软体机器人

(王峥)MEE51102022秋 2021秋 2020秋 2019秋  
2022秋 2021秋 2020秋 2019秋
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选课类别:专业任务 教学语言:英文
课程类别:专业选修课 开课单位:机械与能源工程系
课程层次:研究生 获得学分:3.0
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课程简介(教工部数据)
矩阵理论是高等学校理、工科研究生的重要的基础课程,作为一门基础工具,矩阵论在工程科学与技术领域有广泛的应用。本课程主要针对理工科研究生和高年级本科生的知识结构背景,在其本科阶段所学的《线性代数》的基础之上深化和提高矩阵理论的相关知识,特别是通过本课程的学习,使其全面掌握线性空间与线性变换的本质与思想、了解和掌握矩阵的标准形、特征值与特征向量、矩阵分解、范数与矩阵函数、广义逆矩阵等重点内容,并用具体应用实例说明相关概念与工具在实际中的重要应用,为今后的进一步学习和研究打下扎实的基础。


Matrix theory is an important course for graduate students majoring in science and engineering. As a fundamental tool, matrix theory has a wide range of applications in the field of engineering science and technology. Based on the knowledge structure of postgraduate students and senior undergraduates in science and engineering, this course focuses on the key knowledge pillars of matrix theory. On the basis of Linear Algebra at the undergraduate stage, it comprehensively covers the following contents: linear space and linear transformation, standard forms of matrices, eigenvalue and eigenvector, matrix decomposition, norm and matrix function, generalized inverse matrix and other key contents. In this course, we will also use specific examples to illustrate related concepts and tools in applications such as optimization and data processing. Overall, the course will equip the students with the knowledge and tools in matrix analysis, and will lay a solid foundation for their future study and research.
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