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2014 | Buch

Introduction Kapitel lesen Erstes Kapitel lesen

Python Algorithms

Mastering Basic Algorithms in the Python Language

verfasst von: Magnus Lie Hetland

Verlag: Apress

Enthalten in: Springer Professional "Wirtschaft+Technik" , Springer Professional "Technik" , Springer Professional "Wirtschaft"

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Über dieses Buch

Python Algorithms, Second Edition explains the Python approach to algorithm analysis and design. Written by Magnus Lie Hetland, author of Beginning Python, this book is sharply focused on classical algorithms, but it also gives a solid understanding of fundamental algorithmic problem-solving techniques.

The book deals with some of the most important and challenging areas of programming and computer science in a highly readable manner. It covers both algorithmic theory and programming practice, demonstrating how theory is reflected in real Python programs. Well-known algorithms and data structures that are built into the Python language are explained, and the user is shown how to implement and evaluate others.

Inhaltsverzeichnis

Frontmatter
Chapter 1. Introduction
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Chapter 2. The Basics
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Chapter 3. Counting 101
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Chapter 4. Induction and Recursion ... and Reduction
Abstract
You must never think of the whole street at once, understand? You must only concentrate on the next step, the next breath, the next stroke of the broom, and the next, and the next. Nothing else.
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Chapter 5. Traversal: The Skeleton Key of Algorithmics
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Chapter 6. Divide, Combine, and Conquer
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Chapter 7. Greed Is Good? Prove It!
Abstract
It’s not a question of enough, pal.
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Chapter 8. Tangled Dependencies and Memoization
Abstract
Twice , adv. Once too often.
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Chapter 9. From A to B with Edsger and Friends
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Chapter 10. Matchings, Cuts, and Flows
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Chapter 11. Hard Problems and (Limited) Sloppiness
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Appendix A. Pedal to the Metal: Accelerating Python
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Appendix B. List of Problems and Algorithms
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Appendix C. Graph Terminology
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Appendix D. Hints for Exercises
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Backmatter
Metadaten
Titel
Python Algorithms
verfasst von
Magnus Lie Hetland
Copyright-Jahr
2014
Verlag
Apress
Electronic ISBN
978-1-4842-0055-1
Print ISBN
978-1-4842-0056-8
DOI
https://doi.org/10.1007/978-1-4842-0055-1