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所在平台: Udemy |
课程主页: https://www.udemy.com/course/numerical-methods-using-matlab/
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**Coursera课程总结：MATLAB数值方法** 这门课程旨在介绍MATLAB编程以及其在科学计算中的应用，特别是利用MATLAB学习和探索数值方法。 MATLAB作为一种高性能的技术计算语言和交互式编程环境，在数据分析、问题解决、算法开发等众多技术领域被广泛应用。 数值方法是解决数值问题的数学工具，虽然其结果是近似的，但对于没有解析解、解析解复杂或难以手动计算的问题至关重要。MATLAB提供了一个理想的环境来学习和实践这些数值方法。 课程将涵盖以下内容： * MATLAB基础：数组、矩阵以及基础编程。 * 工程问题中的数值方法。 * 利用MATLAB实现和应用数值方法。 通过本课程，学习者将能够利用MATLAB强大的功能来解决各种工程和科学计算中的数值问题。
MATLAB is a popular language for numerical computation. MATLAB is a high-performance language for technical computing. MATLAB is an interactive programming environment for scientific computing. MATLAB is heavily used in many technical fields for data analysis, problem solving, and for experimentation and algorithm development. This course introduces students to MATLAB programming, and demonstrate it's use for scientific computations. Numerical method is a mathematical tool designed to solve numerical problems. numerical methods gives us approximate results as there is always some assumptions are made.The package MATLAB (matrix laboratory) provides an environment in which students can learn to programme and explore the structure of the numerical methods.There are various problems where we do not have analytical solutions available, or whose exact solution is beyond our current state of knowledge. There are also various problems which required too many (or tedious) calculation to solve it by hand. When such problems arise we can exploit numerical methods to reduce the problem to one involving a finite number of unknowns and use a computer to solve the resulting equations. There are many more such situations where analytical methods are unable to produce desirable results. Even if analytical solutions are available, these are not agreeable to direct numerical interpretation.In this course we will coverIntroduction of MATLAB Arrays and MatricesBasics of MATLAB programmingNumerical methods for engineering problemsUse of MATLAB for Numerical methods
