Computational Design of Deployable Structures

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Optimization Methods: Theory Discussion

Explores optimization methods, including unconstrained problems, linear programming, and heuristic approaches.

Feedback Equilibrium Seeking: Robust Control for Cyber-Physical Systems

Explores Feedback Equilibrium Seeking for robust control in cyber-physical systems, emphasizing reliability, scalability, and performance.

Optimisation Strategies: Energy Systems Modelling and Optimization

Explores solving strategies for energy system optimization problems and different types of optimization approaches.

The Geometry of Linear Optimization

Delves into linear optimization formulation, capacity expansion, investment under taxation, and revenue management in various industries.

Trust region methods: Global convergence with minimal effort

Explores trust region methods for global convergence with minimal effort in optimization on manifolds.

Combinatorial Optimization: Simulated Annealing

Explores combinatorial optimization using simulated annealing to find ground states in frustrated systems and address challenges in satisfying all interactions simultaneously.

Electroacoustic Metamaterials

Explores the development of electroacoustic metamaterials and metasurfaces for noise control and sound absorption.

Adaptive Gradient Methods

Explores adaptive gradient methods like AdaGrad, AcceleGrad, and UniXGrad, focusing on their local adaptation and convergence rates.

Motor control systems

Explores motor control systems, covering algorithms, sensor integration, and practical applications in robotics and automation.

Adaptive Gradient Methods: Theory and Applications

Explores adaptive gradient methods, their properties, convergence, and comparison with traditional optimization algorithms.