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How to Study Mathematics (2017)

661 点作者 kenny87超过 7 年前

29 条评论

dboreham超过 7 年前
Something I would add :<p>Find out where the mathematics you&#x27;re learning comes from : who first developed it? what problems where they trying to solve? why were they trying to solve those problems? what problems does it solve for us today?<p>In my mathematical education I noticed that I had a more pleasant time and felt more motivated to learn the material when the teacher gave us this kind of background story. Since most teachers don&#x27;t do so today, the student typically needs to get on the Internet to do their own research.
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cle超过 7 年前
Memorization is so underrated. Memorizing the fundamentals and having them available for instant recall is <i>hugely</i> valuable, especially when trying to grok a new concept.<p>I generally buck the standard advice and memorize first, before trying to understand. Understanding is much easier for me if I can easily hold everything in my working memory.
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e0m超过 7 年前
By far the best explainer of mathematics I&#x27;ve seen anywhere is 3Blue1Brown: <a href="https:&#x2F;&#x2F;www.youtube.com&#x2F;channel&#x2F;UCYO_jab_esuFRV4b17AJtAw" rel="nofollow">https:&#x2F;&#x2F;www.youtube.com&#x2F;channel&#x2F;UCYO_jab_esuFRV4b17AJtAw</a><p>These videos do an incredible job of illustrating how to intuitively arrive at an answer by composing many of the parts you need to build a proof for more complex topics.
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gtani超过 7 年前
Some books on proof, theorems&#x2F;axioms, set theory, epsilon&#x2F;delta&#x2F;continuity&#x2F;limits&#x2F;differentiability, natural&#x2F;rationals&#x2F;reals&#x2F;countability etc before heading into your first proof based LA or analysis sequence:<p>- Kevin Houston &quot;How to Think Like a Mathematician&quot;<p>- Keith Devlin &quot;Intro Mathematical Thinking&quot;<p>- &quot;How to Study as a Mathematics Major&quot; Lara Alcock (for some reason, she&#x2F;Oxford Press has 2 books with seemingly identical content under Math Major and Math Degree titles)
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BadMathBook3超过 7 年前
I bailed on high school math, thinking I&#x27;m math dumb.<p>In my late 20s I decided to try again, but jumped straight into calculus. And at first regretted that decision. However, I got lucky by stumbling upon this book:<p><a href="https:&#x2F;&#x2F;www.amazon.com&#x2F;Calculus-Made-Easy-Silvanus-Thompson&#x2F;dp&#x2F;0312185480" rel="nofollow">https:&#x2F;&#x2F;www.amazon.com&#x2F;Calculus-Made-Easy-Silvanus-Thompson&#x2F;...</a><p>It &quot;reads&quot; like a book, with the ideas given context. I had an &quot;ok&quot; connection with Algebra, and the book explained the rest well enough for me.<p>In school, the textbooks were loaded with symbols, but not enough description -- I guess they relied on bored teachers making minimum wage to do that part. I went to a school with poor academic showings (but connections to state superintendent of ed got them a grant for football facilities).<p>Coincidentally, this book goes well with the technique described here:<p><a href="http:&#x2F;&#x2F;www.pathsensitive.com&#x2F;2018&#x2F;01&#x2F;the-benjamin-franklin-method-of-reading.html" rel="nofollow">http:&#x2F;&#x2F;www.pathsensitive.com&#x2F;2018&#x2F;01&#x2F;the-benjamin-franklin-m...</a>
bjourne超过 7 年前
What was the name of that 30-something woman who had never studied mathematics before, but then finished a degree in quantum physics in two years? Her name has been posted on HN at least two times before. I guess what she did is exactly how you should study mathematics if you want to become got at it.
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alexbecker超过 7 年前
I left math after college for software engineering, but reading <i>A Mathematicians Lament</i> recently re-kindled my love for it. It is tragic how intuition, technique and mental models are left out of modern mathematics education and writing.<p>It occurred to me that while I learned in college how to show, using Galois theory, that quintic equations are not generally solvable by radicals, I had no idea how Galois theory really relates to the process of finding roots. So I went back and derived the quadratic formula, the cubic formula, and sketched the quartic formula to see how the process used the ideas formalized by Galois theory and where it breaks down. I&#x27;ve tried to write the result up in a motivated and understandable way, instead of like a math textbook: <a href="https:&#x2F;&#x2F;alexcbecker.net&#x2F;mathematics.html#the-quadratic-equation-and-beyond" rel="nofollow">https:&#x2F;&#x2F;alexcbecker.net&#x2F;mathematics.html#the-quadratic-equat...</a>
graycat超过 7 年前
I studied a lot of math, pure and applied, taught it, applied it, published research in it, etc. so developed some ideas relevant to the OP.<p>For<p>&gt; To the mathematician this material, together with examples showing why the definitions chosen are the correct ones and how the theorems can be put to practical use, is the essence of mathematics.<p>Is good, but more is needed.<p>(1) Plan to go over the material more than once. The early passes are just to get a general idea what is going on.<p>In such passes, for the proofs, they are usually the near the end of what to study and not the first.<p>(2) When get to the proofs, for each proof and each of the hypotheses (<i>givens</i>, assumptions), try to see where the proof uses the hypothesis.<p>Next, try to see what are the more important earlier theorems used in the proof. So, sure, in this way might begin to see some of how one result leads to or depends on another and have something of a <i>web</i>, acyclic directed graph, of results.<p>And try to see what are the core, clever ideas used in the proof.<p>(3) For still more if you have time, and likely you will not, can use the P. Halmos advice, roughly,<p>&quot;Consider changes in the hypotheses and conclusions that make the theorem false or still true.&quot;<p>(4) But, note that to solve exercises or apply or extend the theory, need some ideas. So, where do such ideas come from? In my experience, heavily the ideas come from intuitive views of the subject.<p>So, my best suggestion is to try to develop some intuitive ideas about the material. Definitely be willing to draw pictures, maybe on paper, maybe only in your head.<p>In the end, a solution or proof does not depend on intuitive ideas, but finding a solutions or proof can make use of a lot in intuitive ideas.<p>For research, most of the above applies, but IMHO there are more techniques needed.
adamnemecek超过 7 年前
The Franklin method from yesterday still applies.<p><a href="https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=16390046" rel="nofollow">https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=16390046</a><p>Also a lot of books these days have wolfram mathematica code and it works surprisingly well even for some more abstract parts of math, To get a good intuition.
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sampo超过 7 年前
This is more &quot;How to study pure mathematics&quot;, when the aim is to understand how the theory is build, so that you learn to contruibute to the theory by discovering and rigorously proving your own theorems.<p>I don&#x27;t think I&#x27;ve ever seen a &quot;How to study applied mathematics&quot;. How do applied mathematicians, physicicst and engineers (who apply mathematics to real world problems) study mathematics, when they use it as a tool? How much or little emphasis do they give to proofs and theorems?
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miobrien超过 7 年前
Awesome.<p>A related thread from two days ago for those who missed it:<p><a href="https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=16372454" rel="nofollow">https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=16372454</a>
skybrian超过 7 年前
One thing they don&#x27;t talk about is how you decide what to study. Before spending a lot of time on a particular topic in math, you have to decide whether it&#x27;s worthwhile studying it at all.<p>It&#x27;s apparently just assumed that you&#x27;re taking a course so the decision is made for you.
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commandlinefan超过 7 年前
One thing I figured out on my own that I wished I had realized sooner (which I&#x27;m trying - so far unsuccessfully - to impress on my 14-year-old son) is that, when reading math books, they follow a similar pattern. They describe a concept, show an example problem fully worked, and then discuss the ramifications of that concept, followed by another concept, followed by a fully worked problem, etc. I started making it a habit to try to work the example fully-worked problem by myself, based on the description that preceded it, before reading through the author&#x27;s work. I was amazed how much better I was able to understand what he presented, and how much better I did working the exercises in the chapter afterwards.
backprojection超过 7 年前
Ha, Dr. Blecher&#x27;s webpage on HN! That&#x27;s great.<p>I did my PhD in math, in large part because I enjoyed his class on advanced linear algebra so much, and later on real and functional analysis.
dsacco超过 7 年前
This is good. I think two principal components should be emphasized when studying mathematics.<p>1. Proper preparation. There are textbooks at even the graduate level which have no formal prerequisites and which are largely self-contained. Technically speaking, someone with no prior background but a strong mathematical maturity could tackle these, but it might take them an inordinate amount of time to really grasp the material. For example, if you understand things like mathematical induction and proof by contradiction, you can learn analysis before you&#x27;ve been exposed to calculus, or category theory without abstract algebra. But it&#x27;s far from ideal because you&#x27;ll probably need to go over the same material several times and struggle with it.<p>Furthermore, even the same subject within &quot;advanced&quot; mathematics can have wildly different depths of coverage depending on the author. Pinter&#x27;s <i>A Book of Abstract Algebra</i> is probably approachable for anyone currently reading this comment, or even high school students. Dummit-Foote is a step beyond that, and appropriate for undergraduates who are already immersed in a math degree. But Lang or MacLane-Birkhoff would be significantly more challenging without first building up to them.<p>Sometimes this is not just a question of depth, but also of pedagogical style. You can get a lot of satisfaction by learning analysis from Rudin for the first time, but it&#x27;s really a rough go of it if you&#x27;re not prepared for the terse definition-&gt;theorem-&gt;proof-&gt;remark-&gt;definition-&gt;theorem-&gt;proof-&gt;remark style of writing. On the other hand, Tao&#x27;s <i>Analysis I</i> and <i>Analysis II</i> are much more approachable (similarly, some writers, like Halmos or Munkres, are praised for their exposition in introducing otherwise complex material).<p>Ideally someone looking to study a subject should introspect about whether or not they are prepared for that subject overall. Once they&#x27;ve confirmed they are, they should read the first 10 pages of five or so well-recommended textbooks on the subject <i>at their level</i>, then choose to stick with the one that has the most approachable exposition style for them.<p>2. Proper study. When studying any given textbook (or videos, lectures, etc) it&#x27;s really important to understand that mathematics is an <i>active</i> discipline. You cannot learn it by reading it. The process that has worked for me is the following: first, read through a chapter without taking any notes. Do so quickly, but not quite so quickly as skimming. When you come across things you don&#x27;t know, compartmentalize them a bit and keep moving forward to the end of the chapter. The idea is to let the chapter&#x27;s new material percolate a little before you begin actively tackling it.<p>Next, start over at the beginning of the chapter and write down every single definition and theorem as you read. Before reading the author&#x27;s proof of any given theorem, try to prove it yourself for at least 10 minutes. Then compare your work to the author&#x27;s, and copy their proof meticulously in order to learn the method. Continue on to the end of the chapter.<p>Finally, there will probably be anywhere between 5 - 20 exercises at the end of the chapter. Solve a meaningful fraction of these exercises, and don&#x27;t look up the solutions to any of them until you&#x27;ve struggled with them for a good half hour or so (each). When you do look up the solutions, make sure you check multiple proofs for the same exercise so you can understand how the chapter&#x27;s material can be applied in different, flexible ways.<p>Mathematics has always exemplified a central belief of mine, which is that humans learn under conditions of <i>optimal struggle.</i> Even though it feels like being mired in hopeless complexity while you&#x27;re struggling to complete a particularly difficult problem, you&#x27;re <i>actively learning</i> the subject by doing it. But it&#x27;s a question of efficiency. You want to aim for a subject <i>and</i> a presentation of that subject which is difficult enough to be <i>just</i> out of your current capabilities, but not so difficult that you can&#x27;t follow its exposition.
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lowtec超过 7 年前
Notation and syntax are areas that I have struggled with in higher level mathematics. Can anyone recommend a guide or resources useful to understanding things like converting set theory, sequence and series style problems into equations and solving them?
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Philipp__超过 7 年前
I always strugle with memorizing part. I am never able to reproduce word for word what I’ve learned or read, but I can put it into context and show my understanding pretty well. Here, with math theory, there is no alternative. I failed exams so many times only because of that vocal reproduction of learned theory that required word for word knowledge. I am having math exam on integral theory in 2 days and here I am sitting and lookin at screen. :)
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bluetwo超过 7 年前
I wonder if anyone here has a background in instructional design and what they think of this tutorial.
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Myrmornis超过 7 年前
It should emphasize more that you have to read very slowly, and often re-read the same section.
Ldorigo大约 7 年前
This text should be required reading for ANY university-level math course. It made me go from &quot;ugh, not math again&quot; to &quot;yay, I&#x27;m going to learn something new!&quot; in a matter of days.
applecrazy超过 7 年前
This advice also applies to more advance mathematics at the high school level, such as AP calculus BC or even linear algebra.<p>Source: have followed this technique indirectly for the past few months
kenny87超过 7 年前
One of the best explanations of the subject that I&#x27;ve seen.
nailer超过 7 年前
If you can&#x27;t read the page:<p><pre><code> window.document.body.style[&#x27;max-width&#x27;] = &#x27;650px&#x27;</code></pre>
Hasz超过 7 年前
I cannot stress the importance of working problems yourself enough. There is literately no substitute.
perseusprime11超过 7 年前
Mathematics for the million is a great book if you are looking to reignite your passion for math.
HaoZeke超过 7 年前
So basically.. Mug up everything and hope you have exactly the same thought process as the course instructor.<p>This is a disgrace.<p>In any case. Definitions vary from book to book so mugging them up ad verbatim would hardly help.
HackinGibsons超过 7 年前
Love it
rublev超过 7 年前
I&#x27;ve always wanted to learn mathematics but have no idea where to start, I have no formal education in anything.<p>I tried the Ivan Savov books and they seem great but I have no way to judge the quality of any resources.<p>Where do I start as a complete beginner? I want books not online resources like Khan etc.<p>I would eventually like to get into Geometry but I have no foundation whatsoever, just basic algebra.
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iron0013超过 7 年前
Thanks for this, everyone should take the time to review this material