Guide to Competitive Programming: Learning and Improving Algorithms Through Contests

Author:   Antti Laaksonen
Publisher:   Springer Nature Switzerland AG
Edition:   2nd ed. 2020
ISBN:  

9783030393564


Pages:   309
Publication Date:   09 May 2020
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Guide to Competitive Programming: Learning and Improving Algorithms Through Contests


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Overview

Building on what already is the most comprehensive introduction to competitive programming, this enhanced new textbook features new material on advanced topics, such as calculating Fourier transforms, finding minimum cost flows in graphs, and using automata in string problems. Critically, the text accessibly describes and shows how competitive programming is a proven method of implementing and testing algorithms, as well as developing computational thinking and improving both programming and debugging skills. Topics and features: introduces dynamic programming and other fundamental algorithm design techniques, and investigates a wide selection of graph algorithms; compatible with the IOI Syllabus, yet also covering more advanced topics, such as maximum flows, Nim theory, and suffix structures; surveys specialized algorithms for trees, and discusses the mathematical topics that are relevant in competitive programming; reviews the features of the C++ programminglanguage, and describes how to create efficient algorithms that can quickly process large data sets; discusses sorting algorithms and binary search, and examines a selection of data structures of the C++ standard library; covers such advanced algorithm design topics as bit-parallelism and amortized analysis, and presents a focus on efficiently processing array range queries; describes a selection of more advanced topics, including square-root algorithms and dynamic programming optimization. Fully updated, expanded and easy to follow, this core textbook/guide is an ideal reference for all students needing to learn algorithms and to practice for programming contests. Knowledge of programming basics is assumed, but previous background in algorithm design or programming contests is not necessary. With its breadth of topics, examples and references, the book is eminently suitable for both beginners and more experienced readers alike.

Full Product Details

Author:   Antti Laaksonen
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   2nd ed. 2020
Weight:   0.504kg
ISBN:  

9783030393564


ISBN 10:   3030393569
Pages:   309
Publication Date:   09 May 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- Programming Techniques.- Efficiency.- Sorting and Searching.- Data Structures.- Dynamic Programming.- Graph Algorithms.- Algorithm Design Topics.- Range Queries.- Tree Algorithms.- Mathematics.- Advanced Graph Algorithms.- Geometry.- String Algorithms.- Additional Topics.- Appendix A: Mathematical Background.

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Author Information

Dr. Antti Laaksonen has worked as a teacher and researcher at the University of Helsinki and Aalto University, Finland. He has served as one of the organizers of the Finnish Olympiad in Informatics since 2008, and as the Scientific Chair of the Baltic Olympiad in Informatics in 2016. He has also coached and led the Finnish team at several international programming contests, including the International Olympiad in Informatics 2009–2016, and has established experience in teaching programming and algorithms.​

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