Unit 1
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Introduction to Algorithm and
Data Structures
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Algorithms- Problem
Solving, Introduction to Algorithms, Characteristics of algorithms, Algorithm
design tools: flowchart,
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Algorithm design tools: Pseudo
code , Writing pseudocode for sequential searching, max, min, factorial
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Iterative and Recursive
algorithms
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Analysis of Algorithms, Complexity of algorithms- Space
complexity
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Analysis of Algorithms, Time complexity,
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Asymptotic notation- Big-O, Theta and Omega, standard
measures of efficiency.
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Data Structures- Data structure, Abstract Data
Types (ADT), Concept of linear and Non-linear, static and dynamic, persistent
and ephemeral data structures,
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Algorithmic Strategies- Introduction to algorithm
design strategies- Divide and Conquer, and Greedy strategy. #Application
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Recurrence relation - Recurrence
Relation, Linear Recurrence Relations, With constant Coefficients,
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Homogeneous Solutions. Solving
recurrence relations
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Home
assignment: Pseudo code writing and
Algorithm Analysis Class assignments: Objective questions
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2
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Linear Data Structures Using
Sequential Organization
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Sequential Organization, Linear Data Structure Using
Sequential Organization, Array as an Abstract Data Type,
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Memory Representation and
Address Calculation
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Inserting an element into an
array, Deleting an element, Multidimensional Arrays, Two-dimensional arrays,
n- dimensional arrays,
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Concept of Ordered List, Single
Variable Polynomial, Representation using arrays
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Polynomial as array of
structure, Polynomial addition,
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Polynomial multiplication,
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Sparse Matrix, Sparse matrix
representation, Sparse matrix addition,
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Transpose
of sparse matrix
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String
Manipulation Using Array.
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Case
Study- Use of sparse matrix in Social Networks and Maps. Home assignment:
Pseudo code writing for operations on arrays, strings
Class
assignments: Objective questions
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3
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Linked Lists
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Concept of Linked list, Comparison of sequential and linked
organizations, ADT, Primitive operations,
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Realization of Linked Lists, Realization of linked list
using arrays, Dynamic Memory Management,
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Linked list using dynamic memory management
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Linked list
operations, Head pointer and header node,
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Types of linked list- Linear and circular linked
lists, Singly circular linked list, operations
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Doubly
Linked List and operations, Doubly circular linked list
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Polynomial Manipulations - Polynomial addition,
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Multiplication of two polynomials using linked list
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Generalized Linked List (GLL) concept, representation
of polynomial and sets using GLL.
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Case
Study- Garbage Collection
Class Tutorial on objective questions,
Home
assignment: operations on linked lists
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4
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Stacks
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Stacks- concept, Primitive operations, Stack Abstract
Data Type
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Representation of Stacks Using Sequential
Organization, stack operations, Analysis
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Applications of Stack- Expression Evaluation and
Conversion
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Polish
notation and expression conversion
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Need
for prefix and postfix expressions, Postfix expression evaluation,
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Linked Stack and Operations, Multiple Stacks
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Recursion- concept, variants of recursion- direct,
indirect, tail and tree
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Backtracking algorithmic strategy, use of stack in
backtracking,4 queens problem
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Case Study-, Android- multiple tasks/multiple
activities and back stack
Class assignment: Presentation on Linear data structure
Applications
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5
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Queues
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Concept, Queue as Abstract Data Type, Realization of Queues
Using Arrays,
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Queue operations, Analysis
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Circular Queue, Advantages of using circular queues,
operations
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Dequeue operations
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Priority Queue, Array implementation of priority queue
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Linked
Queue and operations
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Linked
Dqueue, Multi-queues,
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Case study- Priority queue in bandwidth
management
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Home
assignment: Operations on type of
queues
Class
assignments: Application of queue
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6
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Sorting and Searching
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Searching- Search Techniques, Sequential search,
variant of sequential search- sentinel search
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Binary search, Analysis
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Fibonacci search, Analysis, Case Study
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Sorting-
Types of sorting-Internal and external sorting, General sort concepts-sort
order, stability, efficiency, number of passes
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Sorting
methods- Bubble sort, Insertion sort, Selection sort
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Quick
sort, analysis
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Heap
sort, analysis ,Shell sort
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Bucket
sort, Radix sort, analysis, Case
Study
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Home
assignment: Sorting techniques
Class
assignments: Sorting techniques
Comparison
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Wednesday, 3 April 2019
Data Structures University Syllabus
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