In one of his online lectures Benedict Gross comments that one can never have too much Linear Algebra. Also, looking around it seems like I can find comments to the effect that Linear Algebra has more importance than other sub-disciplines of mathematics. If true, why is Linear Algebra the most important sub-discipline of mathematics? If Benedict Gross is correct, why can't one have enough Linear Algebra?
$\begingroup$
$\endgroup$
6
asked Jun 8, 2011 at 0:03
-
11$\begingroup$ I find questions like "Is X more important than Y?" "Is A the most important part of B?" rather tedious. Would you ask "Who is the more important author, Shakespeare or Goethe?" It sounds like it's a literature question but it really isn't: it's a question about personal taste. Who cares whether linear algebra is the most important branch of mathematics? What would be of some use is to understand in what ways it is important and applicable across virtually every area of mathematics. (Things like calculus and number theory can make similar claims...) $\endgroup$– Pete L. ClarkJun 14, 2011 at 0:06
-
$\begingroup$ @Pete I agree with you there Pete. The first question here doesn't seem quite right in that sense. Still, a question like "why can't one have enough Linear Algebra" doesn't quite fall into the same category. $\endgroup$– Doug SpoonwoodJun 14, 2011 at 1:00
-
$\begingroup$ In math we try to reduce things to things we already understand. Hence Linear Algebra and Calculus come natural. $\endgroup$– mickOct 11, 2013 at 23:06
-
$\begingroup$ @Pete: To rephrase the question, is Linear Algebra generally more applicable than, say for example, analysis? or Differential equations? $\endgroup$– Don LarynxDec 2, 2013 at 15:19
-
4$\begingroup$ @Don Larynx: I agree with your interpretation of the question, but my remark stands. To me it sounds like, "Which has played a more important role in modern society: cell phones or the internet?" or even "Whom do you love more, your mother or your father?" $\endgroup$– Pete L. ClarkDec 2, 2013 at 17:09
|
Show 1 more comment
3 Answers
$\begingroup$
$\endgroup$
1
This is a bit of a broad answer, so don't be too critical.
In all of mathematics, the idea of "linearization" is quite an important one. Linear problem are in some sense very well understood, and we can say basically everything we want about them. Because of this, approaches to many other areas consist of making things linear so we can solve it.
So why learn linear algebra? Because it is the most well understood, and is used to understand more difficult problems in mathematics.
Some examples:
Numerical methods for ODE's, and dynamical systems.
A major aspect of Representation theory is a way to learn more by "linearizing" groups, and using linear algebra to solve otherwise difficult group theoretic problems.
The derivative in calculus is simply the linear approximation to a function at point.
Differential Geometry
In graph theory, to say things about a random walk, it easiest to make the graph into a vector space and consider random-walk operators on that space.
Hope that helps,
ADDED: Since there are certainly many more examples, I made this post community wiki so others can add to this list.
-
$\begingroup$ We can treat many things as locally linear: this gives us many nice properties and is quite physically intuitive. $\endgroup$ Jul 8, 2017 at 9:13
$\begingroup$
$\endgroup$
2
I agree. Linear algebra is one of the most important branches of pure mathematics. It is used in the following areas of pure mathematics, for example:
Algebra:
Representation Theory (indeed, the basic purpose of representation theory is to solve problems in algebra by transferring them to the linear algebra context)
Module Theory (module theory is in some sense a generalization of linear algebra: it is linear algebra done over arbitrary rings rather than over fields)
Analysis:
Funtional Analysis (indeed, functional analysis is, in some sense, infinite-dimensional linear algebra)
ODE's and PDE's
Topology/Geometry:
Differential Geometry (indeed, a main purpose of differential geometry is to understand maps between manifolds by approximating them by linear maps)
etc.
In fact, it is hard to think of a branch of mathematics where linear algebra is not used. I could continue the list above and include more and more branches of mathematics but this would take too long.
answered Jun 8, 2011 at 0:19
-
4$\begingroup$ What about fuzzy subset theory? Does linear algebra really get used there? $\endgroup$ Jun 8, 2011 at 5:41
-
2$\begingroup$ @DougSpoonwood: buzzard.pugetsound.edu/courses/2014spring/420projects/… ? $\endgroup$– user59083Aug 28, 2014 at 4:33
$\begingroup$
$\endgroup$
0
The ubiquity of vector spaces in mathematics is indisputable. The abstractions created in linear algebra rest on a huge collection of incredibly useful examples.
These abstractions have multifarious applications (computer graphics, optimization, dynamical systems, etc). The abstraction of vector space is accessible and extremely useful.
Linear algebra unifies many fields of inquiry in an elegant and efficient way.
answered Jun 8, 2011 at 0:21