General rules which could prescribe in detail the most useful discipline of thought are not known to us. Even if such rules could be formulated, they would not be very useful. Rather than knowing the correct rules of thought theoretically, one must have them assimilated into one's flesh and blood ready for instant and instinctive use. Therefore,
for the schooling of one's powers of thought only the practice of thinking is really useful. The independent solving of challenging problems will aid the reader far more than the aphorism') which follow, although as a start these can do him no harm.
One should try to understand everything: isolated facts by collating them with related facts, the newly discovered through its connection with the already assimilated. the unfamiliar by analogy with the accustomed, special results through generalization, general results by means of suitable specialization, complex situations by dissecting them into their constituent parts, and details by comprehending them within a
total picture.
There is a similarity between knowing one's way about a town and mastering a field of knowledge; from any given point one should be able to reach any other point 1. One is even better informed if one can immediately take the most convenient and quickest path from the one point to the other. If one is very well informed indeed, one can even execute special feats, for example, to carry out a journey by systematically
avoiding certain forbidden paths which are customary-such things happen in certain axiomatic investigations.
There is an analogy between the task of constructing a well-integrated body of knowledge from acquaintance with isolated truths and the building of a wall out of unhewn stones. One must turn each new insight and each new stone over and over, view it from all sides, attempt to join it on to the 'edifice at all possible points, until the new finds its suitable place in the already established, in such a way that the areas of contact will be as large as possible and the gaps as small as possible, until the whole forms one firm structure.
"Problems and Theorems in Analysis" (Excerpt of the) Preface to the first German edition, Polya & Szego.
Our system is quite good at producing reliable theorems that can be solidly backed up. It’s just that the reliability does not primarily come from mathematicians formally checking formal arguments; it comes from mathematicians thinking carefully and critically about mathematical ideas.So if we want to produce a nearly absolutely correct proof, then computer assistant proof is a choice. – Yai0Phah Feb 22 '14 at 10:01