{"id":779,"date":"2023-08-14T10:21:12","date_gmt":"2023-08-14T02:21:12","guid":{"rendered":"https:\/\/zhaocunwei.co.uk\/?p=779"},"modified":"2023-08-14T10:30:31","modified_gmt":"2023-08-14T02:30:31","slug":"index1","status":"publish","type":"post","link":"https:\/\/zhaocunwei.co.uk\/index.php\/2023\/08\/14\/index1\/","title":{"rendered":"\u975e\u6bd4\u8f83\u6392\u5e8f"},"content":{"rendered":"

\u524d\u8a00<\/h1>\n

\u975e\u6bd4\u8f83\u6392\u5e8f\u7b97\u6cd5\u662f\u4e00\u7c7b\u6392\u5e8f\u65b9\u6cd5\uff0c\u5b83\u4eec\u4e0d\u901a\u8fc7\u76f4\u63a5\u6bd4\u8f83\u5143\u7d20\u7684\u5927\u5c0f\u6765\u8fdb\u884c\u6392\u5e8f\uff0c\u800c\u662f\u5229\u7528\u4e00\u4e9b\u5176\u4ed6\u7684\u6280\u5de7\u548c\u6570\u636e\u7ed3\u6784\u6765\u5b9e\u73b0\u6392\u5e8f\u3002<\/p>\n

\u8ba1\u6570\u6392\u5e8f\uff08Counting Sort\uff09<\/h1>\n

\u8ba1\u6570\u6392\u5e8f\u9002\u7528\u4e8e\u975e\u8d1f\u6574\u6570\u6392\u5e8f\uff0c\u5b83\u57fa\u4e8e\u5143\u7d20\u7684\u9891\u6b21\u7edf\u8ba1\u3002\u5b83\u7684\u601d\u60f3\u662f\u521b\u5efa\u4e00\u4e2a\u8ba1\u6570\u6570\u7ec4\u6765\u5b58\u50a8\u6bcf\u4e2a\u5143\u7d20\u51fa\u73b0\u7684\u6b21\u6570\uff0c\u7136\u540e\u6839\u636e\u8ba1\u6570\u6570\u7ec4\u91cd\u5efa\u6392\u5e8f\u7ed3\u679c\u3002<\/p>\n

def counting_sort(arr):\n    max_val = max(arr)\n    count_arr = [0] * (max_val + 1)\n    for num in arr:\n        count_arr[num] += 1\n    sorted_arr = []\n    for i in range(len(count_arr)):\n        sorted_arr.extend([i] * count_arr[i])\n    return sorted_arr\n# \u6d4b\u8bd5\u6570\u636e\ntest_data = [4, 2, 2, 8, 3, 3, 1]\nsorted_data = counting_sort(test_data)\nprint(sorted_data)<\/code><\/pre>\n
\u6876\u6392\u5e8f\uff08Bucket Sort\uff09<\/h1>\n
\u6876\u6392\u5e8f\u5c06\u5143\u7d20\u5206\u6563\u5230\u4e0d\u540c\u7684\u6876\u4e2d\uff0c\u6bcf\u4e2a\u6876\u5185\u90e8\u4f7f\u7528\u5176\u4ed6\u6392\u5e8f\u65b9\u6cd5\uff08\u901a\u5e38\u662f\u63d2\u5165\u6392\u5e8f\uff09\uff0c\u7136\u540e\u6309\u987a\u5e8f\u5408\u5e76\u6876\u7684\u7ed3\u679c\u5f97\u5230\u6392\u5e8f\u7ed3\u679c\u3002<\/p>\n
def bucket_sort(arr, num_buckets):\n    min_val = min(arr)\n    max_val = max(arr)\n    bucket_range = (max_val - min_val) \/ num_buckets\n    buckets = [[] for _ in range(num_buckets)]\n    for num in arr:\n        index = int((num - min_val) \/\/ bucket_range)\n        buckets[index].append(num)\n    sorted_arr = []\n    for bucket in buckets:\n        sorted_arr.extend(sorted(bucket))\n    return sorted_arr\n# \u6d4b\u8bd5\u6570\u636e\ntest_data = [0.42, 0.32, 0.85, 0.17, 0.05, 0.72]\nsorted_data = bucket_sort(test_data, num_buckets=5)\nprint(sorted_data)<\/code><\/pre>\n
\u57fa\u6570\u6392\u5e8f\uff08Radix Sort\uff09<\/h1>\n
\u57fa\u6570\u6392\u5e8f\u9002\u7528\u4e8e\u6574\u6570\u6392\u5e8f\uff0c\u5b83\u6309\u7167\u6570\u5b57\u7684\u4f4d\u6570\u4f9d\u6b21\u8fdb\u884c\u6392\u5e8f\u3002\u53ef\u4ee5\u4ece\u6700\u4f4e\u4f4d\uff08LSD\uff09\u6216\u6700\u9ad8\u4f4d\uff08MSD\uff09\u5f00\u59cb\u3002<\/p>\n
def radix_sort_lsd(arr):\n    max_digit = len(str(max(arr)))\n    for digit in range(max_digit):\n        buckets = [[] for _ in range(10)]\n        for num in arr:\n            digit_val = (num \/\/ 10**digit) % 10\n            buckets[digit_val].append(num)\n        arr = [num for bucket in buckets for num in bucket]\n    return arr\n# \u6d4b\u8bd5\u6570\u636e\ntest_data = [170, 45, 75, 90, 802, 24, 2, 66]\nsorted_data = radix_sort_lsd(test_data)\nprint(sorted_data)<\/code><\/pre>\n
LSD\uff08Least Significant Digit\uff09\u57fa\u6570\u6392\u5e8f<\/h1>\n
LSD\u57fa\u6570\u6392\u5e8f\u4ece\u6570\u5b57\u7684\u6700\u4f4e\u4f4d\uff08\u4e2a\u4f4d\uff09\u5f00\u59cb\uff0c\u4f9d\u6b21\u5c06\u6570\u5b57\u5206\u914d\u523010\u4e2a\u6876\u4e2d\uff0c\u7136\u540e\u6309\u7167\u6876\u7684\u987a\u5e8f\u91cd\u65b0\u7ec4\u5408\u6570\u5b57\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4f1a\u91cd\u590d\u6267\u884c\uff0c\u76f4\u5230\u5904\u7406\u5b8c\u6700\u9ad8\u4f4d\u4e3a\u6b62\u3002LSD\u57fa\u6570\u6392\u5e8f\u9002\u7528\u4e8e\u6240\u6709\u4f4d\u6570\u76f8\u540c\u7684\u6570\u5b57\uff0c\u4f8b\u5982\u6574\u6570\u3002<\/p>\n
def counting_sort(arr, exp):\n    n = len(arr)\n    output = [0] * n\n    count = [0] * 10\n    for i in range(n):\n        index = arr[i] \/\/ exp\n        count[index % 10] += 1\n    for i in range(1, 10):\n        count[i] += count[i - 1]\n    i = n - 1\n    while i >= 0:\n        index = arr[i] \/\/ exp\n        output[count[index % 10] - 1] = arr[i]\n        count[index % 10] -= 1\n        i -= 1\n    for i in range(n):\n        arr[i] = output[i]\ndef radix_sort_lsd(arr):\n    max_val = max(arr)\n    exp = 1\n    while max_val \/\/ exp > 0:\n        counting_sort(arr, exp)\n        exp *= 10\n# \u6d4b\u8bd5\u6570\u636e\ntest_data = [170, 45, 75, 90, 802, 24, 2, 66]\nradix_sort_lsd(test_data)\nprint(test_data)<\/code><\/pre>\n
MSD\uff08Most Significant Digit\uff09\u57fa\u6570\u6392\u5e8f\uff1a<\/h1>\n
MSD\u57fa\u6570\u6392\u5e8f\u4ece\u6570\u5b57\u7684\u6700\u9ad8\u4f4d\uff08\u5343\u4f4d\u3001\u767e\u4f4d\u7b49\uff09\u5f00\u59cb\uff0c\u6839\u636e\u5f53\u524d\u4f4d\u7684\u503c\u5c06\u6570\u5b57\u5206\u914d\u5230\u6876\u4e2d\uff0c\u7136\u540e\u5bf9\u6bcf\u4e2a\u6876\u5185\u7684\u6570\u5b57\u9012\u5f52\u5730\u8fdb\u884c\u6392\u5e8f\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4f1a\u9010\u6e10\u964d\u4f4e\u5230\u4f4e\u4f4d\uff0c\u76f4\u5230\u5904\u7406\u5b8c\u6700\u4f4e\u4f4d\u4e3a\u6b62\u3002MSD\u57fa\u6570\u6392\u5e8f\u9002\u7528\u4e8e\u4e0d\u540c\u4f4d\u6570\u7684\u6570\u5b57\uff0c\u4f46\u8981\u5904\u7406\u597d\u4f4d\u6570\u4e0d\u540c\u7684\u60c5\u51b5\u3002<\/p>\n
def counting_sort(arr, exp):\n    n = len(arr)\n    output = [0] * n\n    count = [0] * 10\n    for i in range(n):\n        index = (arr[i] \/\/ exp) % 10\n        count[index] += 1\n    for i in range(1, 10):\n        count[i] += count[i - 1]\n    i = n - 1\n    while i >= 0:\n        index = (arr[i] \/\/ exp) % 10\n        output[count[index] - 1] = arr[i]\n        count[index] -= 1\n        i -= 1\n    for i in range(n):\n        arr[i] = output[i]\ndef radix_sort_msd(arr):\n    max_val = max(arr)\n    exp = 1\n    while max_val \/\/ exp > 0:\n        counting_sort(arr, exp)\n        exp *= 10\n# \u6d4b\u8bd5\u6570\u636e\ntest_data = [170, 45, 75, 90, 802, 24, 2, 66]\nradix_sort_msd(test_data)\nprint(test_data)<\/code><\/pre>\n
\u975e\u6bd4\u8f83\u6392\u5e8f\u603b\u7ed3\uff1a<\/h1>\n
\u975e\u6bd4\u8f83\u6392\u5e8f\u7b97\u6cd5\u662f\u4e00\u7c7b\u4e0d\u57fa\u4e8e\u5143\u7d20\u6bd4\u8f83\u7684\u6392\u5e8f\u65b9\u6cd5\uff0c\u5b83\u4eec\u901a\u5e38\u5728\u7279\u5b9a\u6761\u4ef6\u4e0b\u5177\u6709\u9ad8\u6548\u6027\u80fd\u3002\u4ee5\u4e0b\u662f\u4e09\u79cd\u975e\u6bd4\u8f83\u6392\u5e8f\u65b9\u6cd5\uff08\u8ba1\u6570\u6392\u5e8f\u3001\u6876\u6392\u5e8f\u548c\u57fa\u6570\u6392\u5e8f\uff09\u7684\u603b\u7ed3\uff1a<\/p>\n
\u8ba1\u6570\u6392\u5e8f\uff1a<\/h3>\n
\u9002\u7528\u4e8e\u975e\u8d1f\u6574\u6570\u3002
\n\u57fa\u4e8e\u5143\u7d20\u7684\u9891\u6b21\u7edf\u8ba1\u3002
\n\u901a\u8fc7\u8ba1\u6570\u6570\u7ec4\u91cd\u5efa\u6392\u5e8f\u7ed3\u679c\u3002
\n\u65f6\u95f4\u590d\u6742\u5ea6\u4e3aO(n + k)\uff0c\u5176\u4e2dn\u662f\u5143\u7d20\u6570\u91cf\uff0ck\u662f\u8ba1\u6570\u6570\u7ec4\u7684\u5927\u5c0f\u3002<\/p>\n
\u6876\u6392\u5e8f\uff1a<\/h3>\n
\u9002\u7528\u4e8e\u5747\u5300\u5206\u5e03\u7684\u6570\u636e\u3002
\n\u5c06\u5143\u7d20\u5206\u6563\u5230\u4e0d\u540c\u7684\u6876\u4e2d\uff0c\u6876\u5185\u4f7f\u7528\u5176\u4ed6\u6392\u5e8f\u65b9\u6cd5\u3002
\n\u6876\u7684\u6570\u91cf\u548c\u9009\u62e9\u7684\u5185\u90e8\u6392\u5e8f\u7b97\u6cd5\u4f1a\u5f71\u54cd\u6027\u80fd\u3002
\n\u5e73\u5747\u65f6\u95f4\u590d\u6742\u5ea6\u53d6\u51b3\u4e8e\u6876\u7684\u6570\u91cf\u548c\u5185\u90e8\u6392\u5e8f\u7b97\u6cd5\u3002<\/p>\n
\u57fa\u6570\u6392\u5e8f\uff1a<\/h3>\n
\u9002\u7528\u4e8e\u6574\u6570\uff0c\u53ef\u4ee5\u5904\u7406\u4f4d\u6570\u4e0d\u540c\u7684\u6570\u5b57\u3002
\n\u5206\u4e3aLSD\u548cMSD\u4e24\u79cd\u7b56\u7565\u3002
\n\u901a\u8fc7\u6309\u4f4d\u6392\u5e8f\uff0c\u9010\u6e10\u8fbe\u5230\u6574\u4f53\u6392\u5e8f\u6548\u679c\u3002
\n\u65f6\u95f4\u590d\u6742\u5ea6\u4e0e\u6570\u5b57\u4f4d\u6570\u548c\u5143\u7d20\u6570\u91cf\u6709\u5173\u3002
\n\u975e\u6bd4\u8f83\u6392\u5e8f\u7b97\u6cd5\u7684\u4f18\u70b9\u5728\u4e8e\u5b83\u4eec\u53ef\u4ee5\u5728\u7279\u5b9a\u6761\u4ef6\u4e0b\u5b9e\u73b0\u7ebf\u6027\u65f6\u95f4\u590d\u6742\u5ea6\uff0c\u4e0d\u53d7\u5143\u7d20\u6bd4\u8f83\u7684\u5f71\u54cd\u3002\u7136\u800c\uff0c\u5b83\u4eec\u53ef\u80fd\u9700\u8981\u66f4\u591a\u7684\u5185\u5b58\u7a7a\u95f4\uff0c\u5bf9\u4e8e\u7279\u5b9a\u7c7b\u578b\u7684\u6570\u636e\uff0c\u6709\u65f6\u53ef\u80fd\u4e0d\u5982\u4e00\u4e9b\u6bd4\u8f83\u6392\u5e8f\u7b97\u6cd5\uff08\u5982\u5feb\u901f\u6392\u5e8f\uff09\u6548\u7387\u9ad8\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u9009\u62e9\u5408\u9002\u7684\u6392\u5e8f\u7b97\u6cd5\u8981\u6839\u636e\u6570\u636e\u7684\u7279\u70b9\u548c\u6027\u80fd\u9700\u6c42\u8fdb\u884c\u6743\u8861\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u524d\u8a00 \u975e\u6bd4\u8f83\u6392\u5e8f\u7b97\u6cd5\u662f\u4e00\u7c7b\u6392\u5e8f\u65b9\u6cd5\uff0c\u5b83\u4eec\u4e0d\u901a\u8fc7\u76f4\u63a5\u6bd4\u8f83\u5143\u7d20\u7684\u5927\u5c0f\u6765\u8fdb\u884c\u6392\u5e8f\uff0c\u800c\u662f\u5229\u7528\u4e00\u4e9b\u5176\u4ed6\u7684\u6280\u5de7\u548c\u6570\u636e\u7ed3\u6784\u6765 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_mi_skip_tracking":false},"categories":[1],"tags":[],"aioseo_notices":[],"yoast_head":"\n\u975e\u6bd4\u8f83\u6392\u5e8f - \u672c\u7f51\u7ad9\u5206\u4eab\u7f16\u7a0b\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u7684bug<\/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:\/\/zhaocunwei.co.uk\/index.php\/2023\/08\/14\/index1\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u975e\u6bd4\u8f83\u6392\u5e8f - 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