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算法工程

Algorithm Engineering
课程网址: https://ocw.mit.edu/courses/6-5060-algorithm-engineering-spring-2...  
主讲教师: Prof. Charles Leiserson; Prof. Julian Shun
开课单位: 麻省理工学院
开课时间: 2023-01-01
课程语种: 英语
中文简介:
这是一门以研究为导向的算法工程课程,将涵盖算法和数据结构的理论和实践。学生将学习计算模型、算法设计和分析以及算法实现的性能工程。我们将研究针对计算中基本问题的顺序、并行、缓存效率、外部内存和写入效率算法的设计和实现。算法工程的许多原理将在并行算法和图问题的上下文中进行说明。
课程简介: This is a research-oriented course on algorithm engineering, which will cover both the theory and practice of algorithms and data structures. Students will learn about models of computation, algorithm design and analysis, and performance engineering of algorithm implementations. We will study the design and implementation of sequential, parallel, cache-efficient, external-memory, and write-efficient algorithms for fundamental problems in computing. Many of the principles of algorithm engineering will be illustrated in the context of parallel algorithms and graph problems. 
关 键 词: 算法工程; 数据结构; 基本问题
课程来源: 麻省理工学院公开课
数据采集: 2024-04-10:chenjy
最后编审: 2024-04-10:chenjy
阅读次数: 7