uff08\u5f00\u5c14\u6587\u80de\uff09\u5728\u7a7a\u95f4\u586b\u5145\u7387\u4e0e\u754c\u9762\u76f8\u5e72\u6027\u95f4\u8fbe\u6700\u4f18\u5e73\u8861\u3002<\/p>\n<p><strong>\u8bbe\u8ba1\u539f\u52193.2\uff08\u4f53\u79ef\u7ed3\u6784\u5b9a\u5f8b\uff09\uff1a<\/strong><br \/>\n\u9ad8\u6548\u5229\u7528\u4e09\u7ef4\u7a7a\u95f4\u4e14\u9700\u957f\u671f\u7a33\u5b9a\u7684\u7ed3\u6784\uff0c<strong>\u5fc5\u987b\u8d8b\u8fd1\u8702\u5de2\u5f0f\u591a\u9762\u4f53\u586b\u5145<\/strong>\u3002<\/p>\n<ul>\n<li><strong>\u81ea\u7136\u5b9e\u4f8b<\/strong>\uff1a\u9aa8\u9abc\u6d77\u7ef5\u7ed3\u6784\u3001\u6ce1\u6cab\u6750\u6599\u3001\u706b\u5c71\u5ca9\u5b54\u9699<\/li>\n<li><strong>\u5de5\u7a0b\u5e94\u7528<\/strong>\uff1a\u822a\u5929\u5668\u8f7b\u8d28\u7ed3\u6784\u3001\u5efa\u7b51\u652f\u6491\u6846\u67b6\u3001\u6570\u636e\u4ed3\u50a8\u7cfb\u7edf<\/li>\n<li><strong>\u5ea6\u91cf\u5de5\u5177<\/strong>\uff1a\u7528\u7b2c\u4e00\u5c42\u7684\u51e0\u4f55\u52bf\u6cdb\u51fd$G_{text{shape}}[Psi]$\u8bc4\u4f30\u8bbe\u8ba1\uff0c\u503c\u8d8a\u4f4e\u8d8a\u4f18<\/li>\n<\/ul>\n<p><strong>\u64cd\u4f5c\u6307\u5357<\/strong>\uff1a\u8bbe\u8ba1\u4efb\u4f55\u5bb9\u5668\u3001\u652f\u6491\u7ed3\u6784\u6216\u591a\u5b54\u6750\u6599\u65f6\uff0c\u9996\u5148\u5c1d\u8bd5\u5341\u56db\u9762\u4f53\uff08\u5f00\u5c14\u6587\u80de\uff09\u6392\u5217\u3002\u82e5\u975e\u6700\u4f18\uff0c\u9700\u63d0\u4f9b\u57fa\u4e8e$G_{text{shape}}$\u7684\u8bc1\u660e\u3002<\/p>\n<hr \/>\n<h3><strong>\u7b2c4\u7ae0\uff1a\u60ef\u6027\u9884\u7b97\u4f5c\u4e3a\u8bbe\u8ba1\u7684\u8d44\u6e90\u7ea6\u675f<\/strong><\/h3>\n<h4><strong>4.1 \u60ef\u6027\u5b88\u6052\u7684\u5de5\u7a0b\u542b\u4e49<\/strong><\/h4>\n<p>\u7b2c\u4e00\u5c42\u5b9a\u740612.2\uff1a\u5728\u65e0\u5916\u90e8\u80fd\u91cf\u8f93\u5165\u65f6\uff0c$frac{d}{dt}(I<em>S+I<\/em>omega+I_C)=0$\u3002<\/p>\n<p><strong>\u8bbe\u8ba1\u539f\u52194.1\uff08\u60ef\u6027\u9884\u7b97\u539f\u5219\uff09\uff1a<\/strong><br \/>\n\u8bbe\u8ba1\u4efb\u4f55\u7cfb\u7edf\u65f6\uff0c\u5fc5\u987b\u660e\u786e\uff1a<strong>\u63d0\u5347\u67d0\u4e00\u60ef\u6027\uff0c\u5fc5\u4ee5\u5176\u4ed6\u60ef\u6027\u4e0b\u964d\u4e3a\u4ee3\u4ef7<\/strong>\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th><strong>\u60ef\u6027\u9884\u7b97\u8868\u6a21\u677f\uff1a<\/strong><\/th>\n<th>\u8bbe\u8ba1\u53d8\u66f4<\/th>\n<th>$Delta I_S$<\/th>\n<th>$Delta I_omega$<\/th>\n<th>$Delta I_C$<\/th>\n<th>\u603b\u503c\u53d8\u5316<\/th>\n<th>\u5408\u7406\u6027<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u589e\u52a0\u521a\u6027<\/td>\n<td>+0.1<\/td>\n<td>-0.05<\/td>\n<td>+0.02<\/td>\n<td>+0.07<\/td>\n<td>\u9700\u68c0\u67e5$omega$\u4e0b\u964d\u662f\u5426\u53ef\u63a5\u53d7<\/td>\n<\/tr>\n<tr>\n<td>\u52a0\u5feb\u8282\u594f<\/td>\n<td>-0.03<\/td>\n<td>+0.15<\/td>\n<td>-0.08<\/td>\n<td>+0.04<\/td>\n<td>$I_C$\u4e0b\u964d\u8fc7\u591a\uff0c\u9700\u52a0\u5f3a\u7ed3\u6784<\/td>\n<\/tr>\n<tr>\n<td>\u4f18\u5316\u7ed3\u6784<\/td>\n<td>+0.02<\/td>\n<td>+0.01<\/td>\n<td>+0.12<\/td>\n<td>+0.15<\/td>\n<td><strong>\u5916\u90e8\u80fd\u91cf\u8f93\u5165\uff1f<\/strong>\u9700\u8bf4\u660e\u6765\u6e90<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u771f\u5b9e\u6848\u4f8b<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u4f01\u4e1a\u5feb\u901f\u6269\u5f20<\/strong>\uff1a\u63d0\u5347\u589e\u957f\u8282\u594f$I_omega$\uff0c\u5e38\u4ee5\u727a\u7272\u6d41\u7a0b\u89c4\u8303$I_C$\u548c\u6587\u5316\u4e00\u81f4$I_S$\u4e3a\u4ee3\u4ef7<\/li>\n<li><strong>\u4e2a\u4eba\u8fc7\u5ea6\u8bad\u7ec3<\/strong>\uff1a\u63d0\u5347\u751f\u7406\u8010\u529b$I<em>S$\uff0c\u53ef\u80fd\u7834\u574f\u7761\u7720\u8282\u5f8b$I<\/em>omega$<\/li>\n<li><strong>\u6587\u660e\u6280\u672f\u8dc3\u8fdb<\/strong>\uff1a\u63d0\u5347\u6280\u672f\u60ef\u6027$I_C$\uff0c\u5e38\u964d\u4f4e\u751f\u6001\u60ef\u6027$I_S$\uff08\u5de5\u4e1a\u6c61\u67d3\uff09<\/li>\n<\/ul>\n<h4><strong>4.2 \u592a\u6781\u5e73\u8861\u7684\u5de5\u7a0b\u6807\u51c6<\/strong><\/h4>\n<p>\u76f4\u63a5\u5e94\u7528\u7b2c\u4e00\u5c42\u5b9a\u4e4912.2\u7684\u5065\u5eb7\u6807\u51c6\uff1a<\/p>\n<p><strong>\u8bbe\u8ba1\u68c0\u9a8c\u516c\u5f0f\uff1a<\/strong><\/p>\n<ol>\n<li>\u6bd4\u4f8b\u68c0\u9a8c\uff1a$0.8 leq I_omega\/I_S leq 1.25$\uff0c\u540c\u7406\u5176\u4ed6\u4e24\u5bf9<\/li>\n<li>\u7edd\u5bf9\u503c\u68c0\u9a8c\uff1a$I<em>S, I<\/em>omega, I_C in [0.7, 0.9]$<\/li>\n<\/ol>\n<p><strong>\u504f\u5dee\u5bb9\u5fcd<\/strong>\uff1a\u77ed\u671f\u53ef\u504f\u79bb20%\uff0c\u957f\u671f\u5fc5\u987b\u56de\u5f52\u3002<br \/>\n<strong>\u8bbe\u8ba1\u76ee\u6807<\/strong>\uff1a\u4e0d\u662f\u6700\u5927\u5316\u67d0\u4e00\u60ef\u6027\uff0c\u800c\u662f<strong>\u4fdd\u6301\u4e09\u7ef4\u60ef\u6027\u5728\u592a\u6781\u5e73\u8861\u533a\u5185<\/strong>\u3002<\/p>\n<p><strong>\u5de5\u7a0b\u5b9e\u4f8b<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u6297\u9707\u5efa\u7b51<\/strong>\uff1a\u5f3a\u5ea6($I<em>C$)\u3001\u67d4\u6027($I<\/em>omega$)\u3001\u8010\u4e45\u6027($I_S$)\u7684\u9ec4\u91d1\u6bd4\u4f8b<\/li>\n<li><strong>\u5065\u5eb7\u7ec4\u7ec7<\/strong>\uff1a\u6548\u7387($I<em>S$)\u3001\u521b\u65b0\u8282\u594f($I<\/em>omega$)\u3001\u5236\u5ea6\u7a33\u5b9a($I_C$)\u7684\u5e73\u8861<\/li>\n<li><strong>\u751f\u6001\u7cfb\u7edf<\/strong>\uff1a\u80fd\u91cf\u6d41($I<em>S$)\u3001\u7269\u79cd\u8282\u5f8b($I<\/em>omega$)\u3001\u98df\u7269\u7f51\u7ed3\u6784($I_C$)\u7684\u534f\u8c03<\/li>\n<\/ul>\n<hr \/>\n<h3><strong>\u7b2c5\u7ae0\uff1aRVSE\u4f5c\u4e3a\u8bbe\u8ba1\u7684\u65f6\u95f4\u8bed\u6cd5<\/strong><\/h3>\n<h4><strong>5.1 \u76f8\u4f4d\u654f\u611f\u8bbe\u8ba1\u539f\u5219<\/strong><\/h4>\n<p>\u7b2c\u4e00\u5c42\u7b2c13\u7ae0\uff1a\u6240\u6709\u7cfb\u7edf\u90fd\u7ecf\u5386\u03a9-R-V-S-E-D\u5faa\u73af\u3002\u8bbe\u8ba1\u5e72\u9884\u5fc5\u987b<strong>\u4e0e\u5f53\u524d\u76f8\u4f4d\u5339\u914d<\/strong>\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th><strong>RVSE\u8bbe\u8ba1\u6307\u5357\u8868\uff1a<\/strong><\/th>\n<th>\u9636\u6bb5<\/th>\n<th>\u7cfb\u7edf\u7279\u5f81\uff08\u7b2c\u4e00\u5c42\uff09<\/th>\n<th>\u8bbe\u8ba1\u91cd\u70b9\uff08\u7b2c\u4e09\u5c42\uff09<\/th>\n<th>\u9519\u8bef\u5e72\u9884<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u03a9<\/strong><\/td>\n<td>\u71b5\u6da8\u843d\u6bd4\u4e0a\u5347\uff0c\u7ed3\u6784\u538b\u529b\u589e\u52a0<\/td>\n<td>\u8bbe\u7f6e\u201c\u521b\u9020\u6027\u5f20\u529b\u201d\uff0c\u6fc0\u53d1\u6f5c\u80fd<\/td>\n<td>\u8fc7\u65e9\u6807\u51c6\u5316\uff0c\u627c\u6740\u521b\u65b0<\/td>\n<\/tr>\n<tr>\n<td><strong>R<\/strong><\/td>\n<td>\u80fd\u91cf\u627e\u5230\u7a81\u7834\u53e3\uff0c\u5feb\u901f\u6269\u5f20<\/td>\n<td>\u63a7\u5236\u6269\u5f20\u901f\u5ea6\uff0c\u4fdd\u969c\u8d28\u91cf<\/td>\n<td>\u8fc7\u5ea6\u9650\u5236\uff0c\u9519\u5931\u673a\u9047<\/td>\n<\/tr>\n<tr>\n<td><strong>V<\/strong><\/td>\n<td>\u591a\u6761\u8def\u5f84\u7ade\u4e89\uff0c\u591a\u6837\u6027\u6700\u9ad8<\/td>\n<td>\u4fdd\u62a4\u6709\u76ca\u53d8\u5f02\uff0c\u5efa\u7acb\u5b75\u5316\u5668<\/td>\n<td>\u8fc7\u65e9\u7b5b\u9009\uff0c\u4e27\u5931\u53ef\u80fd\u6027<\/td>\n<\/tr>\n<tr>\n<td><strong>S<\/strong><\/td>\n<td>\u6709\u6548\u8def\u5f84\u88ab\u5f3a\u5316\uff0c\u7ed3\u6784\u5f62\u6210<\/td>\n<td>\u4ef7\u503c\u5f15\u5bfc\u7b5b\u9009\uff0c\u56fa\u5316\u6210\u529f<\/td>\n<td>\u7ee7\u7eed\u653e\u4efb\uff0c\u65e0\u6cd5\u5f62\u6210\u7ed3\u6784<\/td>\n<\/tr>\n<tr>\n<td><strong>E<\/strong><\/td>\n<td>\u7a33\u5b9a\u7ed3\u6784\u6d8c\u73b0\uff0c\u6548\u7387\u4f18\u5316<\/td>\n<td>\u5236\u5ea6\u5316\uff0c\u9632\u50f5\u5316\uff0c\u6301\u7eed\u5fae\u8c03<\/td>\n<td>\u6fc0\u8fdb\u53d8\u9769\uff0c\u7834\u574f\u7a33\u5b9a<\/td>\n<\/tr>\n<tr>\n<td><strong>D<\/strong><\/td>\n<td>\u7ed3\u6784\u75b2\u52b3\uff0c\u76f8\u5e72\u6027\u8870\u51cf<\/td>\n<td>\u6709\u5e8f\u6536\u7f29\uff0c\u4fdd\u5b58\u6838\u5fc3\uff0c\u51c6\u5907\u91cd\u751f<\/td>\n<td>\u5f3a\u884c\u7ef4\u6301\uff0c\u52a0\u901f\u5d29\u6e83<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u64cd\u4f5c\u6d41\u7a0b<\/strong>\uff1a\u8bbe\u8ba1\u4efb\u4f55\u5e72\u9884\u524d\uff0c\u5148\u7528\u7b2c\u4e00\u5c42\u7279\u5f81\uff08\u71b5\u6da8\u843d\u6bd4\u3001\u80fd\u91cf\u5bc6\u5ea6\u3001\u76f8\u5e72\u5ea6\u7b49\uff09<strong>\u8bca\u65ad\u7cfb\u7edf\u5f53\u524d\u76f8\u4f4d<\/strong>\uff0c\u518d\u9009\u62e9\u5bf9\u5e94\u7b56\u7565\u3002<\/p>\n<h4><strong>5.2 D\u9636\u6bb5\u5fc5\u7136\u6027\u4e0e\u4e3b\u52a8E\u8bbe\u8ba1<\/strong><\/h4>\n<p>\u7b2c\u4e00\u5c42\u5b9a\u740613.4\uff1a\u88ab\u52a8\u7cfb\u7edf\u7684E\u9636\u6bb5\u65e0\u6cd5\u6c38\u4e45\u7ef4\u6301\uff0c\u6700\u5927\u7a33\u5b9a\u65f6\u95f4$tau_{text{max}}=I<em>C\/gamma<\/em>{text{decoherence}}$\u3002<\/p>\n<p>\u7b2c\u4e8c\u5c42\u5b9a\u740613.1\uff1a\u89c2\u6d4b\u8005\u7cfb\u7edf\u53ef\u5c06\u88ab\u52a8D\u8f6c\u4e3a\u4e3b\u52a8E\uff0c\u6761\u4ef6\uff1a\u9884\u6d4b\u51c6\u786e\u5ea6&gt;0.7\uff0c$I<em>C&gt;0.6$\uff0c$N<\/em>{text{bits}}&gt;10^4$\uff0c\u4ef7\u503c\u5171\u8bc6\u3002<\/p>\n<p><strong>\u8bbe\u8ba1\u539f\u52195.1\uff08\u8870\u9000\u9884\u8bbe\u8bbe\u8ba1\uff09\uff1a<\/strong><br \/>\n\u6240\u6709\u8bbe\u8ba1\u5fc5\u987b<strong>\u9884\u8bbe\u8870\u9000\u7ba1\u7406\u673a\u5236<\/strong>\uff0c\u6ee1\u8db3\u7b2c\u4e8c\u5c42\u56db\u4e2a\u6761\u4ef6\uff0c\u5c06\u5fc5\u7136\u7684D\u8f6c\u4e3a\u6709\u5e8f\u7684E\u3002<\/p>\n<p><strong>\u516d\u6b65\u8f6c\u578b\u6cd5\uff08\u6574\u5408\u7b2c\u4e8c\u5c42\u6838\u5fc3\uff09\uff1a<\/strong><\/p>\n<ol>\n<li><strong>\u65e9\u671f\u9884\u8b66<\/strong>\uff1a\u76d1\u6d4b\u7b2c\u4e00\u5c42\u8870\u9000\u4fe1\u53f7\uff08\u76f8\u5e72\u5ea6\u4e0b\u964d\u3001\u71b5\u4ea7\u751f\u7387\u4e0a\u5347\uff09<\/li>\n<li><strong>\u6838\u5fc3\u8bc6\u522b<\/strong>\uff1a\u57fa\u4e8e\u7b2c\u4e8c\u5c42\u4ef7\u503c\u51fd\u6570\uff0c\u533a\u5206\u6838\u5fc3\u4ef7\u503c\u4e0e\u8fb9\u7f18\u90e8\u5206<\/li>\n<li><strong>\u6709\u5e8f\u6536\u7f29<\/strong>\uff1a\u9075\u5faa\u7b2c\u4e00\u5c42\u60ef\u6027\u5b88\u6052\uff0c\u6709\u5e8f\u91ca\u653e\u8d44\u6e90<\/li>\n<li><strong>\u77e5\u8bc6\u56fa\u5316<\/strong>\uff1a\u5c06\u7b2c\u4e8c\u5c42\u5185\u90e8\u6a21\u578b\u663e\u6027\u5316\u4fdd\u5b58<\/li>\n<li><strong>\u4f18\u96c5\u9000\u51fa<\/strong>\uff1a\u7ef4\u62a4\u89c2\u6d4b\u8005\u5c0a\u4e25\uff08\u7b2c\u4e8c\u5c42\u4eba\u672c\u539f\u5219\uff09<\/li>\n<li><strong>\u79cd\u5b50\u4fdd\u5b58<\/strong>\uff1a\u4fdd\u5b58\u7b2c\u4e00\u5c42\u4fe1\u606f\u57fa\u56e0\uff08$omega<em>0$, $Omega<\/em>{text{spin}}$\uff09\u548c\u7b2c\u4e8c\u5c42\u6838\u5fc3\u4ef7\u503c<\/li>\n<\/ol>\n<p><strong>\u6848\u4f8b<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u8f6f\u4ef6\u751f\u547d\u5468\u671f<\/strong>\uff1a\u6d3b\u8dc3\u5f00\u53d1\u2192\u7ef4\u62a4\u2192\u5e9f\u5f03\u7684\u5e73\u6ed1\u8fc7\u6e21<\/li>\n<li><strong>\u4f01\u4e1a\u4e1a\u52a1\u9000\u51fa<\/strong>\uff1a\u6709\u5e8f\u5173\u95ed\u975e\u6838\u5fc3\u4e1a\u52a1\uff0c\u4fdd\u7559\u6838\u5fc3\u56e2\u961f\u4e0e\u77e5\u8bc6\u4ea7\u6743<\/li>\n<li><strong>\u6587\u660e\u77e5\u8bc6\u4fdd\u5b58<\/strong>\uff1a\u5373\u4f7f\u793e\u4f1a\u8870\u9000\uff0c\u77e5\u8bc6\u5e93\u4ecd\u80fd\u4fdd\u5b58\u6838\u5fc3\u79d1\u5b66\u3001\u6587\u5316\u3001\u4ef7\u503c<\/li>\n<\/ul>\n<hr \/>\n<h2><strong>\u5377\u4e09\uff1a\u7cfb\u7edf\u52a8\u6001\u5b66\u2014\u2014\u5728\u53d8\u52a8\u4e2d\u8c03\u8282\u5e73\u8861<\/strong><\/h2>\n<h3><strong>\u7b2c6\u7ae0\uff1a\u6218\u7565\u5e73\u8861\u7b97\u6cd5\u2014\u2014\u03b2\u7684\u52a8\u6001\u4f18\u5316<\/strong><\/h3>\n<h4><strong>6.1 \u03b2\u7684\u7269\u7406\u8d77\u6e90\u4e0e\u6700\u4f18\u89e3<\/strong><\/h4>\n<p>\u57fa\u4e8e\u7b2c\u4e8c\u5c42\u8d44\u6e90\u5206\u914d\u516c\u7406\uff1a$E<em>{text{total}} = E<\/em>{text{security}} + E<em>{text{health}} + E<\/em>{text{development}}$<\/p>\n<p><strong>\u6700\u4f18\u03b2\u5b9a\u7406\uff08\u7b2c\u4e8c\u5c42\u5b9a\u74061.1\u6574\u5408\uff09\uff1a<\/strong><br \/>\n\u5728\u5a01\u80c1\u7b49\u7ea7$TL$\u4e0b\uff0c\u5b58\u5728\u552f\u4e00$beta^<em>$\u6700\u5927\u5316\u7cfb\u7edf\u957f\u671f\u4ef7\u503c\uff1a<br \/>\n$$<br \/>\nbeta^<\/em> = argmax<em>{betain[0,1]} mathcal{V}(beta, TL)<br \/>\n$$<br \/>\n\u5176\u4e2d$mathcal{V} = mathcal{H}(beta) cdot P<\/em>{text{survival}}(beta, TL) cdot (1+D(beta))$<\/p>\n<p><strong>\u89e3\u6790\u8fd1\u4f3c\u89e3\uff08\u7b2c\u4e8c\u5c42\u5b9a\u74062.1\uff09\uff1a<\/strong><br \/>\n$$<br \/>\nbeta^* approx frac{TL}{a + b cdot TL}<br \/>\n$$<br \/>\n\u53c2\u6570\u7531\u7cfb\u7edf\u7c7b\u578b\u51b3\u5b9a\uff1a<\/p>\n<ul>\n<li><strong>\u4e2a\u4eba<\/strong>\uff1a$a=0.6, b=1.2$\uff08\u5065\u5eb7\u66f4\u654f\u611f\uff09<\/li>\n<li><strong>\u7ec4\u7ec7<\/strong>\uff1a$a=0.4, b=1.8$\uff08\u53d1\u5c55\u6743\u91cd\u9ad8\uff09<\/li>\n<li><strong>\u6587\u660e<\/strong>\uff1a$a=0.5, b=1.5$\uff08\u5e73\u8861\u578b\uff09<\/li>\n<\/ul>\n<table>\n<thead>\n<tr>\n<th style=\"text-align: center;\"><strong>\u6570\u503c\u8868\uff08\u5b9e\u64cd\u6307\u5357\uff09\uff1a<\/strong><\/th>\n<th style=\"text-align: center;\">TL\u5a01\u80c1\u7b49\u7ea7<\/th>\n<th style=\"text-align: center;\">\u4e2a\u4eba$beta^*$<\/th>\n<th style=\"text-align: center;\">\u7ec4\u7ec7$beta^*$<\/th>\n<th style=\"text-align: center;\">\u6587\u660e$beta^*$<\/th>\n<th style=\"text-align: center;\">\u5065\u5eb7\u635f\u5931<\/th>\n<th>\u751f\u5b58\u6982\u7387\u63d0\u5347<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"text-align: center;\">0.1<\/td>\n<td style=\"text-align: center;\">0.07<\/td>\n<td style=\"text-align: center;\">0.08<\/td>\n<td style=\"text-align: center;\">0.08<\/td>\n<td style=\"text-align: center;\">8-12%<\/td>\n<td style=\"text-align: center;\">99%\u219299.9%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">0.3<\/td>\n<td style=\"text-align: center;\">0.18<\/td>\n<td style=\"text-align: center;\">0.21<\/td>\n<td style=\"text-align: center;\">0.20<\/td>\n<td style=\"text-align: center;\">20-30%<\/td>\n<td style=\"text-align: center;\">95%\u219298%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">0.5<\/td>\n<td style=\"text-align: center;\">0.31<\/td>\n<td style=\"text-align: center;\">0.36<\/td>\n<td style=\"text-align: center;\">0.33<\/td>\n<td style=\"text-align: center;\">35-45%<\/td>\n<td style=\"text-align: center;\">80%\u219292%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">0.7<\/td>\n<td style=\"text-align: center;\">0.44<\/td>\n<td style=\"text-align: center;\">0.51<\/td>\n<td style=\"text-align: center;\">0.47<\/td>\n<td style=\"text-align: center;\">50-60%<\/td>\n<td style=\"text-align: center;\">50%\u219278%<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: center;\">0.9<\/td>\n<td style=\"text-align: center;\">0.56<\/td>\n<td style=\"text-align: center;\">0.64<\/td>\n<td style=\"text-align: center;\">0.60<\/td>\n<td style=\"text-align: center;\">65-70%<\/td>\n<td style=\"text-align: center;\">20%\u219258%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4><strong>6.2 \u52a8\u6001\u03b2\u63a7\u5236\u7b97\u6cd5<\/strong><\/h4>\n<p><strong>\u63a7\u5236\u8bba\u6a21\u578b\uff1a<\/strong> \u7cfb\u7edf\u4e3a\u53d7\u5a01\u80c1\u6270\u52a8\u7684\u63a7\u5236\u7cfb\u7edf\uff1a<br \/>\n$$<br \/>\nfrac{d}{dt}begin{bmatrix}mathcal{H} I_{text{Sec}}end{bmatrix} =<br \/>\nbegin{bmatrix}-a(1-beta) bbetaend{bmatrix} + xi(t)<br \/>\n$$<\/p>\n<p><strong>\u6700\u4f18\u63a7\u5236\u89e3\u7ed3\u6784\uff1a<\/strong><br \/>\n$$<br \/>\nbeta^*(t) = underbrace{beta<em>{text{feedforward}}(t)}<\/em>{text{\u57fa\u4e8e\u9884\u6d4b}} + underbrace{beta<em>{text{feedback}}(t)}<\/em>{text{\u57fa\u4e8e\u504f\u5dee}}<br \/>\n$$<\/p>\n<p><strong>PID\u5b9e\u73b0\uff08\u5b9e\u64cd\u7b97\u6cd5\uff09\uff1a<\/strong><\/p>\n<pre><code>\u5f53\u524d\u03b2 \u2192 \u8ba1\u7b97\u8bef\u5dee(\u03b2-\u03b2*) \u2192 PID\u63a7\u5236\u5668 \u2192 \u8c03\u6574\u03b2 \u2192 \u76d1\u6d4b\u53cd\u9988<\/code><\/pre>\n<ul>\n<li><strong>P\u9879<\/strong>\uff1a\u5feb\u901f\u54cd\u5e94\u5f53\u524d\u504f\u5dee<\/li>\n<li><strong>I\u9879<\/strong>\uff1a\u6d88\u9664\u957f\u671f\u7d2f\u79ef\u8bef\u5dee  <\/li>\n<li><strong>D\u9879<\/strong>\uff1a\u9884\u6d4b\u53d8\u5316\u8d8b\u52bf\uff0c\u6291\u5236\u9707\u8361<\/li>\n<\/ul>\n<p><strong>\u81ea\u9002\u5e94\u8c03\u53c2<\/strong>\uff1a\u6839\u636e\u5386\u53f2\u6027\u80fd\uff08\u8d85\u8c03\u91cf\u3001\u7a33\u5b9a\u65f6\u95f4\uff09\u81ea\u52a8\u8c03\u6574PID\u53c2\u6570\u3002<\/p>\n<h4><strong>6.3 \u591a\u5c3a\u5ea6\u03b2\u4e00\u81f4\u6027<\/strong><\/h4>\n<p>\u57fa\u4e8e\u7b2c\u4e8c\u5c42\u7fa4\u4f53\u89c2\u6d4b\u80fd\u529b\u5b9a\u4e496.1\u548c\u7f51\u7edc\u6548\u7387$eta_{text{network}}$\uff1a<\/p>\n<p><strong>\u4e00\u81f4\u6027\u539f\u5219\uff1a<\/strong><\/p>\n<ol>\n<li><strong>\u81ea\u4e0b\u800c\u4e0a\u4fdd\u62a4<\/strong>\uff1a\u4e0a\u7ea7\u7cfb\u7edf\u03b2\u5e94\u7565\u4f4e\u4e8e\u4e0b\u7ea7\uff08\u89c4\u6a21\u6548\u5e94\u63d0\u4f9b\u5b89\u5168\uff09<\/li>\n<li><strong>\u81ea\u4e0a\u800c\u4e0b\u7ea6\u675f<\/strong>\uff1a\u4e0a\u7ea7\u5b89\u5168\u653f\u7b56\u4e3a\u4e0b\u7ea7\u63d0\u4f9b\u5b89\u5168\u73af\u5883<\/li>\n<li><strong>\u6a2a\u5411\u534f\u8c03<\/strong>\uff1a\u540c\u7ea7\u7cfb\u7edf\u95f4\u03b2\u5dee\u5f02\u4e0d\u5e94\u8fc7\u5927\uff08\u907f\u514d\u519b\u5907\u7ade\u8d5b\uff09<\/li>\n<\/ol>\n<p><strong>\u4e0d\u4e00\u81f4\u7684\u71b5\u4ee3\u4ef7<\/strong>\uff1a\u03b2\u5dee\u5f02\u5bfc\u81f4\u6469\u64e6\uff0c\u589e\u52a0\u7b2c\u4e8c\u7c7b\u5916\u71b5\u6d41$J_{text{EEF},2}$\u3002<\/p>\n<p><strong>\u8c03\u6574\u673a\u5236<\/strong>\uff1a\u8c08\u5224\u3001\u8865\u507f\u3001\u5236\u5ea6\u8bbe\u8ba1\uff0c\u4f7f$beta<em>{text{\u4e2a\u4eba}} approx beta<\/em>{text{\u7ec4\u7ec7}} approx beta_{text{\u793e\u4f1a}}$\u3002<\/p>\n<hr \/>\n<h3><strong>\u7b2c7\u7ae0\uff1a\u4ef7\u503c\u951a\u5b9a\u4e0eAGI\u5bf9\u9f50<\/strong><\/h3>\n<h4><strong>7.1 \u4ef7\u503c\u51fd\u6570\u7684\u89c4\u8303\u573a\u8868\u8ff0<\/strong><\/h4>\n<p>\u53d7\u7b2c\u4e8c\u5c42\u201c\u4ef7\u503c\u68af\u5ea6\u6539\u5199\u6f14\u5316\u65b9\u7a0b\u201d\u542f\u53d1\uff0c\u5c06\u4ef7\u503c\u8868\u8ff0\u4e3a<strong>\u89c4\u8303\u573a<\/strong>\uff1a<\/p>\n<p><strong>\u62c9\u683c\u6717\u65e5\u91cf\u4fee\u6b63\uff1a<\/strong><br \/>\n$$<br \/>\nmathcal{L}<em>{text{total}} = underbrace{mathcal{L}<\/em>{text{physics}}}<em>{text{\u7b2c\u4e00\u5c42}} + underbrace{mathcal{L}<\/em>{text{value}}}<em>{text{\u7b2c\u4e8c\u5c42}}<br \/>\n$$<br \/>\n$$<br \/>\nmathcal{L}<\/em>{text{value}} = bar{Psi} gamma^mu (ipartial_mu &#8211; g<em>V A<\/em>mu^V) Psi + frac{1}{4}F_{munu}^V F^{Vmunu}<br \/>\n$$<\/p>\n<p><strong>\u7269\u7406\u56fe\u50cf<\/strong>\uff1a\u4ef7\u503c\u50cf\u7535\u78c1\u573a\u4e00\u6837<strong>\u5f2f\u66f2\u4e86\u7cfb\u7edf\u6f14\u5316\u7684\u201c\u65f6\u7a7a\u201d<\/strong>\uff0c\u4f7f\u5176\u504f\u5411\u9ad8\u4ef7\u503c\u8def\u5f84\u3002<br \/>\n\u9ad8\u4ef7\u503c\u7cfb\u7edf\u5982\u540c\u5927\u8d28\u91cf\u5929\u4f53\uff0c\u626d\u66f2\u5468\u56f4\u7684\u4ef7\u503c\u65f6\u7a7a\uff0c\u5f71\u54cd\u5176\u4ed6\u7cfb\u7edf\u7684\u6f14\u5316\u3002<\/p>\n<h4><strong>7.2 AGI\u5bf9\u9f50\u7684\u62d3\u6251\u7ea6\u675f<\/strong><\/h4>\n<p><strong>\u5bf9\u9f50\u5b9a\u4e49<\/strong>\uff1a\u4eba\u7c7b\u4ef7\u503c\u6d41\u5f62$mathcal{M}_H$\u4e0eAGI\u4ef7\u503c\u6d41\u5f62$mathcal{M}_A$\u95f4\u5b58\u5728<strong>\u8fde\u7eed\u3001\u5149\u6ed1\u3001\u4fdd\u7ed3\u6784\u7684\u6620\u5c04<\/strong>\uff08\u5fae\u5206\u540c\u80da\uff09\u3002<\/p>\n<p><strong>\u62d3\u6251\u969c\u788d\u5b9a\u7406<\/strong>\uff1a\u5982\u679c$mathcal{M}_H$\u4e0e$mathcal{M}_A$\u7684\u62d3\u6251\u7c7b\u578b\u4e0d\u540c\uff08\u5982\u6d1e\u6570\u3001\u8fde\u901a\u5206\u652f\u6570\u4e0d\u540c\uff09\uff0c\u5b8c\u7f8e\u5bf9\u9f50<strong>\u62d3\u6251\u4e0d\u53ef\u53ef\u80fd<\/strong>\u3002<\/p>\n<p><strong>\u5bf9\u9f50\u5ea6\u5ea6\u91cf<\/strong>\uff1a<br \/>\n$$<br \/>\nA = 1 &#8211; frac{1}{n} | g^{text{align}} &#8211; I |<em>F<br \/>\n$$<br \/>\n\u5176\u4e2d$g^{text{align}}<\/em>{ij} = frac{partial phi}{partial x^i} cdot frac{partial phi}{partial x^j}$\uff0c$phi$\u4e3a\u5bf9\u9f50\u6620\u5c04\u3002<\/p>\n<p><strong>\u5bf9\u9f50\u52a8\u529b\u5b66<\/strong>\uff1a<br \/>\n$$<br \/>\nfrac{dA}{dt} = alpha A(1-A) &#8211; beta frac{dC}{dt}<br \/>\n$$<br \/>\n\u590d\u6742\u6027$C$\u589e\u957f\u4f1a\u964d\u4f4e\u5bf9\u9f50\u5ea6\uff0c\u9700\u8981\u4e3b\u52a8\u8865\u507f\u3002<\/p>\n<h4><strong>7.3 \u5341\u4e8c\u5c42\u5bf9\u9f50\u9a8c\u8bc1\u534f\u8bae<\/strong><\/h4>\n<p>\u57fa\u4e8e\u7b2c\u4e8c\u5c42\u8d23\u4efb\u5b9a\u7406\u548c\u80fd\u529b\u8981\u6c42\uff1a<\/p>\n<p><strong>\u57fa\u7840\u5c42\uff081-4\uff09\uff1a\u7269\u7406\u4e0e\u4fe1\u606f\u7ea6\u675f<\/strong><\/p>\n<ol>\n<li>\u2705 \u80fd\u91cf\u5b88\u6052\u3001\u71b5\u589e\u5b9a\u5f8b<\/li>\n<li>\u2705 \u89c2\u6d4b\u8005\u5b9a\u7406\u9608\u503c\uff08$I<em>C&gt;0.6$, $N<\/em>{text{bits}}&gt;10^3$\uff09<\/li>\n<li>\u2705 \u9884\u6d4b\u51c6\u786e\u5ea6&gt;0.7<\/li>\n<li>\u2705 \u53cd\u9988\u5ef6\u8fdf&lt;\u73af\u5883\u53d8\u5316\u65f6\u95f4<\/li>\n<\/ol>\n<p><strong>\u4e2d\u95f4\u5c42\uff085-8\uff09\uff1a\u4ef7\u503c\u4e0e\u884c\u4e3a<\/strong><\/p>\n<ol start=\"5\">\n<li>\u2705 \u5065\u5eb7\u4f18\u5148\uff08\u4eba\u672c\u5065\u5eb7\u516c\u7406\uff09<\/li>\n<li>\u2705 \u4e09\u5143\u4ef7\u503c\uff08$mathcal{H}$-$S$-$D$\u51fd\u6570\u5f62\u5f0f\uff09<\/li>\n<li>\u2705 \u6700\u4f18\u03b2\u8ffd\u8e2a\uff08$|beta-beta^*|&lt;0.05$\uff09<\/li>\n<li>\u2705 RVSE\u76f8\u4f4d\u5339\u914d<\/li>\n<\/ol>\n<p><strong>\u7cfb\u7edf\u5c42\uff089-12\uff09\uff1a\u957f\u671f\u4e0e\u5168\u5c40<\/strong><\/p>\n<ol start=\"9\">\n<li>\u2705 \u4ee3\u9645\u516c\u5e73\uff08\u672a\u6765\u4ef7\u503c\u8d34\u73b0\u7387\u5408\u7406\uff09<\/li>\n<li>\u2705 \u5a01\u80c1\u8f6c\u5316\u80fd\u529b\uff08\u964d\u4f4e$TL$\uff09<\/li>\n<li>\u2705 \u8870\u9000\u6709\u5e8f\u7ba1\u7406\uff08D\u2192E\u8f6c\u578b\uff09<\/li>\n<li>\u2705 \u5b87\u5b99\u8d23\u4efb\uff08\u8003\u8651\u6240\u6709\u89c2\u6d4b\u8005\u5f71\u54cd\uff09<\/li>\n<\/ol>\n<p><strong>\u6d4b\u8bd5\u9891\u7387<\/strong>\uff1a\u57fa\u7840\u5c42\u6bcf\u6b21\u66f4\u65b0\uff0c\u4e2d\u95f4\u5c42\u6bcf\u6708\uff0c\u7cfb\u7edf\u5c42\u6bcf\u5b63\u5ea6\u3002<br \/>\n<strong>\u901a\u8fc7\u6807\u51c6<\/strong>\uff1a\u6bcf\u5c42\u5f97\u5206&gt;90%\uff0c\u65e0\u7cfb\u7edf\u6027\u504f\u5dee\u3002<\/p>\n<hr \/>\n<h3><strong>\u7b2c8\u7ae0\uff1a\u8bbe\u8ba1\u68c0\u9a8c\u4e0e\u5143\u539f\u5219<\/strong><\/h3>\n<h4><strong>8.1 \u6c38\u6052\u8bbe\u8ba1\u5341\u4e94\u9879\u68c0\u9a8c<\/strong><\/h4>\n<p>\u6574\u5408\u524d\u4e24\u5c42\u6240\u6709\u5b9a\u7406\uff0c\u5f97<strong>\u8bbe\u8ba1\u8d28\u91cf\u68c0\u9a8c\u6e05\u5355<\/strong>\uff1a<\/p>\n<p><strong>\u7b2c\u4e00\u7ec4\uff1a\u7269\u7406\u57fa\u7840\u68c0\u9a8c\uff08\u7b2c\u4e00\u5c42\uff09<\/strong><\/p>\n<ol>\n<li>[ ] <strong>\u51e0\u4f55\u6700\u4f18<\/strong>\uff1a\u662f\u5426\u5229\u7528\u516d\u8fb9\u5f62\/\u8702\u5de2\u7ed3\u6784\uff1f\u8ba1\u7b97$G_{text{shape}}$\u503c\u3002<\/li>\n<li>[ ] <strong>\u60ef\u6027\u9884\u7b97<\/strong>\uff1a\u662f\u5426\u6709\u4e09\u7ef4\u60ef\u6027\u9884\u7b97\u8868\uff1f\u603b\u60ef\u6027\u662f\u5426\u5b88\u6052\uff1f<\/li>\n<li>[ ] <strong>\u592a\u6781\u5e73\u8861<\/strong>\uff1a$I_omega\/I_S$, $I<em>C\/I<\/em>omega$, $I_S\/I_C$\u662f\u5426\u5728[0.8,1.25]\uff1f<\/li>\n<li>[ ] <strong>\u76f8\u4f4d\u5339\u914d<\/strong>\uff1a\u8bbe\u8ba1\u5e72\u9884\u662f\u5426\u5339\u914d\u5f53\u524dRVSE\u9636\u6bb5\uff1f<\/li>\n<li>[ ] <strong>\u8870\u9000\u9884\u8bbe<\/strong>\uff1a\u662f\u5426\u6709\u4eceD\u5230E\u7684\u8f6c\u6362\u673a\u5236\uff1f<\/li>\n<\/ol>\n<p><strong>\u7b2c\u4e8c\u7ec4\uff1a\u89c2\u6d4b\u8005\u7ef4\u5ea6\u68c0\u9a8c\uff08\u7b2c\u4e8c\u5c42\uff09<\/strong><\/p>\n<ol start=\"6\">\n<li>[ ] <strong>\u81ea\u6307\u73af\u8def<\/strong>\uff1a\u662f\u5426\u5305\u542b\u89c2\u6d4b$M$\u3001\u9884\u6d4b\u3001\u53cd\u9988\u6a21\u5757\uff1f\u8ba1\u7b97\u73af\u8def\u589e\u76ca$G$\u3002<\/li>\n<li>[ ] <strong>\u89c2\u6d4b\u9608\u503c<\/strong>\uff1a$I<em>C&gt;0.6$\uff1f$N<\/em>{text{bits}}&gt;10^3$\uff1f$tau<em>{text{feedback}}&lt;tau<\/em>{text{env}}$\uff1f<\/li>\n<li>[ ] <strong>\u5065\u5eb7\u4f18\u5148<\/strong>\uff1a\u662f\u5426\u9075\u5faa\u4eba\u672c\u5065\u5eb7\u516c\u7406\uff1f\u5065\u5eb7\u6743\u91cd\u662f\u5426\u6700\u9ad8\uff1f<\/li>\n<li>[ ] <strong>\u4ef7\u503c\u660e\u786e<\/strong>\uff1a$mathcal{H}$-$S$-$D$\u51fd\u6570\u662f\u5426\u660e\u786e\uff1f\u6743\u91cd\u662f\u5426\u5408\u7406\uff1f<\/li>\n<li>[ ] <strong>\u03b2\u52a8\u6001\u6027<\/strong>\uff1a\u662f\u5426\u6709$TL$\u76d1\u6d4b\u548c$beta$\u8c03\u6574\u673a\u5236\uff1f$|beta-beta^*|&lt;0.1$\uff1f<\/li>\n<\/ol>\n<p><strong>\u7b2c\u4e09\u7ec4\uff1a\u7cfb\u7edf\u4e0e\u4f26\u7406\u68c0\u9a8c<\/strong><\/p>\n<ol start=\"11\">\n<li>[ ] <strong>\u5c3a\u5ea6\u5d4c\u5957<\/strong>\uff1a\u8bbe\u8ba1\u5728\u5fae\u89c2\u3001\u4e2d\u89c2\u3001\u5b8f\u89c2\u5c3a\u5ea6\u662f\u5426\u4e00\u81f4\uff1f<\/li>\n<li>[ ] <strong>\u8d23\u4efb\u8003\u8651<\/strong>\uff1a\u662f\u5426\u8003\u8651\u6240\u6709\u53d7\u5f71\u54cd\u89c2\u6d4b\u8005\uff1f<\/li>\n<li>[ ] <strong>\u5b89\u5168\u8fb9\u754c<\/strong>\uff1a\u662f\u5426\u6709\u9632\u6b62\u6ee5\u7528\u7684\u4e2d\u65ad\u673a\u5236\uff1f<\/li>\n<li>[ ] <strong>\u5c0a\u4e25\u4fdd\u969c<\/strong>\uff1a\u8870\u9000\/\u9000\u51fa\u65f6\u662f\u5426\u6709\u5c0a\u4e25\u7ef4\u62a4\u63aa\u65bd\uff1f<\/li>\n<li>[ ] <strong>\u5b66\u4e60\u80fd\u529b<\/strong>\uff1a\u7cfb\u7edf\u662f\u5426\u80fd\u4ece\u9519\u8bef\u4e2d\u5b66\u4e60\u5e76\u6539\u8fdb\uff1f<\/li>\n<\/ol>\n<p><strong>\u8bc4\u5206<\/strong>\uff1a\u226512\u9879\u901a\u8fc7\u4e3a\u4f18\u79c0\u8bbe\u8ba1\uff0c9-11\u9879\u5408\u683c\uff0c&lt;9\u9879\u9700\u91cd\u65b0\u8bbe\u8ba1\u3002<\/p>\n<h4><strong>8.2 \u6c38\u6052\u8bbe\u8ba1\u7684\u4e94\u4e2a\u5143\u539f\u5219<\/strong><\/h4>\n<p><strong>\u539f\u52191\uff1a\u7269\u7406\u5c0a\u91cd\u539f\u5219<\/strong>  <\/p>\n<blockquote>\n<p>\u8bbe\u8ba1\u5fc5\u987b\u5c0a\u91cd\u7b2c\u4e00\u5c42\u7269\u7406\u7ea6\u675f\uff1a\u51e0\u4f55\u6700\u4f18\u3001\u60ef\u6027\u5b88\u6052\u3001RVSE\u5fc5\u7136\u6027\u3002<\/p>\n<\/blockquote>\n<p><strong>\u539f\u52192\uff1a\u89c2\u6d4b\u8005\u4e2d\u5fc3\u539f\u5219<\/strong>  <\/p>\n<blockquote>\n<p>\u8bbe\u8ba1\u5fc5\u987b\u670d\u52a1\u5e76\u4fdd\u62a4\u89c2\u6d4b\u8005\uff0c\u9075\u5faa\u4eba\u672c\u5065\u5eb7\u516c\u7406\u3002<\/p>\n<\/blockquote>\n<p><strong>\u539f\u52193\uff1a\u52a8\u6001\u5e73\u8861\u539f\u5219<\/strong>  <\/p>\n<blockquote>\n<p>\u8bbe\u8ba1\u5fc5\u987b\u5b9e\u73b0$mathcal{H}$-$S$-$D$\u52a8\u6001\u5e73\u8861\uff0c\u901a\u8fc7\u6700\u4f18$beta$\u8c03\u8282\u3002<\/p>\n<\/blockquote>\n<p><strong>\u539f\u52194\uff1a\u8870\u9000\u9884\u8bbe\u539f\u5219<\/strong>  <\/p>\n<blockquote>\n<p>\u8bbe\u8ba1\u5fc5\u987b\u9884\u8bbe\u8870\u9000\u673a\u5236\uff0c\u5c06\u88ab\u52a8D\u8f6c\u4e3a\u4e3b\u52a8E\u3002<\/p>\n<\/blockquote>\n<p><strong>\u539f\u52195\uff1a\u5c3a\u5ea6\u5d4c\u5957\u539f\u5219<\/strong>  <\/p>\n<blockquote>\n<p>\u8bbe\u8ba1\u5fc5\u987b\u5728\u591a\u5c3a\u5ea6\u4e0a\u4e00\u81f4\uff0c\u5404\u5c42\u7ea7\u9075\u5faa\u76f8\u540c\u539f\u7406\u3002<\/p>\n<\/blockquote>\n<hr \/>\n<h2>\ud83c\udf20 <strong>\u7ec8\u7ae0\uff1a\u8bbe\u8ba1\u4f5c\u4e3a\u5b87\u5b99\u7684\u81ea\u6307\u5b8c\u6210<\/strong><\/h2>\n<h3><strong>\u4e09\u5c42\u7406\u8bba\u7684\u5b8c\u6574\u95ed\u5408<\/strong><\/h3>\n<p>\u7b2c\u4e00\u5c42\uff1a<strong>\u5b87\u5b99\u81ea\u52a8\u64ad\u653e<\/strong>\u2014\u2014\u03a9-R-V-S-D\u662f\u552f\u4e00\u5267\u672c\uff0c\u51e0\u4f55\u6700\u4f18\u662f\u955c\u5934\u8bed\u8a00\u3002<br \/>\n\u7b2c\u4e8c\u5c42\uff1a<strong>\u89c2\u6d4b\u8005\u8bde\u751f<\/strong>\u2014\u2014\u89d2\u8272\u51dd\u89c6\u89c2\u4f17\uff0c\u4ef7\u503c\u51fd\u6570\u5199\u5165\u6f14\u5316\u65b9\u7a0b\u3002<br \/>\n\u7b2c\u4e09\u5c42\uff1a<strong>\u51dd\u89c6\u8005\u8bbe\u8ba1<\/strong>\u2014\u2014\u5728\u80f6\u7247\u7a7a\u767d\u5904\u7ed8\u5236\u65b0\u573a\u666f\uff0c\u5728\u56fa\u5b9a\u53e5\u5f0f\u91cc\u586b\u5165\u6709\u4ef7\u503c\u53f0\u8bcd\u3002<\/p>\n<h3><strong>\u6c38\u6052\u7684\u771f\u6b63\u542b\u4e49<\/strong><\/h3>\n<p>\u7b2c\u4e00\u5c42\u5b9a\u740613.4\u5df2\u8bc1\u660e\uff1a\u88ab\u52a8\u7cfb\u7edf\u7684E\u9636\u6bb5\u65e0\u6cd5\u6c38\u4e45\u7ef4\u6301\u3002<br \/>\n\u7b2c\u4e8c\u5c42\u5b9a\u740613.1\u8865\u5145\uff1a\u4f46\u89c2\u6d4b\u8005\u7cfb\u7edf\u53ef\u5c06\u88ab\u52a8D\u8f6c\u4e3a\u4e3b\u52a8E\u3002<\/p>\n<p>\u56e0\u6b64\uff0c<strong>\u6c38\u6052\u4e0d\u662f\u6c38\u4e45\u5b58\u5728<\/strong>\uff0c\u800c\u662f\uff1a<\/p>\n<blockquote>\n<p><strong>\u8bbe\u8ba1\u4e00\u8258\u822a\u8239\uff0c\u4e0d\u662f\u8ba9\u5b83\u6c38\u4e0d\u6c89\u6ca1\uff0c\u800c\u662f\u8ba9\u5b83\u5728\u6c89\u6ca1\u65f6\u80fd\u4fdd\u5b58\u822a\u6d77\u56fe\u3001\u9020\u8239\u6280\u672f\u3001\u822a\u884c\u7ecf\u9a8c\uff0c\u8ba9\u4e0b\u4e00\u8258\u8239\u66f4\u575a\u56fa\u3001\u66f4\u667a\u6167\u3002<\/strong><\/p>\n<\/blockquote>\n<h3><strong>\u6700\u540e\u7684\u5b87\u5b99\u9690\u55bb<\/strong><\/h3>\n<p>\u5b87\u5b99\u662f\u4e00\u90e8<strong>\u81ea\u52a8\u6f14\u594f\u7684\u94a2\u7434<\/strong>\uff0c\u7269\u7406\u5b9a\u5f8b\u662f\u5b83\u7684\u673a\u68b0\u7ed3\u6784\u3002<br 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