http://www.artofproblemsolving.com/Forum/viewtopic.php?t=119...
and then work your through the later links.
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http://www.artofproblemsolving.com/Forum/viewtopic.php?t=119...
and then work your through the later links.
I think the key is realizing that math is about manipulating a mental model of an idea. The wrong model can make certain tasks impossible -- for example, thinking that numbers must be 1-dimensional makes complex numbers a paradox. But when you see that they could represent items in 2 dimensions, you see how complex numbers represent a rotation. And from that, numbers can have arbitrary dimensions (vectors), and so on.
Whenever I study a new concept, I try to find the mental model behind it. For a book recommendation, I'm going through Visual Complex Analysis (http://www.usfca.edu/vca/) and find it extremely well written, with an intuitive approach.
You are trying to run a marathon without training. Here's what I would do: 1) Look at a signals and system course online. 2) Look at the course's prerequisites. 3) Do you understand concepts in the pre-req? If not, goto 2) 4) Once you get to a course you understand reasonably, move on to the next course you don't understand. Do this (unwind the stack) until you reach the signals and systems course. A reasonable chunk…
I recommend 'Linear Systems and Signals' by B.P. Lathi. It was the book I used. It doesn't cover DCT explicitly, but it does have a friendly, Knuth-like treatment of the history of the mathematics. It makes for a nice break between sections of heavily technical material. Here is an excerpt from the beginning of the book on the topic of complex numbers and why they are useful. It should give you an idea what the rest (and the general subject) is like:
"If we want to travel from City a to City b (both in Country X), the shortest route is through Country Y, although the journey begins and ends in Country X. We may, if we desire, perform this journey by an alternate route that lies exclusively in X, but this alternate route is longer. In mathematics, we have a simliar situation with real numbers (Country X) and complex numbers (Country Y). All real-world problems must start with real numbers, and all the final results must also be in real numbers. But the derivation of results is considerable simplified by using complex numbers as an intermediary. It is also possible to solve all real-world problems by an alternate method, using real numbers exclusively, but this would increase the work needlessly."
If you want specific books, you need to say what your current level is, which you kind of explained, but much more importantly, what exactly you want to do. While most math is useful, different fields have different bodies of math I'd learn first: machine learning vs stats vs algorithmic optimization vs 3d graphics vs fluid dynamics vs financial mathematics, etc. I'll try to watch this post and put up book recommendations if you are specific.
Also, the last thing to note is unlike most other subjects, math is cumulative. Calculus is really easy, and almost thing new, if you understand trigonometry and algebra. Seriously, only like 10% new material. The trick is math rewards really deeply understanding subjects and penalizes you for not doing so. Learning half the material but deeply understanding it is, IMO, more valuable than the reverse.
Shameless self-promotion, but I write about math in an intuitive way here: http://betterexplained.com I think the key is realizing that math is about manipulating a mental model of an idea. The wrong model can make certain tasks impossible -- for example, thinking that numbers must be 1-dimensional makes complex numbers a paradox. But when you see that they could represent items in 2 dimensions, you see how complex n…
Shameless self-promotion, but I write about math in an intuitive way here: http://betterexplained.com I think the key is realizing that math is about manipulating a mental model of an idea. The wrong model can make certain tasks impossible -- for example, thinking that numbers must be 1-dimensional makes complex numbers a paradox. But when you see that they could represent items in 2 dimensions, you see how complex n…
And betterexplained is one of the best sites on the web, too.
Have a look at sage demo at http://wiki.sagemath.org/interact and try it after downloading. If you still have issues, write back, we would love to help you...