{"id":1053,"date":"2025-12-30T16:47:30","date_gmt":"2025-12-30T08:47:30","guid":{"rendered":"https:\/\/www.52runoob.com\/?p=1053"},"modified":"2025-12-30T16:47:30","modified_gmt":"2025-12-30T08:47:30","slug":"%e5%8d%95%e9%93%be%e8%a1%a8%e6%93%8d%e4%bd%9c%e8%af%a6%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/www.52runoob.com\/index.php\/2025\/12\/30\/%e5%8d%95%e9%93%be%e8%a1%a8%e6%93%8d%e4%bd%9c%e8%af%a6%e8%a7%a3\/","title":{"rendered":"\u5355\u94fe\u8868\u64cd\u4f5c\u8be6\u89e3"},"content":{"rendered":"\n<p>\u4e0b\u9762\u6211\u7ed9\u4f60\u4e00\u4efd**\u300c\u5355\u94fe\u8868\u64cd\u4f5c\u8be6\u89e3\u300d<strong>\uff0c\u4ece<\/strong>\u6982\u5ff5 \u2192 \u7ed3\u6784 \u2192 \u5e38\u89c1\u64cd\u4f5c \u2192 \u56fe\u89e3\u601d\u8def \u2192 \u9762\u8bd5\u9ad8\u9891\u9898**\uff0c\u4e00\u6b65\u6b65\u8bb2\u6e05\u695a\uff0c<strong>\u4e0d\u4f9d\u8d56\u8bed\u8a00\u57fa\u7840\u4e5f\u80fd\u770b\u61c2<\/strong>\uff0c\u540c\u65f6\u9644\u4e0a <strong>C \/ Java \/ Python \u901a\u7528\u601d\u60f3<\/strong>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e00\u3001\u4ec0\u4e48\u662f\u5355\u94fe\u8868\uff08Single Linked List\uff09<\/h1>\n\n\n\n<h3 class=\"wp-block-heading\">1\ufe0f\u20e3 \u5b9a\u4e49<\/h3>\n\n\n\n<p><strong>\u5355\u94fe\u8868<\/strong>\u662f\u4e00\u79cd\u7ebf\u6027\u6570\u636e\u7ed3\u6784\uff0c\u7531\u82e5\u5e72\u4e2a <strong>\u7ed3\u70b9\uff08Node\uff09<\/strong> \u7ec4\u6210\uff1a<\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\n&#x5B;\u6570\u636e | \u6307\u9488] -&gt; &#x5B;\u6570\u636e | \u6307\u9488] -&gt; &#x5B;\u6570\u636e | \u6307\u9488] -&gt; NULL\n\n<\/pre><\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u4e2a\u7ed3\u70b9\u5305\u542b\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u57df\uff08data\uff09<\/strong><\/li>\n\n\n\n<li><strong>\u6307\u9488\u57df\uff08next\uff09<\/strong>\uff1a\u6307\u5411\u4e0b\u4e00\u4e2a\u7ed3\u70b9<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u53ea\u80fd\u4ece\u524d\u5f80\u540e\u904d\u5386<\/strong><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2\ufe0f\u20e3 \u4e0e\u6570\u7ec4\u7684\u533a\u522b<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5bf9\u6bd4\u9879<\/th><th>\u6570\u7ec4<\/th><th>\u5355\u94fe\u8868<\/th><\/tr><\/thead><tbody><tr><td>\u5185\u5b58<\/td><td>\u8fde\u7eed<\/td><td>\u975e\u8fde\u7eed<\/td><\/tr><tr><td>\u968f\u673a\u8bbf\u95ee<\/td><td>O(1)<\/td><td>O(n)<\/td><\/tr><tr><td>\u63d2\u5165\u5220\u9664<\/td><td>\u6162<\/td><td>\u5feb<\/td><\/tr><tr><td>\u6269\u5bb9<\/td><td>\u56f0\u96be<\/td><td>\u5929\u7136\u652f\u6301<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e8c\u3001\u5355\u94fe\u8868\u7684\u57fa\u672c\u7ed3\u6784<\/h1>\n\n\n\n<h3 class=\"wp-block-heading\">1\ufe0f\u20e3 \u7ed3\u70b9\u7ed3\u6784\uff08\u901a\u7528\uff09<\/h3>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nNode {\n  data\n  next\n}\n\n<\/pre><\/div>\n\n\n<h3 class=\"wp-block-heading\">2\ufe0f\u20e3 \u5e26\u5934\u7ed3\u70b9 vs \u4e0d\u5e26\u5934\u7ed3\u70b9<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\u2714 \u5e26\u5934\u7ed3\u70b9\uff08\u63a8\u8350\uff09<\/h4>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nhead -&gt; node1 -&gt; node2 -&gt; node3 -&gt; NULL\n\n<\/pre><\/div>\n\n\n<p>\u4f18\u70b9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u63d2\u5165\u3001\u5220\u9664\u7edf\u4e00\u5904\u7406<\/li>\n\n\n\n<li>\u4e0d\u7528\u5355\u72ec\u5224\u65ad\u7a7a\u94fe\u8868<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e09\u3001\u5355\u94fe\u8868\u7684\u57fa\u672c\u64cd\u4f5c\uff08\u6838\u5fc3\uff09<\/h1>\n\n\n\n<p>\u4ee5\u4e0b\u6240\u6709\u64cd\u4f5c\u90fd\u5047\u8bbe\uff1a<strong>\u5e26\u5934\u7ed3\u70b9<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">1\ufe0f\u20e3 \u521d\u59cb\u5316\u94fe\u8868<\/h2>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nhead = new Node\nhead.next = NULL\n\n<\/pre><\/div>\n\n\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\uff1a<strong>O(1)<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">2\ufe0f\u20e3 \u5934\u63d2\u6cd5\uff08Head Insert\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u601d\u60f3<\/h3>\n\n\n\n<p>\u65b0\u7ed3\u70b9\u63d2\u5165\u5230 <strong>\u5934\u7ed3\u70b9\u4e4b\u540e<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa4<\/h3>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nnew.next = head.next\nhead.next = new\n\n<\/pre><\/div>\n\n\n<h3 class=\"wp-block-heading\">\u7279\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901f\u5ea6\u5feb<\/li>\n\n\n\n<li>\u5143\u7d20\u987a\u5e8f\u4f1a <strong>\u53cd\u8f6c<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\uff1a<strong>O(1)<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">3\ufe0f\u20e3 \u5c3e\u63d2\u6cd5\uff08Tail Insert\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u601d\u60f3<\/h3>\n\n\n\n<p>\u65b0\u7ed3\u70b9\u63d2\u5165\u5230 <strong>\u94fe\u8868\u5c3e\u90e8<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b65\u9aa4<\/h3>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\ntail.next = new\nnew.next = NULL\n\n<\/pre><\/div>\n\n\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6709\u5c3e\u6307\u9488\uff1aO(1)<\/li>\n\n\n\n<li>\u65e0\u5c3e\u6307\u9488\uff1aO(n)<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">4\ufe0f\u20e3 \u904d\u5386\u94fe\u8868<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u601d\u60f3<\/h3>\n\n\n\n<p>\u4ece\u7b2c\u4e00\u4e2a\u6709\u6548\u7ed3\u70b9\u5f00\u59cb\uff0c\u76f4\u5230 <code>NULL<\/code><\/p>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\np = head.next\nwhile p != NULL:\n    visit(p.data)\n    p = p.next\n\n<\/pre><\/div>\n\n\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\uff1a<strong>O(n)<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">5\ufe0f\u20e3 \u6309\u503c\u67e5\u627e<\/h2>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\np = head.next\nwhile p != NULL:\n    if p.data == x:\n        return p\n    p = p.next\n\n<\/pre><\/div>\n\n\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\uff1a<strong>O(n)<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">6\ufe0f\u20e3 \u6309\u4f4d\u7f6e\u63d2\u5165\uff08\u91cd\u70b9\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5728\u7b2c i \u4e2a\u4f4d\u7f6e\u63d2\u5165\uff081-based\uff09<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\u601d\u8def<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u627e\u5230\u7b2c <strong>i-1<\/strong> \u4e2a\u7ed3\u70b9 <code>p<\/code><\/li>\n\n\n\n<li>\u63d2\u5165\u65b0\u7ed3\u70b9<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u64cd\u4f5c\u987a\u5e8f\uff08\u4e0d\u80fd\u53cd\uff01\uff09<\/h4>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nnew.next = p.next\np.next = new\n\n<\/pre><\/div>\n\n\n<p>\u26a0\ufe0f \u82e5\u53cd\u8fc7\u6765\u4f1a\u65ad\u94fe<\/p>\n\n\n\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\uff1a<strong>O(n)<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">7\ufe0f\u20e3 \u6309\u4f4d\u7f6e\u5220\u9664\uff08\u91cd\u70b9\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5220\u9664\u7b2c i \u4e2a\u7ed3\u70b9<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">\u601d\u8def<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u627e\u5230\u7b2c <strong>i-1<\/strong> \u4e2a\u7ed3\u70b9 <code>p<\/code><\/li>\n\n\n\n<li>\u5220\u9664 <code>p.next<\/code><\/li>\n<\/ul>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nq = p.next\np.next = q.next\nfree(q)\n\n<\/pre><\/div>\n\n\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\uff1a<strong>O(n)<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">8\ufe0f\u20e3 \u5220\u9664\u6307\u5b9a\u503c\u7ed3\u70b9<\/h2>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\np = head\nwhile p.next != NULL:\n    if p.next.data == x:\n        p.next = p.next.next\n        break\n    p = p.next\n\n<\/pre><\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u56db\u3001\u5e38\u89c1\u8fdb\u9636\u64cd\u4f5c\uff08\u9ad8\u9891\uff09<\/h1>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">1\ufe0f\u20e3 \u5355\u94fe\u8868\u53cd\u8f6c\uff08\u9762\u8bd5\u5fc5\u8003\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u65b9\u6cd5\u4e00\uff1a\u8fed\u4ee3\u6cd5\uff08\u6700\u5e38\u7528\uff09<\/h3>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nprev = NULL\ncurr = head.next\n\nwhile curr != NULL:\n    next = curr.next\n    curr.next = prev\n    prev = curr\n    curr = next\n\nhead.next = prev\n\n<\/pre><\/div>\n\n\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\uff1a<strong>O(n)<\/strong><br>\u7a7a\u95f4\u590d\u6742\u5ea6\uff1a<strong>O(1)<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">2\ufe0f\u20e3 \u67e5\u627e\u5012\u6570\u7b2c k \u4e2a\u7ed3\u70b9<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u53cc\u6307\u9488\u6cd5<\/h3>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nfast = slow = head.next\n\nfast \u5148\u8d70 k \u6b65\n\u7136\u540e fast\u3001slow \u540c\u65f6\u8d70\n\nfast \u5230\u5c3e\u65f6\nslow \u5373\u5012\u6570\u7b2c k \u4e2a\n\n<\/pre><\/div>\n\n\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\uff1a<strong>O(n)<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">3\ufe0f\u20e3 \u5224\u65ad\u94fe\u8868\u662f\u5426\u6709\u73af<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5feb\u6162\u6307\u9488\uff08Floyd\uff09<\/h3>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\nslow \u6bcf\u6b21\u8d70 1 \u6b65\nfast \u6bcf\u6b21\u8d70 2 \u6b65\n\n\u5982\u679c\u76f8\u9047 \u2192 \u6709\u73af\n\n<\/pre><\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">4\ufe0f\u20e3 \u5408\u5e76\u4e24\u4e2a\u6709\u5e8f\u5355\u94fe\u8868<\/h2>\n\n\n<div class=\"wp-block-syntaxhighlighter-code \"><pre class=\"brush: plain; title: ; notranslate\" title=\"\">\np1, p2 \u6307\u5411\u4e24\u94fe\u8868\u5934\n\u4f9d\u6b21\u6bd4\u8f83\uff0c\u5c0f\u7684\u63a5\u5165\u65b0\u94fe\u8868\n\n<\/pre><\/div>\n\n\n<p>\u65f6\u95f4\u590d\u6742\u5ea6\uff1a<strong>O(n + m)<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e94\u3001\u5e38\u89c1\u9519\u8bef\u603b\u7ed3\uff08\u975e\u5e38\u91cd\u8981\uff09<\/h1>\n\n\n\n<p>\u274c \u63d2\u5165\u65f6\u6307\u9488\u987a\u5e8f\u5199\u53cd<br>\u274c \u5220\u9664\u7ed3\u70b9\u540e\u7ee7\u7eed\u4f7f\u7528\u8be5\u6307\u9488<br>\u274c \u5fd8\u8bb0\u5904\u7406\u7a7a\u94fe\u8868<br>\u274c \u904d\u5386\u6761\u4ef6\u5199\u6210 <code>p.next != NULL<\/code>\uff08\u4f1a\u6f0f\u6700\u540e\u4e00\u4e2a\uff09<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u516d\u3001\u5355\u94fe\u8868\u64cd\u4f5c\u65f6\u95f4\u590d\u6742\u5ea6\u603b\u89c8<\/h1>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u64cd\u4f5c<\/th><th>\u65f6\u95f4\u590d\u6742\u5ea6<\/th><\/tr><\/thead><tbody><tr><td>\u521d\u59cb\u5316<\/td><td>O(1)<\/td><\/tr><tr><td>\u5934\u63d2<\/td><td>O(1)<\/td><\/tr><tr><td>\u5c3e\u63d2<\/td><td>O(n)<\/td><\/tr><tr><td>\u67e5\u627e<\/td><td>O(n)<\/td><\/tr><tr><td>\u63d2\u5165 \/ \u5220\u9664<\/td><td>O(n)<\/td><\/tr><tr><td>\u53cd\u8f6c<\/td><td>O(n)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u4e03\u3001\u9762\u8bd5\u9ad8\u9891\u95ee\u9898\u6c47\u603b<\/h1>\n\n\n\n<p>\u2705 \u5355\u94fe\u8868\u53cd\u8f6c<br>\u2705 \u5220\u9664\u5012\u6570\u7b2c N \u4e2a\u7ed3\u70b9<br>\u2705 \u5408\u5e76\u6709\u5e8f\u94fe\u8868<br>\u2705 \u5224\u65ad\u662f\u5426\u6709\u73af<br>\u2705 \u627e\u4e2d\u95f4\u7ed3\u70b9<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u6700\u540e\u4e00\u53e5\u8bdd\u603b\u7ed3<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u5355\u94fe\u8868\u7684\u6838\u5fc3\u53ea\u6709\u4e00\u53e5\uff1a\u6307\u9488\u6c38\u8fdc\u4e0d\u8981\u4e22\uff0c\u987a\u5e8f\u6c38\u8fdc\u4e0d\u8981\u53cd\u3002<\/strong><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u4e0b\u9762\u6211\u7ed9\u4f60\u4e00\u4efd**\u300c\u5355\u94fe\u8868\u64cd\u4f5c\u8be6\u89e3\u300d\uff0c\u4ece\u6982\u5ff5 \u2192 \u7ed3\u6784 \u2192 \u5e38\u89c1\u64cd\u4f5c \u2192 \u56fe\u89e3\u601d&#8230; 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