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Computer science distilled : learn the art of solving computational problems / Wladston Ferreira Filho.

Av: Materialtyp: TextSpråk: Engelska Utgivningsuppgift: [Las Vegas [Nevada] : Code Energy LLC, 2018Datum för upphovsrätt: ©2017Utgåva: First editionBeskrivning: x, 168 pages illustrations (some color) 22 cmInnehållstyp:
  • text
  • still image
Medietyp:
  • unmediated
Bärartyp:
  • volume
ISBN:
  • 9780997316025
  • 0997316020
  • 9780997316001
  • 0997316004
Ämnen: DDK-klassifikation:
  • 004 23
Innehåll:
1. Basics. Ideas -- Logic -- Counting -- Probability -- 2. Complexity. Counting time -- The big-O notation -- Exponentials -- Counting memory -- 3. Strategy. Iteration -- Recursion -- Brute force -- Backtracking -- Heuristics -- Divide and conquer -- Dynamic programming -- Branch and bound -- 4. Data. Abstract data types -- Common abstractions -- Structures -- 5. Algorithms. Sorting -- Searching -- Graphs -- Operations research -- 6. Databases. Relational -- Non-relational -- Distributed -- Geographical -- Serialization formats -- 7. Computers. Architecture -- Compilers -- Memory hierarchy -- 8. Programming. Linguistics -- Variables -- Paradigms -- Conclusion -- Appendix. Numerical bases -- Gauss' trick -- Sets -- Kadane's algorithm.
Sammanfattning: A walkthrough of computer science concepts that you must know to program computers effectively. After a simple introduction to discrete math, it presents common algorithms and data structures. It also outlines the principles that make computers and programming languages work.
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Includes bibliographical references.

1. Basics. Ideas -- Logic -- Counting -- Probability -- 2. Complexity. Counting time -- The big-O notation -- Exponentials -- Counting memory -- 3. Strategy. Iteration -- Recursion -- Brute force -- Backtracking -- Heuristics -- Divide and conquer -- Dynamic programming -- Branch and bound -- 4. Data. Abstract data types -- Common abstractions -- Structures -- 5. Algorithms. Sorting -- Searching -- Graphs -- Operations research -- 6. Databases. Relational -- Non-relational -- Distributed -- Geographical -- Serialization formats -- 7. Computers. Architecture -- Compilers -- Memory hierarchy -- 8. Programming. Linguistics -- Variables -- Paradigms -- Conclusion -- Appendix. Numerical bases -- Gauss' trick -- Sets -- Kadane's algorithm.

A walkthrough of computer science concepts that you must know to program computers effectively. After a simple introduction to discrete math, it presents common algorithms and data structures. It also outlines the principles that make computers and programming languages work.