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Math Intuition Cheatsheet

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Re: Math Intuition Cheatsheet

#61
post #40
post #8

Earlier quoted context omitted.

(Kalid from BetterExplained here) Thanks for the comment. There's this weird notion in Calculus education that we need to start from first principles. Limits were invented a century after Newton died, yet they're taught first. "Oh, students won't understand calculus unless they can build it from first principles. I don't care if Newton worked out gravitation with his understanding, it's not good enough." My little ca…

I find your emphasis of building intuition very important. Personal anecdote related to Pythagorean theorem/euclidean distance. When in ninth grade, I asked my math teacher to explain why why the the standard deviation is like it is and why the square root and not something else. He could not explain that to me satisfactorily. I spend few hours looking at the formula myself and plotting and drawing different datasets…

That's pretty amazing you came up with that in 9th grade. You may know this already but for anyone who doesn't, this is a result of covariance being an inner product [0]. Remember that the inner product of a vector with itself is the length of that vector squared. So if you had another data set, y1, ..., yN, the correlation ( = covariance / (std.dev(X)*std.dev(Y)) ) is the inner product divided by each length which, if you remember, is the angle between your vectors (datasets after removing the means.)

http://en.wikipedia.org/wiki/Covariance#Relationship_to_inne...

Re: Math Intuition Cheatsheet

#62
post #30

What an excellent collection of articles (well, I only ready a few, but I would like to think my experience extrapolates to the rest)! But I don't think "cheatsheet" is really the right word. Really this is a collection of short expository writings on particular mathematical concepts. And very well done, I think, to the point that calling it a "cheatsheet" (which I associate with a haphazardly conjoined sequence of f…

Glad you enjoyed them so far :).

"Cheatsheet" might not be the best term for the summary page, perhaps "quick reference". I picked cheatsheet because it's a little more approachable than "reference", which implies something formal (and perhaps offputting).

Re: Math Intuition Cheatsheet

#63
post #29

Earlier quoted context omitted.

> Embarrassingly, years after a poorly-timed calculus course left me thinking I had to be able to prove the central limit theorem in order to use calculus Why would you need to prove central limit theorem in order to use calculus? What kind of course teach it that way? It would sound like something to prove for a honors calculus class that prepares students to become mathematicians. Anyways, about math education. Mat…

>>Why would you need to prove central limit theorem in order to use calculus? What kind of course teach it that way? It would sound like something to prove for a honors calculus class that prepares students to become mathematicians. Yes, but not knowing calculus, how would he know that? Or any of those things that you have pointed out? They are certainly not taught at school (where we are unhelpfully taught an entire…

"There is in university level maths books what looks like an almost wilful disregard for how people are actually taught mathematics at high school."

The way the lower level courses are taught IS similar to high school math. Low level calculus in my undergrad institution is almost the same as AP calculus in my high school. If not, then the course picked the wrong textbook.

Anything above calculus, it is fair for textbook writers to assume mathematical maturity.

"How do students going from school to university cope? is there some secret occult ritual where all this knowledge is transmitted?"

To be able to self-teach mathematics, one would have to learn w/e mathematicians do by oneself. This is however, not impossible but difficult. Here are some disadvantages: 1. It's hard to assert one's own mathematical ability. 2. No one can give you feedback(unless, you have someone with enough mathematical maturity and also have enough time to read and correct your proofs). Programming is so much easier because you can get partial feedback from compiler/interpreter and output. In fact, anything where you can see something happens is much easier. Mathematicians need to prove what we see happen is really true and it's not a wrong intuition. 3. Math books does not try to hold hands. They leave out many details to be filled in by the reader(the notorious "The proof is left as an exercise to the reader"). Sometimes, readers without enough background could gain a wrong intuition, which will screw up everything further down. It is not easy, and it be really nice to have some professor to talk to.

Now, about this "secret occult ritual". It is basically the undergraduate mathematics scene beginning at the first introductory proof class. (depend on departments, this might be as late as the beginning of the 3rd year of study)

In UIUC, there is MATH 347. In Stony Brook there is MAT 200. Around 2/3 of the students have to retake it. Imaging this. This is a set of math majors learning these things full time, with study groups, WITH FEEDBACK and 2/3 of the students didn't get C. It's not a inherently easy thing to learn. The entire class to teach people to fight one's own intuition and mental short cuts we humans make everyday.

Once this is done, the students can further take a higher level topic(a intro to analysis or abstract algebra) to get a feel of how to apply these techniques in the intro proof class. It's a long process and there is no easy way. See this book, Counterexamples in analysis. http://www.amazon.com/Counterexamples-Analysis-Dover-Books-M... Half of the things I would believe to be true from intuitive argument turns out to be completely wrong.

Finally, one might question why one have to become a half mathematician in order to use some of the tools in mathematics. Because most math books are written for people with enough mathematical maturity that can only be gained from grinding over mathematics, and without enough maturity it doesn't make sense to learn certain things anyway.

Re: Math Intuition Cheatsheet

#64
post #63

Earlier quoted context omitted.

>>Why would you need to prove central limit theorem in order to use calculus? What kind of course teach it that way? It would sound like something to prove for a honors calculus class that prepares students to become mathematicians. Yes, but not knowing calculus, how would he know that? Or any of those things that you have pointed out? They are certainly not taught at school (where we are unhelpfully taught an entire…

"There is in university level maths books what looks like an almost wilful disregard for how people are actually taught mathematics at high school." The way the lower level courses are taught IS similar to high school math. Low level calculus in my undergrad institution is almost the same as AP calculus in my high school. If not, then the course picked the wrong textbook. Anything above calculus, it is fair for textb…

Thanks for your reply, that's some useful information.

I'm writing as a self-taught programmer who has spent years trying to get a handle on the maths of game development and computer graphics; for the most part that means calculus, linear algebra and geometry.

I went to high school in the UK where I was not taught calculus, or for that matter even told that I could go to university. My experiences did lead, I must admit, to some hostility towards the educational establishment and a strong desire to succeed without their help!

I first learned of calculus when I was about 18 and I bought a book on computer graphics programming. I was all geared up to start doing some cool 3d stuff, when all of a sudden I saw this strange elongated "S" symbol, which of course was not explained in the text. This confused me, when the book had a mathematical appendix describing the simplest vector operations (which I did learn in high school) in some detail. And that was the beginning of my frustration!

There just seems to be such an enormous gulf between high school, "everyday" mathematics and anything coming after. I would like to think that in a world where programming is now so popular, that the border between everyday mathematics and the higher reaches of academia would shift a little and a kind of intermediate area would open up.

Re: Math Intuition Cheatsheet

#65

Earlier quoted context omitted.

Besides using the field's notation (why we still can't werite greek letters easily?), I also like it a lot to use case to differentiate between kinds of elements. For example, let's say you want to write code that communicates with an arduino. You can define a class named "Arduino", that'll be instantiated on other classes, and the instances can be called "arduino", with no problems at all. On case insentive language…

What if it was only for things in the same "class" (wrong word, but I'm not sure what to actually call it)? So variables only with variables, classes only with classes, functions only with functions? (I.e. you can define a class called Arduino (bad name, by the way) and a variable named arduino, and it won't complain, but if you then try to define a class called "ARDUINO" or a variable named "ARDUINO" it will error o…

That would make a class of error impossible, at the cost of losing consistency (in most modern languages, the class name is just a variable that holds a class value).

I'm not decided if I like it or not.

Re: Math Intuition Cheatsheet

#66

Earlier quoted context omitted.

>>Why would you need to prove central limit theorem in order to use calculus? What kind of course teach it that way? It would sound like something to prove for a honors calculus class that prepares students to become mathematicians. Yes, but not knowing calculus, how would he know that? Or any of those things that you have pointed out? They are certainly not taught at school (where we are unhelpfully taught an entire…

What subjects are you comparing with? I don't know whether the situation is that much better for physics, for instance. I think part of the problem is that mathematics books are in general either targeted at experts or at professors who need to assign a textbook. It looks like publishers believe the market for self-taught mathematicians is too small. In contrast, programmers are a pool of people who are willing to sp…

I'm comparing maths with programming and every other subject I learned in school and after :) I do find maths difficult, which is also why I am fascinated by it. It's alien to me.

As for physics, although I have never studied it to any depth, I did enjoy reading the Light and Matter series of textbooks a few years ago.(http://www.lightandmatter.com/)

Re: Math Intuition Cheatsheet

#67
post #8

Earlier quoted context omitted.

(Kalid from BetterExplained here) Thanks for the comment. There's this weird notion in Calculus education that we need to start from first principles. Limits were invented a century after Newton died, yet they're taught first. "Oh, students won't understand calculus unless they can build it from first principles. I don't care if Newton worked out gravitation with his understanding, it's not good enough." My little ca…

Same thing with logarithms, which were invented to simplify multiplying two huge numbers. Combined with log tables (think paper LUT for humans) that became a simple matter of looking up two log conversions, adding them, then looking up the inverse of the answer. Is that what we learn in high school? Nope. So everyone is left wondering what the hell they are good for (or were, before we had calculators) the first time…

(LUT = LookUp Tables, for anyone that is confused)

Re: Math Intuition Cheatsheet

#68
post #59
post #43

Earlier quoted context omitted.

Since we've mentioned the article, I can't help asking about a particular tit-bit that caught my attention --what do primes have to do with quantum mechanics?

Definitely not an expert, but I found a few good articles on this (just updated the article): http://seedmagazine.com/content/article/prime_numbers_get_hi... Nice summary: http://carbonatoms.wordpress.com/2009/03/13/prime-numbers-ar... Primes appear to be zeroes of the Reimann Zeta Function. Nature loves minimizing energy, so there might be some reason the Zeta Function models how atoms behave. Then, primes are the m…

Thanks! I am a mathematician, so am fine with the discussion of the 𝜁 function. I get the impression that de Sautoy is overselling the connexion a little bit in his zeal to make an analogy, but (1) I don't know the area, and so shouldn't really comment, and (2) it's interesting even if it's oversold.
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