Course No.: ECEM-212
Instructor: Shahid M Shah
First class on Tuesday 10AM.
News and announcements:
1) Homework 1 uploaded!.
Probability theory: Revision of probability space, Random variable, Distribution function, discrete and continuous valued random variable, probability mass function, density function, examples of standard distributions (uniform, Bernoulli, Binomial, Exponential, Gaussian, Poisson), expectation, variance, joint distribution of multiple random variables, conditional distribution, covariance, moment generating function, central limit theorem.
Application of optimization theory to 1) Communication engineering problems 2) VLSI design 3) Computer Science 4) Electrical Engineering 5) Mechanical Engineering
Books: 1) Introduction to Probability theory
2) Introduction to Optimization theory, by Pablo Pedregal, click here to download.
1. Homework 1 uploaded. Click to download
2. Homework 2 Uploaded. Click to Download
Homeworks will be uploaded here.