Explore how data-driven control systems handle uncertainty and measurement noise effectively.
― 5 min read
Mathematics - Optimization and Control
RSSEffective placement of charging stations supports electric vehicle adoption and reduces emissions.
― 6 min read
A novel approach enhances stability in electricity networks amid rising renewable energy use.
― 5 min read
Explore the dynamics and challenges of the principal-agent model in business.
― 5 min read
Introducing a method to identify relationships in complex systems using graphical models.
― 7 min read
An overview of new methods for analyzing invariant measures in dynamical systems.
― 5 min read
Improving optimization through limited memory gradient techniques for better performance.
― 5 min read
Exploring high-order averaging techniques to improve hybrid system performance.
― 6 min read
A look at obstacle problems and the role of Newton differentiability in optimization.
― 5 min read
Recent research enhances our grasp of HJB equations and their applications across various fields.
― 5 min read
Exploring hybrid neural fields for efficient 3D scene representation.
― 4 min read
New methods improve safe navigation for autonomous systems through innovative control strategies.
― 5 min read
Techniques for evenly distributing robots in swarms for optimal area coverage.
― 8 min read
Examining how drones and trucks reshape delivery methods for efficiency.
― 8 min read
An overview of LQR and Kalman Filter in control systems.
― 4 min read
A look at variational inequalities and the extragradient method for efficient problem-solving.
― 5 min read
A look into how transformers use attention layers for better language processing.
― 4 min read
New methods simplify complex polynomial optimization challenges for better solutions.
― 5 min read
Learn how to control complex systems in various applications.
― 5 min read
A new method for accurately estimating CDFs amid uncertainties.
― 4 min read
Using deep learning to optimize gas-lifted oil wells improves efficiency and speeds up solutions.
― 5 min read
Learn how to minimize perimeter when dividing rectangles into smaller parts.
― 5 min read
An overview of Support Vector Machines and their applications in machine learning.
― 5 min read
Explore how treemaps present hierarchical information clearly and efficiently.
― 5 min read
Consumers play a key role in optimizing energy consumption and reducing carbon emissions.
― 5 min read
A look into Model Predictive Control and its applications in complex systems.
― 5 min read
Exploring Markov mimics and their role in stochastic processes.
― 5 min read
A system designed to guide particles along specific paths using feedback control.
― 5 min read
Learn about methods and challenges in reconstructing signals from limited data.
― 5 min read
Learn about adaptable facility design for efficiency and cost savings.
― 5 min read
Introducing a flexible framework for optimizing complex problems without derivative information.
― 6 min read
This study examines efficient drone path planning with sensor networks.
― 5 min read
Introducing a method to optimize functions with inexact gradients and Hessians.
― 5 min read
Learn how to handle job-switching and retirement decisions for maximum satisfaction.
― 6 min read
A new method enhances federated learning by reducing communication burdens and tackling client drift.
― 5 min read
Examining sample complexity in stochastic programming with heavy-tailed distributions.
― 7 min read
A look at the complexities and methods in nonconvex optimization.
― 4 min read
A method for agents to agree on solutions in complex, distributed environments.
― 5 min read
A study on how managers handle cash amidst risk and ambiguity.
― 7 min read
A method to control reaction-diffusion equations using finite-dimensional backstepping controllers.
― 6 min read