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관련 상품

Mastering Algorithms with Perl
[직수입양서] Mastering Algorithms with Perl
Hietaniemi, Jarkko / MacDonald, John / Orwant, Jon O'Reilly Media
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Mastering Algorithms with Perl

책소개

목차

Chapter 1. Introduction
What Is an Algorithm?
Efficiency
Recurrent Themes in Algorithms

Chapter 2. Basic Data Structures
Perl's Built-in Data Structures
Build Your Own Data Structure
A Simple Example
Perl Arrays: Many Data Structures in One

Chapter 3. Advanced Data Structures
Linked Lists
Circular Linked Lists
Garbage Collection in Perl
Doubly-Linked Lists
Infinite Lists
The Cost of Traversal
Binary Trees
Heaps
Binary Heaps
Janus Heap
The Heaps Module
Future CPAN Modules

Chapter 4. Sorting
An Introduction to Sorting
All Sorts of Sorts
Sorting Algorithms Summary

Chapter 5. Searching
Hash Search and Other Non-Searches
Lookup Searches
Generative Searches

Chapter 6. Sets
Venn Diagrams
Creating Sets
Set Union and Intersection
Set Differences
Counting Set Elements
Set Relations
The Set Modules of CPAN
Sets of Sets
Multivalued Sets
Sets Summary

Chapter 7. Matrices
Creating Matrices
Manipulating Individual Elements
Finding the Dimensions of a Matrix
Displaying Matrices
Adding or Multiplying Constants
Transposing a Matrix
Multiplying Matrices
Extracting a Submatrix
Combining Matrices
Inverting a Matrix
Computing the Determinant
Gaussian Elimination
Eigenvalues and Eigenvectors
The Matrix Chain Product
Delving Deeper

Chapter 8. Graphs
Vertices and Edges
Derived Graphs
Graph Attributes
Graph Representation in Computers
Graph Traversal
Paths and Bridges
Graph Biology: Trees, Forests, DAGS, Ancestors, and Descendants
Edge and Graph Classes
CPAN Graph Modules

Chapter 9. Strings
Perl Builtins
String-Matching Algorithms
Phonetic Algorithms
Stemming and Inflection
Parsing
Compression

Chapter 10. Geometric Algorithms
Distance
Area, Perimeter, and Volume
Direction
Intersection
Inclusion
Boundaries
Closest Pair of Points
Geometric Algorithms Summary
CPAN Graphics Modules

Chapter 11. Number Systems
Integers and Reals
Strange Systems
Trigonometry
Significant Series

Chapter 12. Number Theory
Basic Number Theory
Prime Numbers
Unsolved Problems

Chapter 13. Cryptography
Legal Issues
Authorizing People with Passwords
Authorization of Data: Checksums and More
Obscuring Data: Encryption
Hiding Data: Steganography
Winnowing and Chaffing
Encrypted Perl Code
Other Issues

Chapter 14. Probability
Random Numbers
Events
Permutations and Combinations
Probability Distributions
Rolling Dice: Uniform Distributions
Loaded Dice and Candy Colors: Nonuniform Discrete Distributions
If the Blue Jays Score Six Runs: Conditional Probability
Flipping Coins Over and Over: Infinite Discrete Distributions
How Much Snow? Continuous Distributions
Many More Distributions

Chapter 15. Statistics
Statistical Measures
Significance Tests
Correlation

Chapter 16. Numerical Analysis
Computing Derivatives and Integrals
Solving Equations
Interpolation, Extrapolation, and Curve Fitting

Appendix A. Further Reading

Appendix B. ASCII Character Set

저자 소개

저자 : Jon Orwant
Jon Orwant is president of Readable Publications, Inc. He founded The Perl Journal in 1995 and served as the sole editor, publisher, accountant, designer, and postal antagonizer until 1999. He has been on the technical committee of all of O'Reilly's Perl conferences (where he is the emcee of the Internet Quiz Show), and he speaks frequently about Perl, most recently at the first YAPC on Rebuilding Post-Apocalyptic Civilization with Perl. He is currently an MIT Media Laboratory IBM Fellow, creating programs that create programs that play games. His other research interests are user modeling and electronic publishing. He gives frequent talks about Media Lab research, most recently on the promise and perils of Internet gambling. In 1993, he created the world's first Internet stock-picking game. His Markov-model based Rock-Paper-Scissors program has been undefeated since 1997. He also performs professional voice-overs. A court injunction from the Commonwealth of Massachusetts prohibits him from cooking or otherwise assisting in the preparation of any foodstuff meant for human consumption.

관련 분류

카테고리 분류

품목정보

발행일
1998년 08월 01일
쪽수, 무게, 크기
704쪽 | 크기확인중
ISBN13
9781565923980

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