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A Common-Sense Guide to Data Structures and Algorithms, Second Edition, 2nd Edition
book

A Common-Sense Guide to Data Structures and Algorithms, Second Edition, 2nd Edition

by Jay Wengrow
August 2020
Intermediate to advanced
508 pages
11h 53m
English
Pragmatic Bookshelf
Content preview from A Common-Sense Guide to Data Structures and Algorithms, Second Edition, 2nd Edition

Dynamic Programming through Memoization

Luckily, we do have options, and that is through something called dynamic programming. Dynamic programming is the process of optimizing recursive problems that have overlapping subproblems.

(Don’t pay too much attention to the word “dynamic.” There’s some debate about how the term came about, and there’s nothing obviously dynamic about the techniques I’m about to demonstrate.)

Optimizing an algorithm with dynamic programming is typically accomplished with one of two techniques.

The first technique is something called memoization. And no, that’s not a typo. Pronounced meh-moe-ih-ZAY-shun, memoization is a simple, but brilliant technique for reducing recursive calls in cases of overlapping subproblems.

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Publisher Resources

ISBN: 9781680508048Errata Page