
In problem solving, as in street fighting, rules are for fools: do whatever works—don't just stand there! Yet we often fear an unjustified leap even though it may land us on a correct result. Traditional mathematics teaching is largely about solving exactly stated problems exactly, yet life often hands us partly defined problems needing only moderately accurate solutions. This engaging book is an antidote to the rigor mortis brought on by too much mathematical rigor, teaching us how to guess answers without needing a proof or an exact calculation. In Street-Fighting Mathematics, Sanjoy Mahajan builds, sharpens, and demonstrates tools for educated guessing and down-and-dirty, opportunistic problem solving across diverse fields of knowledge—from mathematics to management. Mahajan describes six tools: dimensional analysis, easy cases, lumping, picture proofs, successive approximation, and reasoning by analogy. Illustrating each tool with numerous examples, he carefully separates the tool—the general principle—from the particular application so that the reader can most easily grasp the tool itself to use on problems of particular interest. Street-Fighting Mathematics grew out of a short course taught by the author at MIT for students ranging from first-year undergraduates to graduate students ready for careers in physics, mathematics, management, electrical engineering, computer science, and biology.
Street Fighting Mathematics by Sanjoy Mahajan.
I always think of dimensional reduction when I see these headlines, which is sadly very unrelated.
https://ocw.mit.edu/courses/18-098-street-fighting-mathemati...
The reading list has a link to both the printed version and a free pdf of the book.
1. Writing out input output relations for a function with quite a few examples before actually starting to write the function. Basically writing tests. It makes you realise what the function is actually supposed to do. I learnt this from How to Design Programs (htdp) book. It was a game changer.
2. Working on Fermi Problems aka Street Fighting Mathematics. I learnt from the books of Sanjoy Mahajan. They made me much better at estimating how the output to some input may be like.
What about you?
"Real and Complex Analysis" by Rudin, and the two books both named "Calculus" from Spivak and Apostol. But also from Apostol his more concise and far-reaching "Mathematical Analysis". And from Spivak his small gem "Calculus On Manifolds" made quite a dent on me.
Other than more "classic math" books, I also wanted to mention two outliers that I found eye-opening and generally awesome:
* Street-Fighting Mathematics, by Mahajan (http://streetfightingmath.com/). Intuitive, useful and fun.
* Geometric Algebra for Physicists, by Doran and Lasenby. I found the power and elegance of geometric algebra mesmerizing, and even if this book is also about physics and there may be more appropriate math-only books about geometric algebra, this is the one that made it for me.