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Hands-On Data Structures and Algorithms with Python - Second Edition

You're reading from  Hands-On Data Structures and Algorithms with Python - Second Edition

Product type Book
Published in Oct 2018
Publisher Packt
ISBN-13 9781788995573
Pages 398 pages
Edition 2nd Edition
Languages
Authors (2):
Dr. Basant Agarwal Dr. Basant Agarwal
Profile icon Dr. Basant Agarwal
Benjamin Baka Benjamin Baka
Profile icon Benjamin Baka
View More author details
Toc

Table of Contents (16) Chapters close

Preface 1. Python Objects, Types, and Expressions 2. Python Data Types and Structures 3. Principles of Algorithm Design 4. Lists and Pointer Structures 5. Stacks and Queues 6. Trees 7. Hashing and Symbol Tables 8. Graphs and Other Algorithms 9. Searching 10. Sorting 11. Selection Algorithms 12. String Algorithms and Techniques 13. Design Techniques and Strategies 14. Implementations, Applications, and Tools 15. Other Books You May Enjoy

An introduction to algorithms

The theoretical foundation of algorithms, in the form of the Turing machine, was established several decades before digital logic circuits could actually implement such a machine. The Turing machine is essentially a mathematical model that, using a predefined set of rules, translates a set of inputs into a set of outputs. The first implementations of Turing machines were mechanical and the next generation may likely see digital logic circuits replaced by quantum circuits or something similar. Regardless of the platform, algorithms play a central predominant role.

Another aspect is the effect algorithms have on technological innovation. As an obvious example, consider the page rank search algorithm, a variation of which the Google Search engine is based on. Using this and similar algorithms allows researchers, scientists, technicians, and others to...

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