CSCE 210/2201 Data Structures and Algorithms. Prof. Amr Goneid
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1 CSCE 20/220 Data Structures and Algorithms Prof. Amr Goneid Fall 208 / Spring 209
2 CSCE 20/220 DATA STRUCTURES AND ALGORITHMS Prof. Amr Goneid Instructor: Prof. Amr Goneid Office: Rm 252 SSE Course Resources Textbook: "Data Structures and Algorithm Analysis in C++" by Mark A. Weiss, Int. Ed of 4th revised Edition, 204, Pearson, ISBN: Other supplemental materials: Course Slides by Prof. Amr Goneid Other Reference: "ADTs, Data Structures and Problem Solving with C++" by Larry Nyhoff, 2nd Edition, Pearson Prentice Hall, 2005 Language: C++ Lab: 274 SSE Course Goals To introduce concepts of Data Models, Data Abstraction and ADTs in problem solving and S/W development To deepen the experience in Object Oriented Programming as an efficient software development methodology. To gain experience in the design of algorithms for problem solving and to introduce the concepts of algorithm analysis To gain experience in the design and implementation of various ADTs and their applications to practical problems Contents R. ADTs as Classes ((Revision of some CSCE 0 material) Class Definition: Private & Public Members Constructors & Destructor Data and Function Members Accessors & Mutators Polymorphism and Overloading Example: Rational Numbers Class Example: Simple String Class
3 R2. Elementary Data Structures (Revision of some CSCE 0 material) Static and Dynamic Data Structures Static Arrays Pointers Run-Time Arrays The Linked List Structure Some Linked List Operations Variations on Linked Lists R3. Dictionaries(): Key Tables & Lists (Revision of some CSCE 0 material) The Key Table ADT Key Table The Key Table Class Definition Key Table Class implementation Example Application The Linked List ADT Linked List The Linked List Class Definition Linked List Class implementation Example Application R4. Vectors (Revision of some CSCE 0 material) The Standard Template Library (STL) What is a Vector Declaring a Vector Size and Accessing Elements Adding and removing Elements Emptying a Vector Other Member Functions Iterators Vectors as Function Parameters or Types Vectors of Vectors Some Matrix Operations using Vectors of Vectors. Data Modeling and ADTs Data Modeling Abstract Data types (ADTs) A Classification of Abstract Structures Another Classification Special Data Structures OOP and Classes Examples on Modeling
4 2. Simple Containers: Stacks and Queues Introduction to the Stack data structure Designing a Stack class using dynamic arrays Linked Stacks Some Applications of Stacks Introduction to the Queue data structure Array Models Array Based Queue ADT Linked Queues Simulation of a Waiting Line 3. Introduction to the Analysis of Algorithms Algorithms Analysis of Algorithms Time Complexity Bounds and the Big-O Types of Complexities Rules for Big-O Examples of Algorithm Analysis 4. Trees General Binary Trees Tree Traversal 5. Dictionaries(2): Hash Tables Hash Tables as Dictionaries Hashing Process Collision Handling: Open Addressing Collision Handling: Chaining Properties of Hash Functions Template Class Hash Table Performance 6. Dictionaries(3): Binary Search Trees The Dictionary Data Structure The Binary Search Tree (BST) Search, Insertion and Traversal of BST Removal of nodes from a BST Binary Search Tree ADT Template Class Specification Self-Balancing Binary Search Trees: AVL Trees 7. Priority Queues Definition of Priority Queue The Binary Heap Insertion and Removal A Priority Queue Class
5 Analysis of PQ Operations Heapify: A Modified Insertion Algorithm 8. Sorting Sorting (): Elementary Algorithms General Selection Sort Bubble Sort Insertion Sort Sorting (2): (n log n) Algorithms General Heap Sort Merge Sort Quick Sort 9. The Set Data Structure: Disjoint Sets What are Disjoint Sets? Tree Representation Basic Operations Parent Array Representation Simple Find and Simple Union Disjoint Sets Class Some Applications 0. Graphs Basic Definitions Paths and Cycles Connectivity Other Properties Representation Examples of Graph Algorithms: Graph Traversal Shortest Paths Minimum Cost Spanning Trees Coursework Grading: 30% Programming Assignments. 5 % Quizzes, class participation and attendance 20% Midterm Exam () 20% Midterm Exam (2) 25% Final Exam
6 Recommended text book: "Data Structures and Algorithm Analysis in C++" by Mark A. Weiss, Int. Ed of 4 th revised Edition, 204, Pearson, ISBN: The following table shows the correspondence between the different parts of the course and the book chapters. Part No. R R2 R3 R a 8b 9 0 Subject ADTs as Classes Elementary Data Structures Dictionaries(): key Tables and Lists ADTs as Classes Data Modeling and ADTs Simple Containers: Stacks and Queues Introduction to the Analysis of Algorithms Trees Dictionaries(2): Hash Tables Dictionaries(3): Binary Search Trees Priority Queues Sorting(): Elementary Algorithms Sorting(2): (n log n) Algorithms The Set Data Structure: Disjoint Sets Graphs Book Chapter, 3, The highlighted parts represent material expanding on what is basically covered in CSCE 0.
7 CSCE 20/220 Course outcomes: After completing CSCE 20/220, students should be able to:. Demonstrate knowledge and understanding of Data Models, Data Abstraction and ADTs and their role in problem solving and S/W development. 2. Choose the appropriate data structure for modeling a given problem. 3. Design and implement various ADTs in a high level language (C++) using Object Oriented Concepts. Topics include Linked lists, Simple Containers (Stacks, Queues), Dictionaries (Key Tables and Lists, Binary Search Trees, Hash tables), Priority Queues and Heaps, Disjoint Sets and Graphs. 4. Compare alternative implementations of data structures with respect to performance. 5. Demonstrate experience in the design of algorithms for solving problem that use the above data structures. 6. Demonstrate knowledge of common applications for each data structure in the topic list. 7. Practice basic algorithm analysis using complexity bounds (Big-Oh, Big-Theta and Big-Omega). Applications include Quadratic Sorting methods and Divide & Conquer recursive sorting (n log n) examples (Merge Sort and Quick Sort).
CSCE 210/2201 Data Structures and Algorithms. Prof. Amr Goneid. Fall 2018
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