数据结构与算法设计(下)

Data Structures and Algorithm Design Part II

Learn the basics of data structures and methods to design algorithms and analyze their performance. 本课程旨在围绕各类数据结构的设计与实现,揭示其中的规律原理与方法技巧;同时针对算法设计及其性能分析,使学生了解并掌握主要的套路与手段。

555 次查看
清华大学
edX
  • 完成时间大约为 8
  • 中级
  • 中文
注:因开课平台的各种因素变化,以上开课日期仅供参考

你将学到什么

Algorithms used to solve complex problems

Principles and methods in the design and implementation of various data structures

Skills for algorithm design and performance analysis

Background on fundamental data structures and recent results

数据结构的设计与实现

揭示其中的规律原理与方法技巧

了解并掌握主要的套路与手法

课程概况

Data structures play a central role in computer science and are the cornerstones of efficient algorithms. Knowledge in this area has been at the kernel of related curriculums. This course aims at exploring the principles and methods in the design and implementation of various data structures and providing students with main tools and skills for algorithm design and performance analysis. Topics covered by this course range from fundamental data structures to recent research results. “Data Structures and Algorithm Design Part II” is an advanced course extending the materials in “Part I”. We will cover more powerful and sophisticated data structures & algorithms, including: splay trees, B-trees, red-black trees, hash tables, priority queues, strings and sorting.

数据结构是计算机科学的关键内容,也是构建高效算法的必要基础。其中涉及的知识,在相关专业的课程系统中始终处于核心位置。本课程旨在围绕各类数据结构的设计与实现,揭示其中的规律原理与方法技巧;同时针对算法设计及其性能分析,使学生了解并掌握主要的套路与手段。讲授的主题从基础的数据结构,一直延伸至新近的研究成果。

预备知识

Basic Computer Science and programming skills

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