145 citations · 441 across the 37 of their papers we have counts for
4 papers · 1 filter
Accelerated Algorithms for a Class of Optimization Problems with Equality and Box Constraints
Anjali Parashar, Priyank Srivastava, Anuradha M. Annaswamy
Convex optimization with equality and inequality constraints is a ubiquitous problem in several optimization and control problems in large-scale systems. Recently there has been a…
Discrete-Time High Order Tuner With A Time-Varying Learning Rate
Yingnan Cui, Anuradha M. Annaswamy
We propose a new discrete-time online parameter estimation algorithm that combines two different aspects, one that adds momentum, and another that includes a time-varying learning…
Indirect Adaptive Optimal Control in the Presence of Input Saturation
Sunbochen Tang, Anuradha M. Annaswamy
In this paper, we propose a combined Magnitude Saturated Adaptive Control (MSAC)-Model Predictive Control (MPC) approach to linear quadratic tracking optimal control problems with…
Neural Network Adaptive Control with Long Short-Term Memory
Emirhan Inanc, Yigit Gurses, Abdullah Habboush +2
In this study, we propose a novel adaptive control architecture, which provides dramatically better transient response performance compared to conventional adaptive control methods…