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2.086 机械工程师的数值计算(MIT)

2.086 Numerical Computation for Mechanical Engineers (MIT)
课程网址: http://ocw.mit.edu/courses/mechanical-engineering/2-086-numerical...  
主讲教师: Anthony T. Patera
开课单位: 麻省理工学院
开课时间: 信息不详。欢迎您在右侧留言补充。
课程语种: 英语
中文简介:
本课程介绍了基本的编程概念,包括变量类型、数据结构和流控制。在介绍线性代数和概率之后,它涵盖了与机械工程相关的数值方法,包括近似(插值,最小二乘和统计回归),积分,线性和非线性方程的解,常微分方程,以及确定性和概率方法。例子来自机械工程学科,特别是机器人,动力学和结构分析。
课程简介: This class introduces elementary programming concepts including variable types, data structures, and flow control. After an introduction to linear algebra and probability, it covers numerical methods relevant to mechanical engineering, including approximation (interpolation, least squares and statistical regression), integration, solution of linear and nonlinear equations, ordinary differential equations, and deterministic and probabilistic approaches. Examples are drawn from mechanical engineering disciplines, in particular from robotics, dynamics, and structural analysis. 
关 键 词: 数值方法; 逼近; 插值; 最小二乘; 统计回归; 积分; 线性和非线性方程; 常微分方程
课程来源: 麻省理工学院公开课
最后编审: 2018-07-01:cmh
阅读次数: 100