Areas of interest

Principal areas of interest

• Social Networks Analysis: Belief system dynamics with multiple entangled issues

• Centrality Measures in Complex Systems: Deterministic and Las Vegas randomized algorithms for distributed computation

• PageRank Computation in Google: Distributed algorithms for static and temporal networks

• Robust Optimization: Parallel networked algorithms

• Networked Uncertain Systems and Control: Analysis and design of uncertain systems connected through a network

• Control of Unmanned Aerial Vehicles (UAVs): Design of embedded real-time systems for autonomous flight control

• Stochastic Model Predictive Control: Sampling-based methods

• Anti-windup Compensation of Uncertain Linear Systems: Sampling-based techniques

• Wireless Sensor Networks: Algorithms for clock synchronization

• Randomized Algorithms Control Toolbox (RACT): Software for probabilistic analysis of uncertain control systems

• Randomized and Robust Multi-Objective Control (R-RoMulOC) Toolbox: Software for deterministic and probabilistic design of uncertain control systems

• Randomized Algorithms and Probabilistic Methods: Low complexity algorithms for analysis and design of control systems subject to random uncertainty

• Modeling and Estimation of Complex Dynamic Systems: Parametric and nonparametric identification in the presence of noisy data

Other areas of past or secondary interest

• Analysis and Control of Uncertain Complex Systems: Robust stability and performance of dynamic systems affected by structured uncertainty

• Continuous Algorithms and Complexity: Worst-case and average complexity analysis, optimal algorithms for systems and control

• Automotive Applications: Idle speed robust control of internal combustion engines

• Decision Methods for Classification: Sequential Bayesian pattern recognition and stopping rules

• Forecasting: Methods and algorithms for time series analysis