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Art of Computer Programming
The Art of Computer Programming (TAOCP) is a comprehensive monograph written by computer scientist Donald Knuth that covers many kinds of programming algorithms and their analysis. The four hardbound volumes of Donald Knuth’s “The Art of Computer Programming” — all snug in their dark purple case — send a clear message: Step aside, Muggles, because you’re in the presence of a Real Programmer. A Serious Practitioner of Computer Science.
The Art of Computer Programming, Volumes 1-4A Boxed Set is a great set that should be on every programmer’s bookshelf
Volume one starts with the first 150 pages being math related to computer science. Then the assembly language is introduced which many of the algorithms are written in. The choice for assembly was made so as to not commit to one specific language’s paradigm.
Volume two gets into the heart of the algorithms. A lot of interesting things about floating point calculations, and prime number discovery. My overall understanding of computer science improved a ton here.
Volume three was my personal favorite. Knuth explains searching and sorting very well. The evolution of the “trie” data structure was impressive. At first he shows a way to make a trie in a way I had never seen before. Then he showed another way, and finally he got to the modern way I had seen. With this knowledge, I understood how the trie was discovered, how it was improved, and then improved again. Every other algorithm book just shows the modern trie without explaining how they got there.
Volume four is heavy on math again with a lot about permutations and combinatorics. This was the most difficult of the books I felt but also rewarding.
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