Systems Theory

3 credits · Graduate School

Use of linear algebra and matrix analysis for solving systems of linear and ordinary differential equations. State space representations of control systems. Stability, controllability, and observability. Support-vector machines as applied functional analysis. Gradient-based optimization techniques. Dimensionality reduction. SPRING. [3]