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全新正版算法设计与分析9787301328736北京大学出版社
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章 算法概述 ································· 1
1.1 引言·············································· 3
1.2 算法的概念····································· 4
1.3 算法复杂分析······························· 8
1.4 本章小结······································· 16
习题···················································· 17
第2章 递归与分治策略 ······················19
2.1 递归············································· 22
2.2 分治策略······································· 28
. 分治法求解查找问题························ 30
2.4 分治法求解排序问题························ 33
2.5 分治法求解复杂计算问题·················· 38
2.6 分治法求解组合问题························ 51
2.7 本章小结······································· 55
习题···················································· 56
第3章 动态规划算法··························59
3.1 动态规划的基本概念························ 62
3.2 备忘录方法···································· 64
3.3 动态规划算法的总体设计思想和
基本要素······································· 65
3.4 矩阵连乘问题································· 67
3.5 公共子序列问题························ 74
3.6 0-1背包问题 ·································· 80
3.7 子段和问题······························ 83
3.8 凸多边形三角剖分····················· 88
3.9 本章小结······································· 90
习题···················································· 91
第4章 贪心算法 ································94
4.1 生活中的贪心算法··························· 96
4.2 贪心算法的基本思想························ 98
4.3 活动安排问题································100
4.4 装载问题································104
4.5 哈夫曼编码···································108
4.6 贪心算法的正确验····················116
4.7 本章小结······································117
习题···················································117
第5章 回溯法·································· 120
5.1 回溯法的基本思想··························122
5.2 回溯法的算法框架··························1
5.3 装载问题······································127
5.4 批处理作业调度问题·······················130
5.5 符号三角形问题·····························133
5.6 0-1背包问题 ·································135
5.7 团问题···································138
5.8 旅行商问题···································141
5.9 连续邮资问题································145
5.10 回溯法的效率分析 ························148
5.11 本章小结·····································149
习题···················································149
第6章 分支限界法··························· 154
6.1 分支限界法的基本思想····················157
6.2 装载问题······································161
6.3 布线问题······································171
6.4 0-1背包问题 ·································177
目 录
算法设计与分析(文前+1-4).indd 7 202// 15:25:03
算法设计与分析
VIII
6.5 团问题···································182
6.6 旅行商问题···································185
6.7 本章小结······································189
习题···················································190
第7章 随机算法 ······························ 193
7.1 随机算法的设计思想·······················196
7.2 随机数发生器································197
7.3 数值随机算法································199
7.4 舍伍德算法···································200
7.5 拉斯维加斯算法·····························203
7.6 算法································208
7.7 本章小结······································210
习题···················································210
第8章 线规划与网络流················· 212
8.1 线规划概述································215
8.2 单纯形法的设计思想与步骤··············221
8.3 单纯形法的描述与分析····················2
8.4 网络流问题·····························5
8.5 费用流问题·····························244
8.6 本章小结······································257
习题···················································257
参考文献 ·········································· 261
汪国华,博士,教授,博士生导师,东北林业大学。《算法设计与分析》课程组负责人,主持校教育教学研究项目1项。该课程已经评为了校在线课程,并获得了校《教材建设》项目。目前担任东北林业大学信息与计算机工程学院院长,一直致力于人工智能、大数据领域与生命、林学、工科领域的多学科交叉的教育模式探索。科研方向是人工智能和生物信息学,主要是利用海量生物高通量数据进行基因组组装与比对算法设计、疾病调控机制、单细胞分类模型研究。作为负责人主持863项目1项,863子课题项目1项,自然科学3项等。2013年入选“世纪人才支持计划”,2014年入选博士后会百名博士后国际交流计划派出项目。2011年博士获得中国计算机学会“2011CCF博士奖提名”。
李艳娟,女,博士,副教授,硕士生导师,现任衢州学院电气与信息工程学院教师。中国计算机学会(CCF)会员,生物信息学专委会委员。
主要从事生物信息学,机器学习等研究。主持自然科学1项,主持省级项目2项,主持中央高校4项,作为主要成员参与863项目、自然科学、省级项目6项。以作者或通讯作者发表20多篇,其中SCI、EI检索18篇。出版教材5部,授权专利12项,计算机软件著作权9项。
先后承担数据机构,算法设计与分析,计算机图形学等课程主讲工作。
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