JNTUK R20 B Tech CSE 3-1 DAA Material/ Notes PDF Download

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JNTUK R20 B Tech CSE 3-1 DAA Material/ Notes PDF Download: Looking for JNTUK R20 B Tech CSE 3-1 DAA study Materials. Then, you’ve come to the right place! Our collection includes everything you need for JNTUK R20 B Tech DAA Material, including notes and resources specifically designed for CSE students. Whether you need notes or materials in PDF format, we have them ready for you to download. Dive into understanding and analyzing algorithm time complexities effortlessly.

Explore various algorithmic approaches through practical examples, equipping you with problem-solving skills. Learn about dynamic programming and when to use it in algorithm design situations, along with mastering algorithms employing this technique. Additionally, gain insights into theoretical concepts like finding algorithm lower bounds and understanding NP-completeness. Get started with your studies now for a smooth learning journey.

JNTUK R20 B Tech CSE 3-1 DAA Material – Units

Unit 1 Syllabus PDF Download | JNTUK R20 B Tech CSE Design and Analysis of Algorithms Material

Introduction: Algorithm Definition, Algorithm Specification, Performance Analysis, Performance measurement, asymptotic notation, Randomized Algorithms.

Unit 2 Syllabus PDF Download | JNTUK R20 B Tech CSE Design and Analysis of Algorithms Material

Divide and Conquer: General Method, Defective chessboard, Binary Search, finding the maximum and minimum, Merge sort, Quick sort.

The Greedy Method: The general Method, knapsack problem, minimum-cost spanning Trees, Optimal Merge Patterns, Single Source Shortest Paths.

Unit 3 Syllabus PDF Download | JNTUK R20 B Tech CSE Design and Analysis of Algorithms Material

Dynamic Programming: The general method, multistage graphs, All pairs-shortest paths, optimal Binary search trees, 0/1 knapsack, and The traveling salesperson problem.

Unit 4 Syllabus PDF Download | JNTUK R20 B Tech CSE Design and Analysis of Algorithms Material

Backtracking: The General Method, The 8-Queens problem, the sum of subsets, Graph coloring, Hamiltonian cycles, and knapsack problem.

Unit 5 Syllabus PDF Download | JNTUK R20 B Tech CSE Design and Analysis of Algorithms Material

NP-Hard and NP-Complete problems: Basic concepts, non-deterministic algorithms, NP–Hard and NP-Complete classes, Cook’s theorem.

JNTUK R20 B Tech DAA Material – Outcomes

• Evaluate algorithm performance by assessing time complexity using asymptotic notation, both for recursive and non-recursive algorithms, to understand how efficiently they solve problems.
• Explore different algorithmic approaches, including divide and conquer and greedy methods, which involve breaking down problems into smaller parts and making locally optimal choices to find the overall best solution.
• Utilize dynamic programming techniques to develop efficient algorithms for common engineering design challenges, by systematically solving subproblems and storing their solutions to avoid redundant computations.
• Understand algorithmic design paradigms such as backtracking and branch and bound, which involve systematically exploring all possible solutions or pruning search spaces to find optimal solutions efficiently.
• Gain insights into NP-Completeness theory and lower bound theory, as well as techniques like string matching, to understand the inherent difficulty of certain problems and methods for efficiently solving them within given constraints.

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