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<label class="md-nav__link md-nav__link--active" for="__toc">
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3.1. 数据与内存
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3.1.2. 计算机内存
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<h1>3.1. 数据与内存</h1>
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<hr />
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<h2 id="comments-true">comments: true<a class="headerlink" href="#comments-true" title="Permanent link">¶</a></h2>
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<h1 id="31-31">3.1. 3.1. 数据与内存<a class="headerlink" href="#31-31" title="Permanent link">¶</a></h1>
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<h2 id="311-311">3.1.1. 3.1.1. 基本数据类型<a class="headerlink" href="#311-311" title="Permanent link">¶</a></h2>
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<h1 id="31">3.1. 数据与内存<a class="headerlink" href="#31" title="Permanent link">¶</a></h1>
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<h2 id="311">3.1.1. 基本数据类型<a class="headerlink" href="#311" title="Permanent link">¶</a></h2>
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<p>谈到计算机中的数据，我们能够想到文本、图片、视频、语音、3D 模型等等，这些数据虽然组织形式不同，但都是由各种基本数据类型构成的。</p>
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<p><strong>「基本数据类型」是 CPU 可以直接进行运算的类型，在算法中直接被使用</strong>。</p>
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<ul>
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@ -1906,8 +1868,6 @@
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<p><img alt="IEEE 754 标准下的 float 表示方式" src="../data_and_memory.assets/ieee_754_float.png" /></p>
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<p align="center"> Fig. IEEE 754 标准下的 float 表示方式 </p>
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<p align="center"> Fig. IEEE 754 标准下的 float 表示方式 </p>
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<p>以上图为例，<span class="arithmatex">\(\mathrm{S} = 0\)</span> ， <span class="arithmatex">\(\mathrm{E} = 124\)</span> ，<span class="arithmatex">\(\mathrm{N} = 2^{-2} + 2^{-3} = 0.375\)</span> ，易得</p>
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<div class="arithmatex">\[
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\text { val } = (-1)^0 \times 2^{124 - 127} \times (1 + 0.375) = 0.171875
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</div>
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</div>
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</div>
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<h2 id="312-312">3.1.2. 3.1.2. 计算机内存<a class="headerlink" href="#312-312" title="Permanent link">¶</a></h2>
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<h2 id="312">3.1.2. 计算机内存<a class="headerlink" href="#312" title="Permanent link">¶</a></h2>
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<p>在计算机中，内存和硬盘是两种主要的存储硬件设备。「硬盘」主要用于长期存储数据，容量较大（通常可达到 TB 级别）、速度较慢。「内存」用于运行程序时暂存数据，速度较快，但容量较小（通常为 GB 级别）。</p>
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<p><strong>算法运行中，相关数据都被存储在内存中</strong>。下图展示了一个计算机内存条，其中每个黑色方块都包含一块内存空间。我们可以将内存想象成一个巨大的 Excel 表格，其中每个单元格都可以存储 1 byte 的数据，在算法运行时，所有数据都被存储在这些单元格中。</p>
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<p><strong>系统通过「内存地址 Memory Location」来访问目标内存位置的数据</strong>。计算机根据特定规则给表格中每个单元格编号，保证每块内存空间都有独立的内存地址。自此，程序便通过这些地址，访问内存中的数据。</p>
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<p><img alt="内存条、内存空间、内存地址" src="../data_and_memory.assets/computer_memory_location.png" /></p>
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<p align="center"> Fig. 内存条、内存空间、内存地址 </p>
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<p align="center"> Fig. 内存条、内存空间、内存地址 </p>
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<p><strong>内存资源是设计数据结构与算法的重要考虑因素</strong>。内存是所有程序的公共资源，当内存被某程序占用时，不能被其它程序同时使用。我们需要根据剩余内存资源的情况来设计算法。例如，若剩余内存空间有限，则要求算法占用的峰值内存不能超过系统剩余内存；若运行的程序很多、缺少大块连续的内存空间，则要求选取的数据结构必须能够存储在离散的内存空间内。</p>
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<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_searching/hashing_search/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_searching/linear_search/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_searching/summary/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_sorting/bubble_sort/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_sorting/insertion_sort/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_sorting/intro_to_sort/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_sorting/merge_sort/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_sorting/quick_sort/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_sorting/summary/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_stack_and_queue/deque/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_stack_and_queue/queue/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_stack_and_queue/stack/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_stack_and_queue/summary/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_tree/avl_tree/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_tree/binary_search_tree/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_tree/binary_tree/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_tree/binary_tree_traversal/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
<url>
|
||||
<loc>https://www.hello-algo.com/chapter_tree/summary/</loc>
|
||||
<lastmod>2023-03-06</lastmod>
|
||||
<lastmod>2023-03-07</lastmod>
|
||||
<changefreq>daily</changefreq>
|
||||
</url>
|
||||
</urlset>
|
||||
BIN
sitemap.xml.gz
BIN
sitemap.xml.gz
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Loading…
Reference in a new issue