Advanced Optimization (EE-0159)

Spring 2024 · EE 0159 · Tufts University · 3 credits · Undergraduate

Convex optimization and advanced optimization topics. Subgradient and ellipsoid methods. Primal and dual decomposition. Alternating direction method of multipliers. Fractional programming. Exploiting problem structure in implementation. Convex relaxations of hard problems. Robust and stochastic optimization. Examples of applications taken from communications, signal processing, machine learning, and other fields. Project. Students may receive credit for only one of the following courses: EE109, EE159, or CS168.

Course codes: EE-0159, EE 0159, EE0159, EE-159, EE 159, EE159

Course Discovery