{"id":93635,"date":"2026-08-12T22:08:54","date_gmt":"2026-08-12T14:08:54","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/93635.html"},"modified":"2026-08-12T22:08:54","modified_gmt":"2026-08-12T14:08:54","slug":"%e5%87%86%e5%a4%a7%e4%ba%8c%e5%ad%a6%e7%94%9f%e4%bb%8e0%e5%bc%80%e5%a7%8b%e5%ad%a6ai-%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0day20","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/93635.html","title":{"rendered":"\u51c6\u5927\u4e8c\u5b66\u751f\u4ece0\u5f00\u59cb\u5b66AI\u2014\u2014\u673a\u5668\u5b66\u4e60Day20"},"content":{"rendered":"

—<\/p>\n

type: daily_note<\/p>\n

title: \u5f02\u5e38\u68c0\u6d4b \u2014\u2014 \u4ece\u805a\u7c7b\u6536\u5c3e\u5230\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u4e0e\u8bc4\u4f30<\/p>\n

date: 2026-08-12<\/p>\n

person: \u5434\u6069\u8fbe<\/p>\n

phase: "2.3"<\/p>\n

day: Day 12<\/p>\n

topics:<\/p>\n

\u00a0 [\u9009\u62e9\u805a\u7c7b\u6570, \u5f02\u5e38\u68c0\u6d4b\u52a8\u673a, \u9ad8\u65af\u5206\u5e03, \u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5, \u5f00\u53d1\u4e0e\u8bc4\u4f30\u5f02\u5e38\u68c0\u6d4b\u7cfb\u7edf]<\/p>\n

—<\/p>\n

\u00a0<\/p>\n

# 2026-08-12 \u5b66\u4e60\u7b14\u8bb0<\/p>\n

\u00a0<\/p>\n

## \u7b14\u8bb0\u533a<\/p>\n

\u00a0<\/p>\n

### \u6838\u5fc3\u89c2\u70b9<\/p>\n

\u00a0<\/p>\n

– **#107 \u9009\u62e9\u805a\u7c7b\u6570**：K \u600e\u4e48\u9009？\u5148\u753b\u8098\u90e8\u6cd5\u5219\u770b\u6709\u6ca1\u6709\u660e\u663e\u62d0\u70b9；\u6709\u62d0\u70b9\u5c31\u9009\u62d0\u70b9\u5904，\u6ca1\u62d0\u70b9\u522b\u786c\u627e，\u6309\u4e1a\u52a1\u9700\u6c42\u5b9a K（\u60f3\u8981\u51e0\u7c7b\u5206\u51e0\u7c7b）<\/p>\n

– **#108 \u5f02\u5e38\u68c0\u6d4b\u52a8\u673a**：\u6570\u636e\u7edd\u5927\u591a\u6570\u6b63\u5e38\u3001\u6781\u5c11\u91cf\u5f02\u5e38\u65f6，\u7528\u5bc6\u5ea6\u4f30\u8ba1\u81ea\u52a8\u63ea\u51fa\u5f02\u5e38\u2014\u2014\u6b3a\u8bc8\u68c0\u6d4b\u3001\u5236\u9020\u7f3a\u9677\u3001\u8bbe\u5907\u6545\u969c\u9884\u8b66\u90fd\u662f\u8fd9\u79cd\u573a\u666f<\/p>\n

– **#109 \u9ad8\u65af（\u6b63\u6001）\u5206\u5e03**：\u5747\u503c \u03bc \u5b9a\u66f2\u7ebf\u4e2d\u5fc3（\u5de6\u53f3\u79fb），\u65b9\u5dee \u03c3\u00b2 \u5b9a\u80d6\u7626（\u8d8a\u5927\u8d8a\u6241\u5e73\u3001\u8d8a\u5c0f\u8d8a\u5c16）\u3002\u7ea6 99.7% \u7684\u6982\u7387\u843d\u5728\u5747\u503c \u00b13\u03c3 \u5185<\/p>\n

– **#110 \u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5**：\u2460\u6bcf\u4e2a\u7279\u5f81\u7b97 \u03bc_j\u3001\u03c3_j\u00b2 \u2461\u628a\u6837\u672c\u5728\u5404\u7279\u5f81\u7684\u9ad8\u65af\u5bc6\u5ea6\u76f8\u4e58\u5f97 p(x) \u2462p(x) < \u03b5 \u5224\u5f02\u5e38\u3002\u03b5 \u4e0d\u662f\u56fa\u5b9a 3\u03c3，\u662f\u7528\u9a8c\u8bc1\u96c6\u8c03\u51fa\u6765\u7684\u677e\u7d27\u7ebf<\/p>\n

– **#111 \u5f00\u53d1\u4e0e\u8bc4\u4f30**：\u8bad\u7ec3\u96c6\u53ea\u7528\u6b63\u5e38\u6837\u672c（\u5b66"\u6b63\u5e38\u957f\u4ec0\u4e48\u6837"）；\u4ea4\u53c9\u9a8c\u8bc1\u96c6\u3001\u6d4b\u8bd5\u96c6\u91cc\u653e\u4e00\u4e9b\u5f02\u5e38；\u7528\u7cbe\u786e\u7387\/\u53ec\u56de\u7387\u8bc4\u4f30（\u5f02\u5e38\u6781\u5c11，\u770b\u51c6\u786e\u7387\u4f1a\u5047\u6027\u6ee1\u5206）<\/p>\n

– **3\u03c3 \u4e0e p(x) \u7684\u533a\u522b**：3\u03c3 \u662f\u5355\u7279\u5f81"\u79bb\u5747\u503c\u8fdc\u4e0d\u8fdc"\u7684\u76f4\u89c9；p(x) \u662f\u6240\u6709\u7279\u5f81\u7ec4\u5408\u7684\u8054\u5408\u7a00\u6709\u7a0b\u5ea6\u3002\u5355\u7528 3\u03c3 \u4f1a\u6f0f\u6389"\u6bcf\u4e2a\u7279\u5f81\u90fd\u6b63\u5e38\u4f46\u7ec4\u5408\u5f88\u53cd\u5e38"\u7684\u6837\u672c<\/p>\n

\u00a0<\/p>\n

### \u5173\u952e\u65b9\u6cd5\/\u6d41\u7a0b<\/p>\n

\u00a0<\/p>\n

**\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5：**<\/p>\n

\u00a0<\/p>\n

```<\/p>\n

1. \u5bf9\u6bcf\u4e2a\u7279\u5f81 x_j，\u7b97\u5747\u503c \u03bc_j \u548c\u65b9\u5dee \u03c3_j\u00b2<\/p>\n

2. \u5bf9\u6837\u672c x，\u7b97\u5b83\u5728\u6bcf\u4e2a\u7279\u5f81\u4e0a\u7684\u9ad8\u65af\u5bc6\u5ea6，\u5168\u90e8\u4e58\u8d77\u6765\u5f97\u5230 p(x)<\/p>\n

3. p(x) < \u03b5 \u2192 \u5224\u4e3a\u5f02\u5e38；\u5426\u5219\u6b63\u5e38<\/p>\n

\u00a0 \u00a0（\u03b5 \u7528\u5e26\u6807\u7b7e\u7684\u9a8c\u8bc1\u96c6\u8bd5\u51e0\u4e2a\u503c，\u9009"\u771f\u51f6\u6293\u5f97\u591a\u3001\u8bef\u4f24\u5c11"\u7684\u90a3\u4e2a）<\/p>\n

```<\/p>\n

\u00a0<\/p>\n

**\u6570\u636e\u5212\u5206：**<\/p>\n

\u00a0<\/p>\n

– \u8bad\u7ec3\u96c6：\u5168\u90e8\u6b63\u5e38\u6837\u672c<\/p>\n

– \u4ea4\u53c9\u9a8c\u8bc1\u96c6：\u6b63\u5e38\u6837\u672c + \u5f02\u5e38\u6837\u672c（\u7528\u6765\u8c03 \u03b5）<\/p>\n

– \u6d4b\u8bd5\u96c6：\u6b63\u5e38\u6837\u672c + \u5f02\u5e38\u6837\u672c（\u7528\u6765\u6700\u7ec8\u8bc4\u4f30）<\/p>\n

\u00a0<\/p>\n

### \u5b9e\u6218\u8bb0\u5f55<\/p>\n

\u00a0<\/p>\n

\u00a0 – #107 \u9009\u62e9\u805a\u7c7b\u6570："\u6ca1\u62d0\u70b9\u5c31\u81ea\u5df1\u770b\u7740\u529e，\u600e\u4e48\u5206\u5408\u9002\u600e\u4e48\u6765"<\/p>\n

\u00a0 – #108 \u5f02\u5e38\u68c0\u6d4b\u573a\u666f：\u2014\u2014P(x)＜\u03b5，\u89c6\u9891\u4e2d\u662f"\u62ff\u4e00\u5806\u6570\u636e\u4e00\u5708\u4e00\u5708\u753b\u51fa\u6765，\u5708\u5916\u7684\u662f\u5f02\u5e38\u503c"<\/p>\n

\u00a0 – #109 \u9ad8\u65af\u5206\u5e03："\u03bc\u662f\u5e73\u5747\u503c，\u03c3（\u897f\u683c\u739b）\u662f\u7ba1\u9ad8\u77ee\u80d6\u7626\u7684，\u5b83\u8d8a\u5927\u8d8a\u6241\u5e73"<\/p>\n

\u00a0 – #110 \u7b97\u6cd5\u91cd\u8003："\u628a\u7279\u5f81\u7684\u6982\u7387\u7b97\u51fa\u6765，\u6700\u540e\u628a\u4e00\u4e2a\u6570\u636e\u7684\u6240\u6709\u7279\u5f81\u6982\u7387\u4e58\u8d77\u6765\u4e0e\u03b5\u6bd4\u8f83"<\/p>\n

\u00a0 – #111 \u8bc4\u4f30：\u8bad\u7ec3\u96c6\u53ea\u7528\u6b63\u5e38\u6837\u672c\u3001\u4e4b\u540e\u770b\u7cbe\u786e\u7387\/\u53ec\u56de\u7387<\/p>\n

– \u5e0c\u814a\u5b57\u6bcd：\u03b5=\u827e\u666e\u897f\u9f99\u3001\u03c3=\u897f\u683c\u739b\u3001\u03bc=\u7f2a<\/p>\n

\u00a0<\/p>\n

—<\/p>\n

\u00a0<\/p>\n

## \u7ebf\u7d22\u533a（\u5b66\u5b8c\u540e\u5408\u4e0a\u6750\u6599，\u81ea\u95ee\u81ea\u7b54）<\/p>\n

\u00a0<\/p>\n

**Q: K \u9009\u51e0\u4e2a？\u8098\u90e8\u6cd5\u5219\u600e\u4e48\u7528？**<\/p>\n

A: \u5148\u753b\u4ee3\u4ef7\u66f2\u7ebf\u770b\u6709\u6ca1\u6709\u660e\u663e\u62d0\u70b9；\u6709\u5c31\u9009\u62d0\u70b9，\u6ca1\u62d0\u70b9\u6309\u4e1a\u52a1\u9700\u6c42\u5b9a K\u3002"\u6ca1\u62d0\u70b9\u5c31\u81ea\u5df1\u770b\u7740\u529e，\u600e\u4e48\u5206\u5408\u9002\u600e\u4e48\u6765"\u3002<\/p>\n

\u00a0<\/p>\n

**Q: \u5f02\u5e38\u68c0\u6d4b\u9002\u5408\u4ec0\u4e48\u6570\u636e？**<\/p>\n

A: \u7edd\u5927\u591a\u6570\u6b63\u5e38 + \u6781\u5c11\u91cf\u5f02\u5e38，\u60f3\u81ea\u52a8\u627e\u51fa\u5f02\u5e38（\u6b3a\u8bc8\u3001\u7f3a\u9677\u3001\u6545\u969c）\u3002<\/p>\n

\u00a0<\/p>\n

**Q: \u03bc \u548c \u03c3\u00b2 \u5404\u7ba1\u4ec0\u4e48？**<\/p>\n

A: \u03bc（\u7f2a）\u7ba1\u4e2d\u5fc3\u4f4d\u7f6e，\u03c3\u00b2（\u897f\u683c\u739b\u5e73\u65b9）\u7ba1\u80d6\u7626\u2014\u2014\u03c3\u00b2 \u8d8a\u5927\u66f2\u7ebf\u8d8a\u6241\u8d8a\u5bbd\u3002"\u03bc\u662f\u5e73\u5747\u503c，\u03c3\u662f\u7ba1\u9ad8\u77ee\u80d6\u7626\u7684"\u3002<\/p>\n

\u00a0<\/p>\n

**Q: \u4e00\u4e2a\u6837\u672c\u600e\u4e48\u5224\u5b9a\u662f\u4e0d\u662f\u5f02\u5e38？**<\/p>\n

A: \u6bcf\u4e2a\u7279\u5f81\u7b97 \u03bc_j\u3001\u03c3_j\u00b2，\u628a\u6837\u672c\u5728\u5404\u7279\u5f81\u7684\u9ad8\u65af\u5bc6\u5ea6\u76f8\u4e58\u5f97 p(x)，p(x) < \u03b5 \u5224\u5f02\u5e38\u3002\u6ce8\u610f：\u4e0d\u662f"3\u03c3\u4e4b\u5916"，\u662f p(x) \u4f4e\u4e8e\u8c03\u51fa\u6765\u7684\u9608\u503c \u03b5\u3002<\/p>\n

\u00a0<\/p>\n

**Q: \u03b5 \u600e\u4e48\u6765\u7684？**<\/p>\n

A: \u7528\u5e26\u771f\u7b54\u6848\u7684\u9a8c\u8bc1\u96c6\u8bd5\u51e0\u4e2a \u03b5，\u9009"\u771f\u5f02\u5e38\u6293\u5f97\u591a\u3001\u8bef\u4f24\u6b63\u5e38\u6837\u672c\u5c11"\u7684\u90a3\u4e2a\u3002<\/p>\n

\u00a0<\/p>\n

**Q: \u5f02\u5e38\u68c0\u6d4b\u7cfb\u7edf\u600e\u4e48\u8bc4\u4f30？**<\/p>\n

A: \u8bad\u7ec3\u96c6\u5168\u6b63\u5e38；\u9a8c\u8bc1\/\u6d4b\u8bd5\u96c6\u542b\u5f02\u5e38；\u770b\u7cbe\u786e\u7387（\u6293\u51fa\u7684\u5f02\u5e38\u91cc\u591a\u5c11\u771f\u5f02\u5e38）\u548c\u53ec\u56de\u7387（\u771f\u5f02\u5e38\u6293\u51fa\u591a\u5c11）\u3002\u5f02\u5e38\u6781\u5c11\u65f6\u770b\u51c6\u786e\u7387\u4f1a\u5047\u6027\u6ee1\u5206\u3002<\/p>\n

\u00a0<\/p>\n

—<\/p>\n

\u00a0<\/p>\n

## \u603b\u7ed3（50\u5b57\u4ee5\u5185，\u7528\u81ea\u5df1\u7684\u8bdd\u6982\u62ec\u4eca\u5929\u5b66\u5230\u4e86\u4ec0\u4e48）<\/p>\n

\u00a0<\/p>\n

C3 \u65e0\u76d1\u7763\u5b66\u4e60\u7b2c\u4e8c\u7ae0：\u5f02\u5e38\u68c0\u6d4b\u3002\u6bcf\u4e2a\u7279\u5f81\u9ad8\u65af\u5efa\u6a21，p(x) \u76f8\u4e58\u518d\u548c \u03b5 \u6bd4，p(x)<\u03b5 \u5224\u5f02\u5e38；\u03b5 \u7528\u9a8c\u8bc1\u96c6\u8c03，\u7cbe\u786e\u7387\/\u53ec\u56de\u7387\u8bc4\u4f30\u3002<\/p>\n

\u00a0<\/p>\n

—<\/p>\n

\u00a0<\/p>\n

## \u590d\u4e60\u5361\u7247<\/p>\n

\u00a0<\/p>\n

| \u6982\u5ff5 | \u4e00\u53e5\u8bdd | \u6211\u7684\u573a\u666f |<\/p>\n

| ———— | ———————————————- | ———————— |<\/p>\n

| \u9009\u62e9\u805a\u7c7b\u6570 | \u6709\u62d0\u70b9\u7528\u8098\u90e8，\u6ca1\u62d0\u70b9\u6309\u4e1a\u52a1\u9700\u6c42 | "\u6ca1\u62d0\u70b9\u5c31\u81ea\u5df1\u770b\u7740\u529e" |<\/p>\n

| \u5f02\u5e38\u68c0\u6d4b\u573a\u666f | \u5927\u91cf\u6b63\u5e38 + \u6781\u5c11\u5f02\u5e38，\u81ea\u52a8\u63ea\u5f02\u5e38 | \u7535\u6c60\u9000\u5316\u9884\u8b66 |<\/p>\n

| \u9ad8\u65af\u5206\u5e03 | \u03bc \u7ba1\u4f4d\u7f6e，\u03c3\u00b2 \u7ba1\u80d6\u7626 | "\u7ba1\u9ad8\u77ee\u80d6\u7626" |<\/p>\n

| p(x) | \u5404\u7279\u5f81\u9ad8\u65af\u5bc6\u5ea6\u76f8\u4e58 = \u7efc\u5408\u6b63\u5e38\u7a0b\u5ea6 | "\u6982\u7387\u4e58\u8d77\u6765\u548c\u03b5\u6bd4" |<\/p>\n

| \u03b5 | \u677e\u7d27\u7ebf，\u9a8c\u8bc1\u96c6\u8c03\u51fa\u6765\u7684 | "\u8863\u670dC\u7f57" |<\/p>\n

| 3\u03c3 vs p(x) | 3\u03c3 \u770b\u5355\u7279\u5f81，p(x) \u770b\u8054\u5408 | "\u4e00\u5708\u4e00\u5708\u753b，\u5708\u5916\u662f\u5f02\u5e38" |<\/p>\n

| \u8bc4\u4f30 | \u8bad\u7ec3\u96c6\u5168\u6b63\u5e38，\u9a8c\u8bc1\/\u6d4b\u8bd5\u542b\u5f02\u5e38，\u770b\u7cbe\u786e\u7387\/\u53ec\u56de\u7387 | \u51c6\u786e\u7387\u4f1a\u5047\u6027\u6ee1\u5206 |<\/p>\n

\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"

—type: daily_notetitle: \u5f02\u5e38\u68c0\u6d4b \u2014\u2014 \u4ece\u805a\u7c7b\u6536\u5c3e\u5230\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u4e0e\u8bc4\u4f30date: 2026-08-12person: \u5434\u6069\u8fbephase: \\”2.3\\”day: Day 12topics:[\u9009\u62e9\u805a\u7c7b\u6570, \u5f02\u5e38\u68c0\u6d4b\u52a8\u673a, \u9ad8\u65af\u5206\u5e03, \u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5, \u5f00\u53d1\u4e0e\u8bc4\u4f30\u5f02\u5e38\u68c0\u6d4b\u7cfb\u7edf]—# 2026-08-12 \u5b66\u4e60\u7b14\u8bb0## \u7b14\u8bb0\u533a### \u6838\u5fc3\u89c2\u70b9- **#107 \u9009\u62e9\u805a\u7c7b\u6570**：K \u600e\u4e48\u9009？\u5148\u753b\u8098\u90e8\u6cd5\u5219\u770b\u6709\u6ca1\u6709\u660e\u663e\u62d0\u70b9&#xff1b<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50,207],"topic":[],"class_list":["post-93635","post","type-post","status-publish","format-standard","hentry","category-server","tag-50","tag-207"],"yoast_head":"\n\u51c6\u5927\u4e8c\u5b66\u751f\u4ece0\u5f00\u59cb\u5b66AI\u2014\u2014\u673a\u5668\u5b66\u4e60Day20 - 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