Language:
English
Pages:
1 online resource (408 pages)
Edition:
1st edition
Keywords:
Electronic books ; local
Abstract:
Algorithmic Thinking will teach you how to solve challenging programming problems and design your own algorithms. Daniel Zingaro, a master teacher, draws his examples from world-class programming competitions like USACO and IOI. You’ll learn how to classify problems, choose data structures, and identify appropriate algorithms. You’ll also learn how your choice of data structure, whether a hash table, heap, or tree, can affect runtime and speed up your algorithms; and how to adopt powerful strategies like recursion, dynamic programming, and binary search to solve challenging problems. Line-by-line breakdowns of the code will teach you how to use algorithms and data structures like: •The breadth-first search algorithm to find the optimal way to play a board game or find the best way to translate a book •Dijkstra’s algorithm to determine how many mice can exit a maze or the number of fastest routes between two locations •The union-find data structure to answer questions about connections in a social network or determine who are friends or enemies •The heap data structure to determine the amount of money given away in a promotion •The hash-table data structure to determine whether snowflakes are unique or identify compound words in a dictionary NOTE: Each problem in this book is available on a programming-judge website. You’ll find the site’s URL and problem ID in the description. What’s better than a free correctness check?
Note:
Online resource; Title from title page (viewed December 15, 2020)
,
Mode of access: World Wide Web.
