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Friday, April 1, 2011

Educational videos of Advanced Data Structures







Download/Source url :
http://www.youtube.com/watch?v=zWg7U0OEAoE&feature=player_embedded


By Dr. Naveen Garg, Department of Computer Science & Engineering ,IIT Delhi.


ADVANCED DATA STRUCTURES SYLLABUS :

Source : http://jntuk.edu.in


Unit I :
C++ Class Overview- Class Definition, Objects, Class Members, Access Control, Class Scope,
Constructors and destructors, parameter passing methods, Inline functions, static class members, this
pointer, friend functions, dynamic memory allocation and deallocation (new and delete), exception
handling.


Unit II :
Function Over Loading, Operator Overloading, Generic Programming- Function and class templates,
Inheritance basics, base and derived classes, inheritance types, base class access control, runtime
polymorphism using virtual functions, abstract classes, streams I/O.


Unit III :
Algorithms, performance analysis- time complexity and space complexity. Review of basic data structures-
The list ADT, Stack ADT, Queue ADT, Implementation using template classes in C++.


Unit IV :
Dictionaries, linear list representation, skip list representation, operations insertion, deletion and
searching, hash table representation, hash functions, collision resolution-separate chaining, open
addressing-linear probing, quadratic probing, double hashing, rehashing, extendible hashing, comparison
of hashing and skip lists.


Unit V :
Priority Queues – Definition, ADT, Realizing a Priority Queue using Heaps, Definition, insertion, Deletion,
External Sorting- Model for external sorting, Multiway merge, Polyphase merge.


Unit VI :
Search Trees (Part1):-
Binary Search Trees, Definition, ADT, Implementation, Operations- Searching, Insertion and Deletion,
AVL Trees, Definition, Height of an AVL Tree, Operations – Insertion, Deletion and Searching


Unit VII :
Search trees (prt II) : Introduction to Red –Black and Splay Trees, B-Trees, B-Tree of order m, height of a
B-Tree, insertion, deletion and searching, Comparison of Search Trees


Unit VIII :
Pattern matching and Tries : Pattern matching algorithms-Brute force, the Boyer –Moore algorithm, the
Knuth-Morris-Pratt algorithm, Standard Tries, Compressed Tries, Suffix tries.


TEXT BOOKS :
1. Data structures, Algorithms and Applications in C++, S.Sahni, University Press (India) Pvt.Ltd, 2nd
edition, Universities Press Orient Longman Pvt. Ltd.
2. Data structures and Algorithms in C++, Michael T.Goodrich, R.Tamassia and .Mount, Wiley student
edition, John Wiley and Sons.


REFERENCES :
1. Data structures and Algorithm Analysis in C++, Mark Allen Weiss, Pearson Education. Ltd., Second
Edition.
2. Data structures and algorithms in C++, 3rd Edition, Adam Drozdek, Thomson
3. Data structures using C and C++, Langsam, Augenstein and Tanenbaum, PHI.
4. Problem solving with C++, The OOP, Fourth edition, W.Savitch, Pearson education.

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