AN INTRODUCTION TO THE ANALYSIS OF ALGORITHMS - Info and Reading Options
By Michael Soltys
"AN INTRODUCTION TO THE ANALYSIS OF ALGORITHMS" was published by World Scientific in 2012 - Singapore, it has 211 pages and the language of the book is English.
“AN INTRODUCTION TO THE ANALYSIS OF ALGORITHMS” Metadata:
- Title: ➤ AN INTRODUCTION TO THE ANALYSIS OF ALGORITHMS
- Author: Michael Soltys
- Language: English
- Number of Pages: 211
- Publisher: World Scientific
- Publish Date: 2012
- Publish Location: Singapore
“AN INTRODUCTION TO THE ANALYSIS OF ALGORITHMS” Subjects and Themes:
- Subjects: ➤ Computer algorithms - Data structures (Computer science)
Edition Specifications:
- Format: [electronic resource]
- Pagination: 1 online resource (211 p.)
Edition Identifiers:
- The Open Library ID: OL27046733M - OL19858863W
- Online Computer Library Center (OCLC) ID: 811504389
- ISBN-13: 9789814401166
- ISBN-10: 9814401161
- All ISBNs: 9814401161 - 9789814401166
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"AN INTRODUCTION TO THE ANALYSIS OF ALGORITHMS" Table Of Contents:
- 1- Preface; Contents; 1. Preliminaries; 1.1 Induction; 1.2 Invariance; 1.3 Correctness of algorithms; 1.3.1 Division algorithm; 1.3.2 Euclid's algorithm; 1.3.3 Palindromes algorithm; 1.3.4 Further examples; 1.3.5 Recursion and fixed points; 1.3.6 Formal verification; 1.4 Stable marriage; 1.5 Answers to selected problems; 1.6 Notes; 2. Greedy Algorithms; 2.1 Minimum cost spanning trees; 2.2 Jobs with deadlines and profits; 2.3 Further examples and problems; 2.3.1 Make change; 2.3.2 Maximum weight matching; 2.3.3 Shortest path; 2.3.4 Huffman codes; 2.4 Answers to selected problems; 2.5 Notes
- 2- 3. Divide and Conquer3.1 Mergesort; 3.2 Multiplying numbers in binary; 3.3 Savitch's algorithm; 3.4 Further examples and exercises; 3.4.1 Extended Euclid's algorithm; 3.4.2 Finite automata; 3.5 Answers to selected problems; 3.6 Notes; 4. Dynamic Programming; 4.1 Longest monotone subsequence problem; 4.2 All pairs shortest path problem; 4.2.1 Bellman-Ford algorithm; 4.3 Simple knapsack problem; 4.3.1 Dispersed knapsack problem; 4.3.2 General knapsack problem; 4.4 Activity selection problem; 4.5 Jobs with deadlines, durations and profits; 4.6 Further examples and problems
- 3- 4.6.1 Consecutive subsequence sum problem4.6.2 Regular expressions; 4.6.3 Context free grammars; 4.7 Answers to selected problems; 4.8 Notes; 5. Online Algorithms; 5.1 List accessing problem; 5.2 Paging; 5.2.1 Demand paging; 5.2.2 FIFO; 5.2.3 LRU; 5.2.4 Marking algorithms; 5.2.5 FWF; 5.2.6 LFD; 5.3 Answers to selected problems; 5.4 Notes; 6. Randomized Algorithms; 6.1 Perfect matching; 6.2 Pattern matching; 6.3 Primality testing; 6.4 Public key cryptography; 6.4.1 Diffie-Hellman key exchange; 6.4.2 ElGamal; 6.4.3 RSA; 6.5 Further exercises; 6.6 Answers to selected problems; 6.7 Notes
- 4- Appendix A Number Theory and Group TheoryA.1 Answers to selected problems; A.2 Notes; Appendix B Relations; B.1 Closure; B.2 Equivalence relation; B.3 Partial orders; B.4 Lattices; B.5 Fixed point theory; B.6 Answers to selected problems; B.7 Notes; Appendix C Logic; C.1 Propositional Logic; C.2 First Order Logic; C.3 Peano Arithmetic; C.4 Answers to selected problems; C.5 Notes; Bibliography; Index;
"AN INTRODUCTION TO THE ANALYSIS OF ALGORITHMS" Description:
The Open Library:
A successor to the first edition, this updated and revised book is a great companion guide for students and engineers alike, specifically software engineers who design reliable code. While succinct, this edition is mathematically rigorous, covering the foundations of both computer scientists and mathematicians with interest in algorithms.Besides covering the traditional algorithms of Computer Science such as Greedy, Dynamic Programming and Divide & Conquer, this edition goes further by exploring two classes of algorithms that are often overlooked: Randomised and Online algorithms ? with emphas
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