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<h1 id="131">13.1 回溯算法<a class="headerlink" href="#131" title="Permanent link">¶</a></h1>
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<p>「回溯算法 backtracking algorithm」是一种通过穷举来解决问题的方法,它的核心思想是从一个初始状态出发,暴力搜索所有可能的解决方案,当遇到正确的解则将其记录,直到找到解或者尝试了所有可能的选择都无法找到解为止。</p>
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<p>回溯算法通常采用“深度优先搜索”来遍历解空间。在二叉树章节中,我们提到前序、中序和后序遍历都属于深度优先搜索。接下来,我们利用前序遍历构造一个回溯问题,逐步了解回溯算法的工作原理。</p>
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@@ -5108,11 +5140,73 @@
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<li>最大团问题是图论中的一个经典问题,可用贪心等启发式算法来解决。</li>
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<h1 id="13">第 13 章 回溯<a class="headerlink" href="#13" title="Permanent link">¶</a></h1>
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<li><a href="https://www.hello-algo.com/chapter_backtracking/summary/">13.5 小结</a></li>
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<h1 id="134-n">13.4 N 皇后问题<a class="headerlink" href="#134-n" title="Permanent link">¶</a></h1>
|
||||
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|
||||
<p class="admonition-title">Question</p>
|
||||
@@ -4031,11 +4063,73 @@
|
||||
<p>逐行放置 <span class="arithmatex">\(n\)</span> 次,考虑列约束,则从第一行到最后一行分别有 <span class="arithmatex">\(n\)</span>、<span class="arithmatex">\(n-1\)</span>、<span class="arithmatex">\(\dots\)</span>、<span class="arithmatex">\(2\)</span>、<span class="arithmatex">\(1\)</span> 个选择,<strong>因此时间复杂度为 <span class="arithmatex">\(O(n!)\)</span></strong> 。实际上,根据对角线约束的剪枝也能够大幅地缩小搜索空间,因而搜索效率往往优于以上时间复杂度。</p>
|
||||
<p>数组 <code>state</code> 使用 <span class="arithmatex">\(O(n^2)\)</span> 空间,数组 <code>cols</code>、<code>diags1</code> 和 <code>diags2</code> 皆使用 <span class="arithmatex">\(O(n)\)</span> 空间。最大递归深度为 <span class="arithmatex">\(n\)</span> ,使用 <span class="arithmatex">\(O(n)\)</span> 栈帧空间。因此,<strong>空间复杂度为 <span class="arithmatex">\(O(n^2)\)</span></strong> 。</p>
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<h1 id="132">13.2 全排列问题<a class="headerlink" href="#132" title="Permanent link">¶</a></h1>
|
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<p>全排列问题是回溯算法的一个典型应用。它的定义是在给定一个集合(如一个数组或字符串)的情况下,找出这个集合中元素的所有可能的排列。</p>
|
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<p>表 13-2 列举了几个示例数据,包括输入数组和对应的所有排列。</p>
|
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@@ -4394,11 +4426,73 @@
|
||||
<p><img alt="两种剪枝条件的作用范围" src="../permutations_problem.assets/permutations_ii_pruning_summary.png" /></p>
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|
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|
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|
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<footer class="md-footer">
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|
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The above copyright notice and this permission notice shall be included in
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE
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@@ -5010,6 +5087,8 @@
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<!-- Social links -->
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@@ -3430,7 +3430,32 @@
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<div class="md-content" data-md-component="content">
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<article class="md-content__inner md-typeset">
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deal in the Software without restriction, including without limitation the
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rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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sell copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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|
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The above copyright notice and this permission notice shall be included in
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all copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
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<a href="https://github.com/krahets/hello-algo/tree/main/docs/chapter_backtracking/summary.md" title="编辑此页" class="md-content__button md-icon">
|
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@@ -3441,6 +3466,13 @@
|
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|
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|
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|
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<!--
|
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Hack: check whether the content contains a h1 headline. If it doesn't, the
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page title (or respectively site name) is used as the main headline.
|
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-->
|
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|
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|
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<!-- Page content -->
|
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<h1 id="135">13.5 小结<a class="headerlink" href="#135" title="Permanent link">¶</a></h1>
|
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<h3 id="1">1. 重点回顾<a class="headerlink" href="#1" title="Permanent link">¶</a></h3>
|
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<ul>
|
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@@ -3465,11 +3497,73 @@
|
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</ul>
|
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</div>
|
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|
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<!-- Source file information -->
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@@ -3535,48 +3629,31 @@
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</main>
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<footer class="md-footer">
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Permission is hereby granted, free of charge, to any person obtaining a copy
|
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deal in the Software without restriction, including without limitation the
|
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rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
|
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sell copies of the Software, and to permit persons to whom the Software is
|
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furnished to do so, subject to the following conditions:
|
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|
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The above copyright notice and this permission notice shall be included in
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all copies or substantial portions of the Software.
|
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|
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
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FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE
|
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
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Reference in New Issue
Block a user