{"id":119131,"date":"2026-10-28T23:56:31","date_gmt":"2026-10-28T15:56:31","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/119131.html"},"modified":"2026-10-28T23:56:31","modified_gmt":"2026-10-28T15:56:31","slug":"%e5%88%86%e6%b2%bb%e7%ae%97%e6%b3%95%e7%9a%84%e8%af%a6%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/119131.html","title":{"rendered":"\u5206\u6cbb\u7b97\u6cd5\u7684\u8be6\u89e3"},"content":{"rendered":"

\u5206\u6cbb\u7b97\u6cd5（Divide and Conquer）\u662f\u7b97\u6cd5\u8bbe\u8ba1\u4e2d\u6700\u6838\u5fc3\u7684\u601d\u60f3\u4e4b\u4e00\u3002\u5b83\u7684\u903b\u8f91\u975e\u5e38\u7b26\u5408\u76f4\u89c9：\u628a\u4e00\u4e2a\u5927\u95ee\u9898\u62c6\u6210\u51e0\u4e2a\u5c0f\u95ee\u9898，\u5206\u522b\u89e3\u51b3\u5c0f\u95ee\u9898，\u518d\u628a\u5c0f\u95ee\u9898\u7684\u7ed3\u679c\u5408\u5e76\u8d77\u6765\u5f97\u5230\u5927\u95ee\u9898\u7684\u89e3\u3002<\/p>\n

\u4e0b\u9762\u4ece\u539f\u7406\u3001\u9002\u7528\u6761\u4ef6\u3001\u7ecf\u5178\u5b9e\u4f8b\u5230\u7f16\u7801\u5b9e\u73b0，\u5b8c\u6574\u68b3\u7406\u4e00\u904d\u3002<\/p>\n

\u4e00\u3001\u6838\u5fc3\u601d\u60f3\u4e0e\u4e09\u4e2a\u6b65\u9aa4<\/p>\n

\u5206\u6cbb\u7b97\u6cd5\u7684\u6267\u884c\u8fc7\u7a0b\u56fa\u5b9a\u4e3a\u4e09\u6b65：<\/p>\n

\u5206\u89e3（Divide）：\u5c06\u539f\u95ee\u9898\u5206\u89e3\u4e3a\u82e5\u5e72\u4e2a\u89c4\u6a21\u8f83\u5c0f\u3001\u76f8\u4e92\u72ec\u7acb\u3001\u4e0e\u539f\u95ee\u9898\u5f62\u5f0f\u76f8\u540c\u7684\u5b50\u95ee\u9898\u3002
\n\u89e3\u51b3（Conquer）：\u9012\u5f52\u5730\u6c42\u89e3\u5404\u4e2a\u5b50\u95ee\u9898\u3002\u82e5\u5b50\u95ee\u9898\u89c4\u6a21\u8db3\u591f\u5c0f，\u5219\u76f4\u63a5\u6c42\u89e3\u3002
\n\u5408\u5e76（Merge）：\u5c06\u5404\u5b50\u95ee\u9898\u7684\u89e3\u5408\u5e76\u4e3a\u539f\u95ee\u9898\u7684\u89e3\u3002
\n\u7528\u9012\u5f52\u4f2a\u4ee3\u7801\u8868\u8fbe\u5c31\u662f：<\/p>\n

text
\ndivide_and_conquer(problem):
\nif problem \u8db3\u591f\u5c0f:
\nreturn \u76f4\u63a5\u6c42\u89e3(problem)
\nsub_problems = \u5206\u89e3(problem)
\nsub_results = [divide_and_conquer\u00a7 for p in sub_problems]
\nreturn \u5408\u5e76(sub_results)
\n\u4e8c\u3001\u9002\u7528\u6761\u4ef6（\u4ec0\u4e48\u65f6\u5019\u80fd\u7528\u5206\u6cbb）<\/p>\n

\u4e0d\u662f\u6240\u6709\u95ee\u9898\u90fd\u80fd\u5206\u6cbb，\u5fc5\u987b\u540c\u65f6\u6ee1\u8db3\u4ee5\u4e0b\u6761\u4ef6：<\/p>\n

\u53ef\u5206\u89e3\u6027：\u95ee\u9898\u80fd\u5206\u89e3\u4e3a\u89c4\u6a21\u66f4\u5c0f\u7684\u540c\u7c7b\u5b50\u95ee\u9898\u3002
\n\u5b50\u95ee\u9898\u72ec\u7acb：\u5b50\u95ee\u9898\u4e4b\u95f4\u4e0d\u5305\u542b\u516c\u5171\u7684\u5b50\u5b50\u95ee\u9898（\u5426\u5219\u4f1a\u4ea7\u751f\u5927\u91cf\u91cd\u590d\u8ba1\u7b97，\u8fd9\u65f6\u66f4\u9002\u5408\u7528\u52a8\u6001\u89c4\u5212）\u3002
\n\u53ef\u5408\u5e76\u6027：\u5b50\u95ee\u9898\u7684\u89e3\u80fd\u6709\u6548\u5408\u5e76\u6210\u539f\u95ee\u9898\u7684\u89e3\u3002
\n\u89c4\u6a21\u7f29\u5c0f：\u5206\u89e3\u540e\u95ee\u9898\u89c4\u6a21\u786e\u5b9e\u51cf\u5c0f，\u4e14\u80fd\u9012\u5f52\u5230\u8fb9\u754c\u6761\u4ef6\u3002
\n\u5173\u952e\u533a\u5206：\u5206\u6cbb vs \u52a8\u6001\u89c4\u5212\u3002\u5206\u6cbb\u7684\u5b50\u95ee\u9898\u76f8\u4e92\u72ec\u7acb（\u5982\u5f52\u5e76\u6392\u5e8f\u5de6\u53f3\u4e24\u534a\u4e92\u4e0d\u5f71\u54cd）；\u52a8\u6001\u89c4\u5212\u7684\u5b50\u95ee\u9898\u76f8\u4e92\u91cd\u53e0（\u5982\u6590\u6ce2\u90a3\u5951\u6570\u5217，\u9700\u8981\u8bb0\u5fc6\u5316\u907f\u514d\u91cd\u590d\u8ba1\u7b97）\u3002
\n\u4e09\u3001\u7ecf\u5178\u5e94\u7528\u5b9e\u4f8b<\/p>\n

  • \u5f52\u5e76\u6392\u5e8f（Merge Sort）\u2014\u2014 \u6700\u5178\u578b\u7684\u5206\u6cbb<\/li>\n

    \u5206\u89e3：\u628a\u6570\u7ec4\u4ece\u4e2d\u95f4\u5207\u6210\u4e24\u534a\u3002
    \n\u89e3\u51b3：\u9012\u5f52\u5730\u5bf9\u5de6\u53f3\u4e24\u534a\u5206\u522b\u6392\u5e8f\u3002
    \n\u5408\u5e76：\u5c06\u4e24\u4e2a\u6709\u5e8f\u5b50\u6570\u7ec4\u5408\u5e76\u6210\u4e00\u4e2a\u6709\u5e8f\u6570\u7ec4\u3002
    \n\u65f6\u95f4\u590d\u6742\u5ea6：O(n log n)，\u7a7a\u95f4\u590d\u6742\u5ea6 O(n)（\u5408\u5e76\u65f6\u9700\u8981\u8f85\u52a9\u6570\u7ec4）\u3002<\/p>\n

  • \u5feb\u901f\u6392\u5e8f（Quick Sort）<\/li>\n

    \u5206\u89e3：\u9009\u4e00\u4e2a\u57fa\u51c6\u503c（pivot），\u628a\u6570\u7ec4\u5206\u6210"\u5c0f\u4e8e\u57fa\u51c6"\u548c"\u5927\u4e8e\u57fa\u51c6"\u4e24\u90e8\u5206\u3002
    \n\u89e3\u51b3：\u9012\u5f52\u6392\u5e8f\u4e24\u90e8\u5206\u3002
    \n\u5408\u5e76：\u65e0\u9700\u5408\u5e76，\u539f\u5730\u5206\u533a\u540e\u81ea\u7136\u6709\u5e8f\u3002
    \n\u6ce8\u610f：\u5feb\u6392\u7684"\u5206\u89e3"\u4f9d\u8d56\u57fa\u51c6\u9009\u62e9，\u6700\u574f\u60c5\u51b5 O(n\u00b2)，\u5e73\u5747 O(n log n)\u3002\u5b83\u4e0e\u5f52\u5e76\u7684\u533a\u522b\u5728\u4e8e\u5206\u89e3\u65f6\u505a\u4e86\u5927\u91cf\u5de5\u4f5c，\u5408\u5e76\u65f6\u51e0\u4e4e\u4e0d\u505a\u4e8b\u3002<\/p>\n

  • \u4e8c\u5206\u67e5\u627e（Binary Search）<\/li>\n

    \u5206\u89e3：\u4e0e\u4e2d\u95f4\u5143\u7d20\u6bd4\u8f83，\u5c06\u641c\u7d22\u8303\u56f4\u7f29\u5c0f\u4e00\u534a\u3002
    \n\u89e3\u51b3：\u9012\u5f52\u5728\u67d0\u4e00\u534a\u4e2d\u67e5\u627e\u3002
    \n\u5408\u5e76：\u65e0\u9700\u5408\u5e76，\u76f4\u63a5\u8fd4\u56de\u7ed3\u679c\u3002
    \n\u8fd9\u662f"\u5206\u89e3\u540e\u53ea\u89e3\u51b3\u4e00\u4e2a\u5b50\u95ee\u9898"\u7684\u7279\u4f8b，\u65f6\u95f4\u590d\u6742\u5ea6 O(log n)\u3002<\/p>\n

  • \u5927\u6574\u6570\u4e58\u6cd5（Karatsuba \u7b97\u6cd5）<\/li>\n

    \u5c06 n \u4f4d\u5927\u6574\u6570\u4e58\u6cd5\u5206\u89e3\u4e3a 3 \u6b21 n\/2 \u4f4d\u4e58\u6cd5（\u800c\u975e\u6734\u7d20\u7b97\u6cd5\u7684 4 \u6b21），\u628a\u590d\u6742\u5ea6\u4ece O(n\u00b2) \u964d\u5230 O(n^1.585)\u3002<\/p>\n

  • \u6700\u8fd1\u70b9\u5bf9\u95ee\u9898<\/li>\n

    \u5c06\u70b9\u96c6\u6309 x \u5750\u6807\u5206\u6210\u5de6\u53f3\u4e24\u534a，\u5206\u522b\u6c42\u6700\u8fd1\u70b9\u5bf9，\u518d\u5904\u7406\u8de8\u8d8a\u4e2d\u7ebf\u7684\u70b9\u5bf9，\u5408\u5e76\u5f97\u5230\u5168\u5c40\u6700\u8fd1\u70b9\u5bf9\u3002\u590d\u6742\u5ea6 O(n log n)\u3002<\/p>\n

    \u56db\u3001\u7f16\u7801\u5b9e\u4f8b<\/p>\n

    \u5b9e\u4f8b 1：\u5f52\u5e76\u6392\u5e8f（Python）<\/p>\n

    python
    \ndef merge_sort(arr):
    \n# \u8fb9\u754c\u6761\u4ef6：\u957f\u5ea6 0 \u6216 1 \u76f4\u63a5\u8fd4\u56de
    \nif len(arr) <= 1:
    \nreturn arr<\/p>\n

    # 1. \u5206\u89e3：\u4ece\u4e2d\u95f4\u5207\u5206
    \nmid = len(arr) \/\/ 2
    \nleft = merge_sort(arr[:mid]) # 2. \u89e3\u51b3：\u9012\u5f52\u6392\u5e8f\u5de6\u534a
    \nright = merge_sort(arr[mid:]) # \u9012\u5f52\u6392\u5e8f\u53f3\u534a<\/p>\n

    # 3. \u5408\u5e76：\u5c06\u4e24\u4e2a\u6709\u5e8f\u6570\u7ec4\u5408\u5e76
    \nreturn merge(left, right)<\/p>\n

    def merge(left, right):
    \nresult = []
    \ni = j = 0
    \nwhile i < len(left) and j < len(right):
    \nif left[i] <= right[j]:
    \nresult.append(left[i])
    \ni += 1
    \nelse:
    \nresult.append(right[j])
    \nj += 1
    \n# \u628a\u5269\u4f59\u90e8\u5206\u8ffd\u52a0\u8fdb\u53bb
    \nresult.extend(left[i:])
    \nresult.extend(right[j:])
    \nreturn result<\/p>\n

    \u6d4b\u8bd5<\/h2>\n

    if name == \u201cmain\u201d:
    \ndata = [38, 27, 43, 3, 9, 82, 10]
    \nprint(merge_sort(data)) # [3, 9, 10, 27, 38, 43, 82]
    \n\u6267\u884c\u8fc7\u7a0b\u793a\u610f（\u4ee5 [38, 27, 43, 3] \u4e3a\u4f8b）：<\/p>\n

    text
    \n[38, 27, 43, 3]
    \n\/
    \n[38,27] [43,3]
    \n\/ \\\\ \/
    \n[38][27] [43][3]
    \n\\\\ \/ \\\\ \/
    \n[27,38] [3,43]
    \n\\\\ \/
    \n[3,27,38,43]
    \n\u5b9e\u4f8b 2：\u5feb\u901f\u6392\u5e8f（Python）<\/p>\n

    python
    \ndef quick_sort(arr):
    \nif len(arr) <= 1:
    \nreturn arr<\/p>\n

    # 1. \u5206\u89e3：\u9009\u57fa\u51c6，\u5206\u533a
    \npivot = arr[len(arr) \/\/ 2]
    \nleft = [x for x in arr if x < pivot] # \u5c0f\u4e8e\u57fa\u51c6
    \nmiddle = [x for x in arr if x == pivot] # \u7b49\u4e8e\u57fa\u51c6
    \nright = [x for x in arr if x > pivot] # \u5927\u4e8e\u57fa\u51c6<\/p>\n

    # 2. \u89e3\u51b3 + 3. \u5408\u5e76：\u9012\u5f52\u6392\u5e8f\u5de6\u53f3\u5e76\u62fc\u63a5
    \nreturn quick_sort(left) + middle + quick_sort(right)<\/p>\n

    \u6d4b\u8bd5<\/h2>\n

    data = [38, 27, 43, 3, 9, 82, 10]
    \nprint(quick_sort(data)) # [3, 9, 10, 27, 38, 43, 82]
    \n\u4e0a\u9762\u8fd9\u4e2a\u5199\u6cd5\u53ef\u8bfb\u6027\u5f3a\u4f46\u989d\u5916\u7a7a\u95f4\u591a\u3002\u5de5\u7a0b\u4e2d\u5e38\u7528\u539f\u5730\u5206\u533a（Lomuto \u6216 Hoare \u5206\u533a）\u7248\u672c，\u7a7a\u95f4\u590d\u6742\u5ea6 O(log n)（\u9012\u5f52\u6808）\u3002
    \n\u5b9e\u4f8b 3：\u4e8c\u5206\u67e5\u627e（Python）<\/p>\n

    python
    \ndef binary_search(arr, target):
    \n# arr \u5fc5\u987b\u662f\u6709\u5e8f\u6570\u7ec4
    \nif not arr:
    \nreturn -1<\/p>\n

    mid = len(arr) \/\/ 2
    \nif arr[mid] == target:
    \n return mid # \u627e\u5230，\u8fd4\u56de\u7d22\u5f15
    \nelif arr[mid] < target:
    \n # \u53ea\u89e3\u51b3\u53f3\u534a\u90e8\u5206\u8fd9\u4e00\u4e2a\u5b50\u95ee\u9898
    \n res = binary_search(arr[mid+1:], target)
    \n return mid + 1 + res if res != -1 else -1
    \nelse:
    \n # \u53ea\u89e3\u51b3\u5de6\u534a\u90e8\u5206
    \n return binary_search(arr[:mid], target)<\/p>\n

    \u6d4b\u8bd5<\/h2>\n

    data = [3, 9, 10, 27, 38, 43, 82]
    \nprint(binary_search(data, 27)) # 3
    \nprint(binary_search(data, 100)) # -1
    \n\u5de5\u7a0b\u4e2d\u66f4\u63a8\u8350\u8fed\u4ee3\u7248\u4e8c\u5206\u67e5\u627e，\u907f\u514d\u5207\u7247\u62f7\u8d1d\u548c\u9012\u5f52\u5f00\u9500：<\/p>\n

    python
    \ndef binary_search_iter(arr, target):
    \nlo, hi = 0, len(arr) – 1
    \nwhile lo <= hi:
    \nmid = (lo + hi) \/\/ 2
    \nif arr[mid] == target:
    \nreturn mid
    \nelif arr[mid] < target:
    \nlo = mid + 1
    \nelse:
    \nhi = mid – 1
    \nreturn -1
    \n\u4e94\u3001\u590d\u6742\u5ea6\u5206\u6790\u8981\u70b9<\/p>\n

    \u7528\u4e3b\u5b9a\u7406（Master Theorem） \u5feb\u901f\u5224\u65ad\u5206\u6cbb\u7b97\u6cd5\u590d\u6742\u5ea6\u3002\u82e5\u9012\u5f52\u5f0f\u4e3a：<\/p>\n

    text
    \nT(n) = a\u00b7T(n\/b) + f(n)
    \n\u5176\u4e2d a \u662f\u5b50\u95ee\u9898\u4e2a\u6570，n\/b \u662f\u5b50\u95ee\u9898\u89c4\u6a21，f(n) \u662f\u5206\u89e3\u4e0e\u5408\u5e76\u7684\u4ee3\u4ef7：<\/p>\n

    \u60c5\u51b5\u6761\u4ef6\u590d\u6742\u5ea6
    \n\u5f52\u5e76\u6392\u5e8fa=2, b=2, f(n)=O(n)O(n log n)
    \n\u4e8c\u5206\u67e5\u627ea=1, b=2, f(n)=O(1)O(log n)
    \n\u5927\u6574\u6570\u4e58\u6cd5（Karatsuba）a=3, b=2, f(n)=O(n)O(n^log\u20823) \u2248 O(n^1.585)
    \n\u516d\u3001\u5206\u6cbb\u7684\u4f18\u7f3a\u70b9<\/p>\n

    \u4f18\u70b9：<\/p>\n

    \u903b\u8f91\u6e05\u6670，\u5929\u7136\u9002\u5408\u9012\u5f52\u5b9e\u73b0，\u4ee3\u7801\u53ef\u8bfb\u6027\u597d\u3002
    \n\u6613\u4e8e\u5e76\u884c\u5316（\u5b50\u95ee\u9898\u72ec\u7acb，\u53ef\u591a\u7ebf\u7a0b\/\u5206\u5e03\u5f0f\u5904\u7406）\u3002
    \n\u5bf9\u5927\u6570\u636e\u7684\u6392\u5e8f\u3001\u641c\u7d22\u3001\u51e0\u4f55\u95ee\u9898\u6548\u7387\u9ad8\u3002
    \n\u7f3a\u70b9：<\/p>\n

    \u9012\u5f52\u8c03\u7528\u6709\u6808\u7a7a\u95f4\u5f00\u9500，\u6df1\u5ea6\u8fc7\u5927\u53ef\u80fd\u6808\u6ea2\u51fa\u3002
    \n\u5408\u5e76\u6b65\u9aa4\u53ef\u80fd\u5e26\u6765\u989d\u5916\u7a7a\u95f4（\u5982\u5f52\u5e76\u6392\u5e8f\u9700\u8981 O(n) \u8f85\u52a9\u6570\u7ec4）\u3002
    \n\u5b50\u95ee\u9898\u82e5\u91cd\u53e0，\u4f1a\u91cd\u590d\u8ba1\u7b97，\u6b64\u65f6\u5e94\u6539\u7528\u52a8\u6001\u89c4\u5212\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u5206\u6cbb\u7b97\u6cd5（Divide and Conquer）\u662f\u7b97\u6cd5\u8bbe\u8ba1\u4e2d\u6700\u6838\u5fc3\u7684\u601d\u60f3\u4e4b\u4e00\u3002\u5b83\u7684\u903b\u8f91\u975e\u5e38\u7b26\u5408\u76f4\u89c9：\u628a\u4e00\u4e2a\u5927\u95ee\u9898\u62c6\u6210\u51e0\u4e2a\u5c0f\u95ee\u9898，\u5206\u522b\u89e3\u51b3\u5c0f\u95ee\u9898，\u518d\u628a\u5c0f\u95ee\u9898\u7684\u7ed3\u679c\u5408\u5e76\u8d77\u6765\u5f97\u5230\u5927\u95ee\u9898\u7684\u89e3\u3002
    \n\u4e0b\u9762\u4ece\u539f\u7406\u3001\u9002\u7528\u6761\u4ef6\u3001\u7ecf\u5178\u5b9e\u4f8b\u5230\u7f16\u7801\u5b9e\u73b0，\u5b8c\u6574\u68b3\u7406\u4e00\u904d\u3002
    \n\u4e00\u3001\u6838\u5fc3\u601d\u60f3\u4e0e\u4e09\u4e2a\u6b65\u9aa4
    \n\u5206\u6cbb\u7b97\u6cd5\u7684\u6267\u884c\u8fc7\u7a0b\u56fa\u5b9a\u4e3a\u4e09\u6b65：
    \n\u5206\u89e3（Divide）：\u5c06\u539f\u95ee\u9898\u5206\u89e3\u4e3a\u82e5\u5e72<\/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":[13548,81,50,190],"topic":[],"class_list":["post-119131","post","type-post","status-publish","format-standard","hentry","category-server","tag-13548","tag-python","tag-50","tag-190"],"yoast_head":"\n\u5206\u6cbb\u7b97\u6cd5\u7684\u8be6\u89e3 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\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\" href=\"https:\/\/www.wsisp.com\/helps\/119131.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5206\u6cbb\u7b97\u6cd5\u7684\u8be6\u89e3 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u5206\u6cbb\u7b97\u6cd5（Divide and Conquer）\u662f\u7b97\u6cd5\u8bbe\u8ba1\u4e2d\u6700\u6838\u5fc3\u7684\u601d\u60f3\u4e4b\u4e00\u3002\u5b83\u7684\u903b\u8f91\u975e\u5e38\u7b26\u5408\u76f4\u89c9：\u628a\u4e00\u4e2a\u5927\u95ee\u9898\u62c6\u6210\u51e0\u4e2a\u5c0f\u95ee\u9898，\u5206\u522b\u89e3\u51b3\u5c0f\u95ee\u9898，\u518d\u628a\u5c0f\u95ee\u9898\u7684\u7ed3\u679c\u5408\u5e76\u8d77\u6765\u5f97\u5230\u5927\u95ee\u9898\u7684\u89e3\u3002 \u4e0b\u9762\u4ece\u539f\u7406\u3001\u9002\u7528\u6761\u4ef6\u3001\u7ecf\u5178\u5b9e\u4f8b\u5230\u7f16\u7801\u5b9e\u73b0，\u5b8c\u6574\u68b3\u7406\u4e00\u904d\u3002 \u4e00\u3001\u6838\u5fc3\u601d\u60f3\u4e0e\u4e09\u4e2a\u6b65\u9aa4 \u5206\u6cbb\u7b97\u6cd5\u7684\u6267\u884c\u8fc7\u7a0b\u56fa\u5b9a\u4e3a\u4e09\u6b65： \u5206\u89e3（Divide）：\u5c06\u539f\u95ee\u9898\u5206\u89e3\u4e3a\u82e5\u5e72\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/119131.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-28T15:56:31+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/119131.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/119131.html\",\"name\":\"\u5206\u6cbb\u7b97\u6cd5\u7684\u8be6\u89e3 - 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