activity
20162023
most citedProbabilistic DHP Adaptive Critic for Nonlinear Stochastic Control Systems

20 citations · 36 across the 6 of their papers we have counts for

collaborators

6 papers

quant-ph2023

Probabilistic Pathways: New Frontiers in Quantum Ensemble Control

Randa Herzallah, Abdessamad Belfakir

In this paper, we propose a novel probabilistic control framework for efficiently controlling an ensemble of quantum systems that can also compensate for the interaction of the sys…

quant-ph2022

Optimal probabilistic quantum control theory

Randa Herzallah, Abdessamad Belfakir

There is a fundamental limit to what is knowable about atomic and molecular scale systems. This fuzziness is not always due to the act of measurement. Other contributing factors in…

quant-ph2022

A Probabilistic Framework for Controlling Quantum Systems

Randa Herzallah, Abdessamad Belfakir

A new control method that considers all sources of uncertainty and noises that might affect the time evolutions of quantum physical systems is introduced. Under the proposed approa…

math.OC2018★ 6 cited

Probabilistic Control for Uncertain Systems

Randa Herzallah

In this paper a new framework has been applied to the design of controllers which encompasses nonlinearity, hysteresis and arbitrary density functions of forward models and inverse…

math.OC2018★ 20 cited

Probabilistic DHP Adaptive Critic for Nonlinear Stochastic Control Systems

Randa Herzallah

Following the recently developed algorithms for fully probabilistic control design for general dynamic stochastic systems [15], [18], this paper presents the solution to the probab…

math.OC2016★ 10 cited

Probabilistic Synchronization of Pinning Control

Randa Herzallah

This paper is concerned with synchronization of complex stochastic dynamical networks in the presence of noise and functional uncertainty. A probabilistic control method for adapti…