学习其他数学家工具的力量
学习其他数学家工具的力量
我想,如果你唯一的工具是锤子,那么把所有东西都当成钉子来对待是很诱人的。
— 亚伯拉罕·马斯洛,《科学心理学》
你会发现,在听讲座或阅读论文时,会有一些让你感兴趣的问题是用不熟悉的工具解决的,但这些工具似乎超出了你个人”技巧库”的能力范围。当这种情况发生时,你应该尝试看看自己的工具是否实际上能够完成类似的任务,但也应该努力弄清楚是什么让其他工具如此有效——例如,找到该工具能够完成非平凡任务的最简单模型案例。
一旦你对新工具相对于旧工具的优缺点有了很好的比较,你就能够在将来出现该工具有用的情况时随时想起它;经过足够的练习,你将能够将该工具永久添加到你的技能库中。因此,值得投入一些时间来学习其他工具,即使它们超出了你的领域。
做到这一点的一种方法是阅读面向普通受众的其他领域的综述文章(四年一度的国际数学家大会论文集是一个很好的来源)。
Learn the power of other mathematicians’ tools
I suppose it is tempting, if the only tool you have is a hammer, to treat everything as if it were a nail.
— Abraham Maslow, “Psychology of Science”
You will find, when listening to talks or reading papers, that there will be problems which interest you which were solved using an unfamiliar tool, but seem out of reach of your own personal “bag of tricks”. When this happens, you should try to see whether your own tools can in fact accomplish a similar task, but you should also try to work out what made the other tool so effective – for instance, to locate the simplest model case in which that tool does something non-trivial.
Once you have a good comparison of the strengths and weaknesses of the new tool in relation to the old, you will be prepared to recall it whenever a situation comes up in the future in which the tool would be useful; given enough practice, you will then be able to add that tool permanently to your repertoire. Thus it is worth investing some time in learning about other tools, even if they are outside your field.
One way to do this is to read survey articles in other fields aimed at a general audience (one good source for this are the quadrennial ICM proceedings).