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Analysis and Design of Algorithms Notes PDF VSSUT – ADA Notes PDF VSSUT of Total Complete Notes

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Link: Complete Notes

Analysis and Design of Algorithms Notes VSSUT – ADA Notes VSSUT

Module – 1

Algorithms and Complexity

orders, worst-case and average-case, amortized complexityjntuworldupdates

Basic Techniques,  divide & conquer, dynamic programming,

greedy method, backtracking, Asymptotic notation

Aggregate analysis,  Potential method, Master theorem

Substitution method, Algorithm and design technique

Matrix chain multiplication, Longest common sub-sequences (LCS)

Optimal binary search tree, Greedy algorithm

Huffman codes

Link: Analysis and Design of Algorithms Notes PDF  – 1

Module – 2

Branch and bound

randomization, Data Structures: heaps, search trees

union-find problems, Applications: sorting & searching, combinatorial

problems, Branch and bound, Randomization, Data Structure

Optimal substructure of a shortest path, Dijkstra’s algorithm

Use data to form a heap, remove highest priority item from heap (largest),

reform heap with remaining data

Link: Module 2 – Analysis and Design of Algorithms PDF Notes

Module – 3

Optimization problems

VSSUT Notes Pdf Materials Free Download
VSSUT Notes Pdf Materials Free Download

computational geometric problems, string matching

Graph Algorithms BFS and DFS, connected components

Line Segment Properties, Determining whether two line segments intersect

Graham’s scan, String Matching, Knuth-Morris-Pratt Algorithm

Graph Algorithms – BFS and DFS: Breadth-first search (BFS):

Determining whether consecutive segments turn left or right

Link: Module – 3 Analysis and Design of Algorithms Notes 

Module – 4

Spanning trees

shortest paths, MAX-flow, NP- completeness,  Approximation algorithms

Spanning tree: Maximum flow, The Ford – Fulkerson method

Ford-Fulkerson Algorithm: Cuts of flow network:

NP-complete (polynomial time algorithm):

Polynomial time reduction algorithm: Polynomial time reduction algorithm:

Approximation algorithms, Vertex cover problem.

String – matching automata, Rabin – Karp Algorithm

Link: Module – 4 Analysis and Design of Algorithms PDF

Text Book:

1. Introduction to Algorithms, 2/e ,T.H.Cormen,C.E.Leiserson, R.L.Rivest and C.Stein,

PHI Pvt. Ltd. / Pearson Education

Reference Books:

1. Algorithm Design: Foundations, Analysis and Internet examples,

M.T.Goodrich and R.Tomassia, John Wiley and sons.

2. Fundamentals of Computer Algorithms, Ellis Horowitz,

Satraj Sahni and Rajasekharam, Galgotia Publications Pvt. Ltd.

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