算法设计(英文版) 数据库 作者
国外经典算法设计教材，用实际示例阐明枯燥的算法理论
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北京丰台
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作者作者
出版社人民邮电出版社
ISBN9787115495921
出版时间2019-05
版次1
装帧平装
开本16
页数814页
字数1239千字
定价138元
货号xhwx_1201869108
上书时间2024-12-04
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目录：
1introduction:some representative problems/引言：某些有代表的问题1
1.1a first problem:stable matching/个问题：稳定匹配1
1.2five representative problems/五个有代表的问题12
solvedexercises/带解答的练19
exercises/练22
notesand further rea/注释和进一步阅读28
2basics of algorithm analysis/算法分析基础29
2.1putational tractability/计算可解29
2.2asymptotic order of growth/增长的渐近阶35
2.3implementing the stable matching algorithm using lists and arrays/用列表和数组实现稳定匹配算法42
2.4a survey of mon running times/常用运行时间概述47
2.5a more plex data structure:priority queues/更复杂的数据结构：优先队列57
solvedexercises/带解答的练65
exercises/练67
notesand further rea/注释和进一步阅读70
3graphs/图73
3.1basic definitions and applications/基本定义与应用73
3.2graph connectivity and graph traversal/图的连通与图的遍历78
3.3implementing graph traversal using queues and stacks/用优先队列与栈实现图的遍历87
3.4testing bipartiteness:an application of breadth-first search/二分测试：宽度优先搜索的应用94
3.5connectivity in directed graphs/有向图中的连通97
3.6directed acyclic graphs and topological ordering/有向无环图与拓扑排序99
solvedexercises/带解答的练104
exercises/练107
notesand further rea/注释和进一步阅读112
4greedy algorithms/贪心算法115
4.1interval scheduling:the greedy algorithm stays ahead/区间调度：贪心算法领先116
4.2scheduling to minimize lateness:an exchange argument/小延迟调度：交换论证125
4.3optimal caching:a more plex exchange argument/优高速缓存：更复杂的交换论证131
4.4shortest paths in a graph/图的短路径137
4.5the minimum spanning tree problem/小生成树问题142
4.6implementing kruskal’s algorithm:the union-find data structure/实现kruskal算法：union-find数据结构151
4.7clustering/聚类157
4.8huffman codes and data pression/赫夫曼码与数据压缩161
4.9 minimum-cost arborescences:a multi-phase greedy algorithm/小费用有向树：多阶段贪心算法177
solvedexercises/带解答的练183
exercises/练188
notesand further rea/注释和进一步阅读205
5divide and conquer/分治策略209
5.1a first recurrence:the mergesort algorithm/个递推式：归并排序算法210
5.2further recurrence relations/更多的递推关系214
5.3counting inversions/逆序221
5.4fin the closest pair of points/找接邻近的点对225
5.5integer multiplication/整数乘法231
5.6convolutions and the fast fourier transform/卷积与快速傅里叶变换234
solvedexercises/带解答的练242
exercises/练246
notesand further rea/注释和进一步阅读249
6dynamic programming/动态规划251
6.1weighted interval scheduling:a recursive procedure/带权的区间调度：递归过程252
6.2principles of dynamic programming:memoization or iteration over subproblems/动态规划：备忘录或者子问题迭代258
6.3segmented least squares:multi-way choices/分段的小二乘：多重选择261
6.4subset sums and knaacks:ad a variable/子集和与背包：加一个变量266
6.5rna secondary structure:dynamic programming over intervals/rna二级结构：在区间上的动态规划272
6.6sequence alignment/序列比对278
6.7sequence alignment in linear space via divide and conquer/通过分治策略在线空间的序列比对284
6.8shortest paths in a graph/图中的短路径290
6.9shortest paths and distance vector protocols/短路径和距离向量协议297
6.10 cycles in a graph/图中的负圈301
solvedexercises/带解答的练307
exercises/练312
notesand further rea/注释和进一步阅读335
7work flow/网络流337
7.1the mamum-flow problem and the ford-fulkerson algorithm/优选流问题与ford-fulkerson算法338
7.2mamum flows and minimum cuts in a work/网络中的优选流与小割346
7.3choosing good augmenting paths/选择好的增广路径352
7.4 the preflow-push mamum-flow algorithm/前向流推动优选流算法357
7.5a first application:the bipartite matching problem/个应用：二分匹配问题367
7.6disjoint paths in directed and undirected graphs/有向与无向图中的不交路径373
7.7extensions to the mamum-flow problem/对优选流问题的推广378
7.8survey design/调查设计384
7.9airline scheduling/航线调度387
7.10image segmentation/图像分割391
7.11project selection/项目选择396
7.12baseball elimination/棒球排除400
7.13 a further direction:ad costs to the matching problem/进一步的方向：对匹配问题增加费用404
solvedexercises/带解答的练411
exercises/练415
notesand further rea/注释和进一步阅读448
8np and putational intractability/np与计算的难解451
8.1polynomial-time reductions/多项式时间归约452
8.2reductions via “gadgets”:the satisfiability problem/使用“零件”的归约：可满足问题459
8.3efficient certification and the definition of np/有效和np的定义463
8.4np-plete problems/np问题466
8.5sequencing problems/排序问题473
8.6partitioning problems/划分问题481
8.7graph coloring/图着485
8.8numerical problems/数值问题490
8.9co-np and the asymmetry of np/co-np及np的不对称495
8.10a partial taxonomy of hard problems/难问题的部分分类497
solvedexercises/带解答的练500
exercises/练505
notesand further rea/注释和进一步阅读529
9pace:a class of problems beyond np/pace：一类超出np的问题531
9.1pace/pace531
9.2some hard problems in pace/pace中的难问题533
9.3solving quantified problems and games in polynomial space/在多项式空间中解量化问题和博弈问题536
9.4solving the nning problem in polynomial space/在多项式空间内求解规划问题538
9.5proving problems pace-plete/证明问题是pace的543
solvedexercises/带解答的练547
exercises/练550
notesand further rea/注释和进一步阅读551
10exten the limits of tractability/扩展易解的界限553
10.1fin small vertex covers/找小的顶点覆盖554
10.2solving np-hard problems on trees/在树上解np难问题558
10.3coloring a set of circular arcs/圆弧集着563
10.4 tree deitions of graphs/图的树分解572
10.5 constructing a tree deition/构造树分解584
solvedexercises/带解答的练591
exercises/练594
notesand further rea/注释和进一步阅读598
11appromation algorithms/近似算法599
11.1greedy algorithms and bounds on the optimum:a load balancing problem/贪心算法与优值的界限：负载均衡问题600
11.2the center selection problem/中心选址问题606
11.3set cover:a general greedy heuristic/集合覆盖：一般的贪心启发式方法612
11.4the pricing method:vertex cover/定价法：顶点覆盖618
11.5mamization via the pricing method:the disjoint paths problem/用定价法优选化：不交路径问题624
11.6linear programming and roun:an application to vertex cover/线规划与舍入：对顶点覆盖的应用630
11.7 load balancing revisited:a more advanced lp application/再论负载均衡：更不错的lp应用637
11.8arbitrarily good appromations:the knaack problem/任意好的近似：背包问题644
solvedexercises/带解答的练649
exercises/练651
notesand further rea/注释和进一步阅读659
12local search/局部搜索661
12.1the landscape of an optimization problem/优化问题的地形图662
12.2the metropolis algorithm and simulated annealing/metropolis算法与模拟退火算法666
12.3an application of local search to hopfield neural works/局部搜索在hopfield神经网络中的应用671
12.4mamum-cut appromation via local search/局部搜索对优选割近似的应用676
12.5choosing a neior relation/选择邻居关系679
12.6 classification via local search/用局部搜索分类681
12.7best-response dynamics and nash equilibria/佳响应动态过程与纳什均衡690
solvedexercises/带解答的练700
exercises/练702
notesand further rea/注释和进一步阅读705
13randomized algorithms/算法707
13.1a first application:contention resolution/个应用：消除争用708
13.2fin the global minimum cut/求小割714
13.3random variables and their expectations/变量及其期望719
13.4a randomized appromation algorithm for max 3-sat/关于max 3-sat的近似算法724
13.5randomized divide and conquer:median-fin and quicksort/分治策略：求中位数与快速排序727
13.6hashing:a randomized implementation of dictionaries/散列法：字典的实现734
13.7fin the closest pair of points:a randomized approach/求邻近点对：方法741
13.8randomized caching/超高速缓存750
13.9chernoff bounds/切尔诺夫界758
13.10load balancing/负载均衡760
13.11packet routing/包路由选择762
13.12background:some basic probability definitions/背景：某些基本概率定义769
solvedexercises/带解答的练776
exercises/练782
notesand further rea/注释和进一步阅读793
epilogue:algorithms that run forever/后记：永不停止运行的算法795
references/参文献805
内容简介：
这是一本关于算法设计和分析的教材。本书围绕算法设计进行组织，对每种算法技术选择了多个典型范例进行分析，把算法的理论跟实际存在的问题结合起来，具有很大的启发。本书侧重算法设计思路，不再赘述算法复杂度的分析，每章都从实际问题出发，经过深入的具体分析引出相应的算法的设计思想，并对算法的正确和复杂进行合理的分析和论证。本书覆盖面很宽，且含有200多道精彩的题，还扩展了pace问题、参数复杂等内容。
作者简介：
jon kleinberg是美国科学院（na）、美国工程院（nae）、美国人文与科学院（aaa）三料院士。在计算机科学领域是“传说级”的人物，而且还获得过靠前数学家大会颁发“奈望林纳奖”，该奖是数学家大会为了表彰信息科学方面的重要数学贡献而设的。
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