6.854j先进算法(麻省理工学院)6.854J Advanced Algorithms (MIT) |
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课程网址: | http://ocw.mit.edu/courses/electrical-engineering-and-computer-sc... |
主讲教师: | David R. Karger |
开课单位: | 麻省理工学院 |
开课时间: | 2005-01-01 |
课程语种: | 英语 |
中文简介: | 本课程是算法的第一年研究生课程。重点放在算法设计,分析和实现的基本算法和高级方法上。要涵盖的技术包括摊销,随机化,指纹识别,字级并行,比特缩放,动态编程,网络流,线性编程,固定参数算法和近似算法。域包括字符串算法,网络优化,并行算法,计算几何,在线算法,外部存储器,缓存和流式算法以及数据结构。 |
课程简介: | This course is a first-year graduate course in algorithms. Emphasis is placed on fundamental algorithms and advanced methods of algorithmic design, analysis, and implementation. Techniques to be covered include amortization, randomization, fingerprinting, word-level parallelism, bit scaling, dynamic programming, network flow, linear programming, fixed-parameter algorithms, and approximation algorithms. Domains include string algorithms, network optimization, parallel algorithms, computational geometry, online algorithms, external memory, cache, and streaming algorithms, and data structures. |
关 键 词: | 摊销; 固定参数算法; 字符串算法; 网络优化; 并行算法; 有限 |
课程来源: | 麻省理工学院公开课 |
最后编审: | 2015-09-26:linxl |
阅读次数: | 91 |