Design and analysis of algorithms ebook

About Subject:-

1. According to Wikipedia:- In computer science, the analysis of algorithms is the determination of the amount of resources (such as time and storage) necessary to execute them. Most algorithms are designed to work with inputs of arbitrary length.

   
   

   Algorithm design is a specific method to create a mathematical process in solving problems. Applied algorithm design is algorithm engineering.

2. Design and analysis of algorithms is a core and very important subject in computer science.for better understanding of this subject we are going to post some ebooks as well as some informative videos about Design and analysis of algorithm .
3. This is a totally maths based subject for students of computer science.Algorithms is all about mathematical equations and logics.for understand this subject properly you have to be good in mathematics.

4. Basic Information about Algorithm anaysis:-

5. Algorithm analysis is an important part of a broader computational complexity theory, which provides theoretical estimates for the resources needed by any algorithm which solves a given computational problem. These estimates provide an insight into reasonable directions of search for efficient algorithms.

6. Run time anaysis:-

7. These are some techniques for Run time Analysis of Algorithms.

•  Shortcomings of empirical metrics
•  Orders of growth
•  Empirical orders of growth
•  Evaluating run-time complexity
•  Growth rate analysis of other resources

1. Basic Information about Algorithm Design:-

2. Algorithm design is identified and incorporated into many solution theories of operation research, such as dynamic programming and divide-and-conquer. Techniques for designing and implementing algorithm designs are algorithm design patterns, such as template method pattern and decorator pattern.
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   Steps of Algorithm Designs:-

   
   

   1. Problem definition
   2. Development of a model
   3. Specification of Algorithm
   4. Designing an Algorithm
   5. Checking the correctness of Algorithm
   6. Analysis of Algorithm
   7. Implementation of Algorithm
   8. Program testing
   9. Documentation Preparation

   
   

   Design and analysis of algorithms ebook:-

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7. About Book:-

1. Book name:-  Introduction to Algorithms, Second Edition
2. Authors:- 
3.                    Thomas H. Cormen 
4.                             Charles E. Leiserson 
5.                             Ronald L. Rivest 
6.                             Clifford Stein
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8.      Publication:- The MIT Press 
                                              Cambridge , Massachusetts London, England.
                               

9. Contents of the book:-

                                                Chapter 1: The Role of Algorithms in Computing 
                                                Chapter 2: Getting Started 
                                                Chapter 3: Growth of Functions 
                                                Chapter 4: Recurrences 
                                                Chapter 5: Probabilistic Analysis and Randomized                                                                                     Algorithms

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