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Course Title[Course Code]:Advanced Mathematics and Algorithms[CS 619]

Faculty: Computers and Artificial Intelligence
Department: Computer Science
Program: Computer Science
Compulsory / Elective:Elective
Postgraduate(Master-First Semester)
Lecture:( 3 ) Practical / Clinical:( - ) Tutorial:( - )

Course Description:
The course covers advanced mathematics including: iterative solutions of nonlinear system of equations, methods for solving linear systems of equations, and analysis of computational errors. Curve fitting using least square method will also be covered. The course also covers advanced topics in algorithms including: NP-hard, NP-complete problems and Instances, randomization, approximation, and semi-definite programming to solve them. Bloom filter, stream programming, game theoretic techniques, geometric algorithms, and approximate counting may also be considered.