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KSOU COMPUTER NOTES

 TABLE OF CONTENTS
BLOCK 1 ROLE OF ALGORITHMS IN COMPUTING                                                                               PAGE NO.
UNIT- 1 Algorithms – algorithms as a technology                                                                                                1-8
UNIT-2 Analyzing algorithms – designing algorithms- growth of functions                                            9-25
UNIT-3 Asymptotic notation – standard notations and common functions                                           26-35
UNIT-4 Recurrences: the substitution method the recursion-tree method                                             36-46

BLOCK 1I HIERARCHICAL DATA STRUCTURES

UNIT-5

Binary search trees: basics – querying a binary search tree –
insertion and deletion- red-black trees: properties of red-black trees.                                                                                                           47-63

UNIT-6

Insertion – deletion -b-trees: definition of b trees – basic operations on b-trees – deleting a key from a b-tree-                         64-109

UNIT-7 Fibonacci heaps: structure – merge able-heap operations-                                                                                                                 110-131

UNIT-8

Decreasing a key and deleting a node-bounding the maximum degree.                                                                                                          133-141

BLOCK III

GRAPHS

UNIT-9

Elementary graph algorithms: representations of graphs – breadth-
first search – depth-first search.                                                                                                                                                                                       142-157

UNIT-10

Topological sort – strongly connected components- minimum
spanning trees: growing a minimum spanning tree                                                                                                                                                 158-179

UNIT-11

Kruskal and prim- single-source shortest paths: the bellman-ford
algorithm single-source shortest paths in directed acyclic graphs                                                                                                                     180-198

UNIT-12

Dijkstra ‘s algorithm; all-pairs shortest paths: shortest paths and
matrix multiplication – the floyd warshall algorithm;                                                                                                                                             199-217

BLOCK IV
ALGORITHM DESIGN TECHNIQUES

UNIT-13

Dynamic programming: matrix-chain multiplication – elements of
dynamic programming – longest common subsequence                                                                                                                                            218-237

UNIT-14

Greedy algorithms: an activity-selection problem – elements of the greedy strategy-                                                                                      238-247

UNIT-15

Huffman codes. Np complete and np hard np-completeness:                                                                                                                                    248-256

UNIT-16

Polynomial time – polynomial-time verification – np-
completeness and reducibility – np-completeness proofs –np-complete problems                                                                                             257-272

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