Share E-Book

算法训练营:海量图解+竞赛刷题(入门篇) (陈小玉)(Z-Library)

Author 陈小玉

Algorithm
Language Chinese

通过对本书的学习,读者可掌握12种初级数据结构、15种常用STL函数、10种二叉树和图的应用,以及8种搜索技术,并领悟不同的数据结构和算法的精髓,熟练应用各种算法解决实际问题。 本书总计9章。第1章讲解C++语言基础,包括语法、函数、递归和数组;第2章讲解算法入门知识,包括算法复杂度计算、贪心算法、分治算法和STL应用;第3章讲解线性表的应用,包括顺序表、单链表、双向链表、循环链表和静态链表;第4章讲解栈和队列的应用,包括顺序栈、链栈、顺序队列和链队列;第5章讲解树的应用,包括树的存储、二叉树遍历与还原、哈夫曼编码;第6章讲解图论基础,包括图的存储、图的遍历和图的连通性;第7章讲解图的应用,包括最短路径、最小生成树、拓扑排序和关键路径;第8章讲解查找算法,包括哈希表、字符串模式匹配、二叉查找树和平衡二叉树;第9章讲解搜索技术,包括二分搜索、深度优先搜索、广度优先搜索和启发式搜索。 本书面向对算法感兴趣的读者,无论是想扎实内功或参加算法竞赛的学生,还是想进入名企的学生、求职者,抑或是想提升技术的在职人员,都可以参考本书。

Format EPUB
Size 23.0 MB
185
Views
0
Downloads
0.00
Total Donations

AI Guide

AI Reading Assistant

Whole-book reading guide from stratified index samples; jump to passages in the text

Full assistant
AI guide
# 【One-Line Pitch】 A heavily illustrated, competition-oriented C++ data-structures-and-algorithms boot camp that walks beginners from basic syntax through recursion, arrays, and strings, with dozens of mini-exercises designed to build problem-solving muscle for contests and interviews. # 【Book Arc】 - **Opening (~0%–6%)**: Book overview and C++ foundations — data types, `cin`/`cout` I/O, formatting, and operators. This stage assumes near-zero programming background and gets readers typing simple programs immediately. - **Early (~6%–25%)**: Control flow and functions — conditionals, `for`/`while` loops, `break`/`continue`, then function definitions covering pass-by-value, references, arrays, and strings as parameters. The emphasis is on writing correct, debuggable code with frequent "训练" (training) problems. - **Early–Middle (~25%–38%)**: Recursion and structs — factorial, Fibonacci, and the stack-based mechanics of recursive calls, followed by `struct` definitions and `typedef` for reusable, portable types. This is where the book starts shifting from language mechanics to algorithmic thinking. - **Middle (~38%–53%)**: Arrays and strings in depth — static vs. dynamic allocation, 2D arrays, memory management with `new`/`delete`, snake-fill matrix problems, C-style strings vs. C++ `string` class, and common operations like concatenation, search, and case conversion. - **Late (~53% onward)**: The remaining chapters (per the book's stated structure) move into core algorithm territory — linear lists, stacks/queues, trees, graphs, searching, and search techniques. The excerpts do not cover these chapters in detail, but the pattern of "concept → diagram → training problem" continues throughout. # 【Key Takeaways】 - **C++ I/O is buffered and type-safe** (Early): `cin` only extracts after Enter is pressed, and mismatched types put the stream into an error state — a key difference from C's `printf`/`scanf` that affects how you debug input issues. - **Pass-by-value vs. pass-by-reference is a core distinction** (Early): value parameters don't persist changes outside the function, while reference parameters (with `&`) do — essential for writing `swap`-style functions correctly. - **Recursion relies on an implicit stack** (Early–Middle): each recursive call pushes a frame, and space complexity must account for this auxiliary stack — a critical insight for both correctness and contest performance analysis. - **`typedef` improves algorithm portability** (Middle): aliasing types like `ElemType` lets you swap `int` for `char` in one line instead of hunting through the whole program — a habit that pays off in generic algorithm design. - **Dynamic arrays require disciplined memory management** (Middle): `new[]` must be paired with `delete[]`, and 2D arrays need per-row allocation and deallocation — a common source of memory leaks and crashes in contest code. - **C-style strings vs. C++ `string` are different tools** (Middle): C-strings need manual `strlen`/`strcat`/`strcpy` and careful `\0` handling, while `string` offers safer `+`, `.find()`, and `.length()` — choose based on performance needs vs. safety. - **Large arrays belong outside `main()`** (Middle): defining big arrays globally avoids stack overflow and abnormal exits — a practical tip that saves hours of debugging in competitive settings. # 【Reading Tips】 - **Skim Chapter 1 if you already know C++ basics** — the syntax, I/O, and loop sections are thorough but standard; jump straight to the recursion and struct sections (~25%–38%) for the first genuinely algorithmic content. - **Deep-read the recursion section** (~25%–34%): the stack diagrams for factorial and Fibonacci are the book's best teaching moment — trace them by hand before moving on. - **Do every "训练" (training) problem** — they're short, targeted, and build exactly the muscle memory the book promises; skipping them defeats the "boot camp" purpose. - **Watch for the `continue`-in-`while` trap** (~25%): the book deliberately shows a buggy loop where `continue` skips the increment — a great lesson in why `for` is often safer than `while` for counter-driven loops. - **Treat memory management sections as reference material** — the `new`/`delete` rules and 2D array patterns are worth bookmarking for when you hit dynamic allocation in later graph and tree problems. # 【Coverage Limits】 This guide covers the opening ~53% of the book (C++ foundations through arrays and strings). The later chapters on linear lists, stacks/queues, trees, graphs, searching, and search techniques are described in the book's overview but not detailed in the available excerpts. #

Passage locations

Excerpt 1
。 本书详细讲解常用的数据结构和算法,还增加了语言基础和STL函数的内容。如果读者已经熟悉C++,则可跳过这些基础章节。本书不是知识点的堆砌,也不是粘贴代码的简单题解,而是将知识点讲解和对应的竞赛刷题融会贯通,可使读者在轻松阅读的同时进行实战,在实战中体会算法的妙处,感受算法之美。 本 书 特 色 本书具有以下特...
View in text
Excerpt 2
ndl;             break;         default:cout<<&#34; 输入的月份不对! &#34;<<endl;     }     return 0; } 1.5 每天都有很多次重复:for/while 1 . 5   每 天 都 有 很 多 次 重 复 : f o r / w...
View in text
Excerpt 3
 strconvert(string &s){//char *s 字符型数组      for(int i=0;i<s.length();i++)//strlen(s)           if(s[i]>=&#39;a&#39;&&s[i]<=&#39;z&#39;)               s[i]-=3...
View in text
Excerpt 4
lete[] array; 训 练 1 - 4 2 : 蛇形填数,输入一个整数 n ,按照蛇形填写 n × n 的矩阵。 # i n c l u d e <iostream> #include<cstring> #include<iomanip> using namespace std; int main(){...
View in text

Recommended for You

Loading recommended books...
Failed to load, please try again later

Tip the Site

Scan the WeChat Pay or Alipay code to tip. No login required.

WeChat Pay
Alipay
Back to List