Linear Algebra and Its Applications, Updated plus MyMathLab Student Access Kit (3rd Edition)

Linear Algebra and Its Applications, Updated plus MyMathLab Student Access Kit (3rd Edition) pdf epub mobi txt 电子书 下载 2026

出版者:Addison Wesley
作者:David C. Lay
出品人:
页数:576
译者:
出版时间:2005-08-22
价格:USD 134.67
装帧:Hardcover
isbn号码:9780321280626
丛书系列:
图书标签:
  • 线性代数
  • 数学
  • 应用
  • 高等教育
  • 大学教材
  • MyMathLab
  • 代数
  • 矩阵
  • 向量
  • 数值计算
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具体描述

Linear algebra is relatively easy for students during the early stages of the course, when the material is presented in a familiar, concrete setting. But when abstract concepts are introduced, students often hit a brick wall. Instructors seem to agree that certain concepts (such as linear independence, spanning, subspace, vector space, and linear transformations), are not easily understood, and require time to assimilate. Since they are fundamental to the study of linear algebra, students' understanding of these concepts is vital to their mastery of the subject. Lay introduces these concepts early in a familiar, concrete Rn setting, develops them gradually, and returns to them again and again throughout the text. Finally, when discussed in the abstract, these concepts are more accessible. It includes easily identifiable Matlab icons in the margins next to Matlab examples and exercises and a CD-Rom bound in the back of the book includes additional Matlab exercises and programs. Instructor's Edition now includes selected solutions and MyMathLab. In this book fundamental ideas of linear algebra are introduced within the first seven lectures, in the concrete setting of Rn, and then gradually examined from different points of view. Later generalizations of these concepts appear as natural extensions of familiar ideas. The focus is on visualization of concepts throughout the book and it has icons in the margins to flag topics for which expanded or enhanced material is available on the Web; a modern view of matrix multiplication is presented. Definitions and proofs focus on the columns of a matrix rather than on the matrix entries; Numerical Notes give a realistic flavor to the text. Students are reminded frequently of issues that arise in the real-life use of linear algebra; and each major concept in the course is given a geometric interpretation because many students learn better when they can visualize an idea.

作者简介

David C. Lay 在美国加利福尼亚大学获得硕士和博士学位。他是马里兰大学帕克学院数学系教授,同时还是阿姆斯特丹大学、阿姆斯特丹自由大学和德国凯泽斯劳滕大学的访问教授。Lay教授是“线性代数课程研究小组”的核心成员,发表了30多篇关于泛函分析和线性代数方面的论文,并与他人合著有多部数学教材。

目录信息

读后感

评分

PCA这么重要的东西应该与SVD一样专门写一段,而不是放在“7.5 图像处理和统计学中的应用”底下当成普通例子来写。虽然这里PCA写的是真清晰真透彻,秒杀网上无数介绍。另外,SVD讲的太简略了,看完公式也抓不住本质。最好加入几何理解角度,并谈谈与PCA的异同。  

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A first course in linear algebra is dramatically different from most mathematics courses that precede it.The focus shifts from learning computational procedures to digesting and mastering basic concepts that underlie the computations.To survive,you may need...  

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PCA这么重要的东西应该与SVD一样专门写一段,而不是放在“7.5 图像处理和统计学中的应用”底下当成普通例子来写。虽然这里PCA写的是真清晰真透彻,秒杀网上无数介绍。另外,SVD讲的太简略了,看完公式也抓不住本质。最好加入几何理解角度,并谈谈与PCA的异同。  

评分

一本非常好的线性代数基础书。 从考研以后,那些不常用到的数学知识变开始逐渐淡忘、褪色。最近对机器学习产生了兴趣,因此又重新开始温习线性代数。 这本书的内容跟中国的教材相比,并没有增加多少,甚至有些东西还有欠缺。但是跟国内图书的不同在于,它详细的讲解了每个公式...  

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这看起来不是机翻吗?表述方式一毛一样...看的难受不?我是难受死了,原版不折磨人,感觉是不是机械工业出版社的翻译书水平都不大行...还是我买的书就不太好?继续看原版吧,勿喷我,hhh,我只是表达不满,只是我的看法哟.........................................  

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