A Textbook of Data Structures and Algorithms 1st edition by Vijayalakshmi Pai 1394192069 9781394192069

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ISBN-10 :  1394192069 

ISBN-13 :  9781394192069

Author :  G. A. Vijayalakshmi Pai 

Data structures and algorithms is a fundamental course in Computer Science, which enables learners across any discipline to develop the much-needed foundation of efficient programming, leading to better problem solving in their respective disciplines.

A Textbook of Data Structures and Algorithms is a textbook that can be used as course material in classrooms, or as self-learning material. The book targets novice learners aspiring to acquire advanced knowledge of the topic. Therefore, the content of the book has been pragmatically structured across three volumes and kept comprehensive enough to help them in their progression from novice to expert.

With this in mind, the book details concepts, techniques and applications pertaining to data structures and algorithms, independent of any programming language. It includes 181 illustrative problems and 276 review questions to reinforce a theoretical understanding and presents a suggestive list of 108 programming assignments to aid in the implementation of the methods covered.

 

A Textbook of Data Structures and Algorithms 1st Table of contents:

1 Introduction
1.1. History of algorithms
1.2. Definition, structure and properties of algorithms
1.3. Development of an algorithm
1.4. Data structures and algorithms
1.5. Data structures – definition and classification
1.6. Algorithm design techniques
1.7. Organization of the book
2 Analysis of Algorithms
2.1. Efficiency of algorithms
2.2. Apriori analysis
2.3. Asymptotic notations
2.4. Time complexity of an algorithm using the O notation
2.5. Polynomial time versus exponential time algorithms
2.6. Average, best and worst case complexities
2.7. Analyzing recursive programs
2.8. Illustrative problems
3 Arrays
3.1. Introduction
3.2. Array operations
3.3. Number of elements in an array
3.4. Representation of arrays in memory
3.5. Applications
3.6. Illustrative problems
4 Stacks
4.1. Introduction
4.2. Stack operations
4.3. Applications
4.4. Illustrative problems
5 Queues
5.1. Introduction
5.2. Operations on queues
5.3. Circular queues
5.4. Other types of queues
5.5. Applications
5.6. Illustrative problems
6 Linked Lists
6.1. Introduction
6.2. Singly linked lists
6.3. Circularly linked lists
6.4. Doubly linked lists
6.5. Multiply linked lists
6.6. Unrolled linked lists
6.7. Self-organizing lists
6.8. Applications
6.9. Illustrative problems
7 Linked Stacks and Linked Queues
7.1. Introduction
7.2. Operations on linked stacks and linked queues
7.3. Dynamic memory management and linked stacks
7.4. Implementation of linked representations
7.5. Applications
7.6. Illustrative problems

 

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