Algorithmic thinking: a problem-based introduction - Daniel Zingaro
Daniel Zingaro

Algorithmic thinking: a problem-based introduction - Daniel Zingaro

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A hands-on, problem-based introduction to building algorithms and data structures to solve problems with a computer.

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?.

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NoteEach problem in this book is available on a programmingjudge website

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Algorithmic thinking: a problem-based introduction - Daniel Zingaro

Algorithmic thinking: a problem-based introduction - Daniel Zingaro

293.70 Lei