Algorithms and Theory of Computation Handbook Volume 1 General Concepts and Techniques 2nd Edition by Mikhail Atallah, Marina Blanton 9781584888222 1584888229
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Product details:
ISBN 10: 1584888229
ISBN 13: 9781584888222
Author: Mikhail J. Atallah, Marina Blanton
Algorithms and Theory of Computation Handbook, Second Edition: General Concepts and Techniques provides an up-to-date compendium of fundamental computer science topics and techniques. It also illustrates how the topics and techniques come together to deliver efficient solutions to important practical problems.
Table of contents:
1 Algorithm Design and Analysis Techniques
2 Searching
3 Sorting and Order Statistics
4 Basic Data Structures∗
5 Topics in Data Structures
6 Multidimensional Data Structures for Spatial Applications*
7 Basic Graph Algorithms
8 Advanced Combinatorial Algorithms
9 Dynamic Graph Algorithms
10 External-Memory Algorithms and Data Structures
11 Average Case Analysis of Algorithms*
12 Randomized Algorithms*
13 Pattern Matching in Strings
14 Maxime Crochemore
15 General Pattern Matching
16 Computational Number Theory
17 Algebraic and Numerical Algorithms
18 Applications of FFT and Structured Matrices
19 Basic Notions in Computational Complexity
20 Formal Grammars and Languages
21 Computability
22 Complexity Classes
23 Reducibility and Completeness
24 Other Complexity Classes and Measures
25 Parameterized Algorithms
26 Computational Learning Theory*
27 Algorithmic Coding Theory
28 Parallel Computation: Models and Complexity Issues
29 Distributed Computing: A Glimmer of a Theory
30 Linear Programming∗
31 Integer Programming*
32 Convex Optimization
33 Simulated Annealing Techniques
34 Approximation Algorithms for NP-Hard Optimization Problems
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Tags: Mikhail Atallah, Marina Blanton, Algorithms, Computation