Optimization

Finite dimensional optimization theory and basic optimization algorithms; unconstrained optimization; Newton methods; steepest descent; conjugate gradient; constrained optimization; active set methods; penalty methods; quadratic programming; global optimization; integer programming. issues in areas relevant to state-of-the-art integrated-circuit technologies. Department determines topics to be covered and prerequisite when offered.