算法设计与分析(高级) | Advanced Design and Analysis of Algorithms

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算法设计与分析(高级) | Advanced Design and Analysis of Algorithms

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edX online courses
Harvard University, the Massachusetts Institute of Technology, and the University of California, Berkeley, are just some of the schools that you have at your fingertips with edX. Through massive open online courses (MOOCs) from the world's best universities, you can develop your knowledge in literature, math, history, food and nutrition, and more. These online classes are taught by highly-regarded experts in the field. If you take a class on computer science through Harvard, you may be tau...
Harvard University, the Massachusetts Institute of Technology, and the University of California, Berkeley, are just some of the schools that you have at your fingertips with edX. Through massive open online courses (MOOCs) from the world's best universities, you can develop your knowledge in literature, math, history, food and nutrition, and more. These online classes are taught by highly-regarded experts in the field. If you take a class on computer science through Harvard, you may be taught by David J. Malan, a senior lecturer on computer science at Harvard University for the School of Engineering and Applied Sciences. But there's not just one professor - you have access to the entire teaching staff, allowing you to receive feedback on assignments straight from the experts. Pursue a Verified Certificate to document your achievements and use your coursework for job and school applications, promotions, and more. EdX also works with top universities to conduct research, allowing them to learn more about learning. Using their findings, edX is able to provide students with the best and most effective courses, constantly enhancing the student experience.

Provider Subject Specialization
Sciences & Technology
Business & Management
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Course Description

算法设计与分析是计算机科学的核心课程之一。在了解了分治策略、动态规划、贪心法、回溯和分支限界等基本的算法设计技术的基础上,通过线性规划和网络流算法的学习,可以进一步掌握两类重要问题的建模和算法设计方法。此外,面对实际问题,只有对问题的性质有着清晰的分析,才能提出有效的解决方案。需要进一步考虑的是:怎么估计这个问题的难度?最好的算法的效率有多高?这些都涉及到问题复杂度的分析与计算复杂性理论。通过本课程的学习,可以了解有关计算复杂性理论的基础知识、方法和应用,学习近似算法、随机算法等更多的算法设计技术和分析方法,进一步提高处理复杂问题的能力。

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