This article introduces a method improving optimization in complex data scenarios.
― 5 min read
Mathematics - Optimization and Control
RSSLearn how policy gradient methods enhance decision-making across various industries.
― 5 min read
Genetic algorithms offer new solutions for complex systems of equations.
― 7 min read
This study explores improving decision-making through risk-averse learning techniques.
― 5 min read
Learn about special orbits aiding scientific exploration around Earth and the Moon.
― 5 min read
This article discusses the effects of denial-of-service attacks on cyber-physical systems and ways to mitigate them.
― 6 min read
New smooth models improve voltage control in power systems with renewable energy.
― 5 min read
Sparse AC FDI attacks can compromise power system stability through minimal measurement changes.
― 5 min read
Learn effective strategies for pricing and inventory under demand uncertainty.
― 6 min read
A method to optimize decisions while ensuring safety in changing environments.
― 6 min read
Explore Mean-Field Control Barrier Functions for safer swarm management.
― 5 min read
A look into how digital models of the heart can improve healthcare.
― 5 min read
A look into sparse signal recovery and its importance in data analysis.
― 4 min read
Learn how concave tents can simplify nonlinear optimization challenges.
― 3 min read
Research on estimating dynamics from noisy and bilinear measurements.
― 6 min read
Introducing a reliable method for assessing RL algorithm performance through a gap function.
― 5 min read
R2N offers a flexible method for tackling complex optimization problems efficiently.
― 5 min read
Discover the extragradient method and its role in solving optimization problems.
― 5 min read
New methods enhance distributed optimization while preserving agent data privacy.
― 5 min read
This study focuses on creating robust trajectories for spacecraft facing potential engine failures.
― 5 min read
A novel method using decision diagrams to tackle complex MINLP challenges.
― 5 min read
Introducing a method for finding weakly minimal solutions in set optimization.
― 3 min read
Introducing RADA, a framework for solving complex minimax problems effectively.
― 4 min read
A look into techniques for efficient quadratic optimization problem solving.
― 5 min read
A look into LTI systems and their behavior with varying inputs.
― 5 min read
A new framework enhances predictions and decision-making under uncertainty.
― 5 min read
A new method to improve training in physics-informed neural networks.
― 6 min read
Optimizing control strategies for stable system performance under varying conditions.
― 6 min read
A look into iterative belief propagation and its performance in optimization problems.
― 6 min read
Innovative methods ensure spacecraft can navigate space debris without risk.
― 6 min read
Learn how breaking down challenges can lead to better solutions in various fields.
― 6 min read
Explore the role of Plug-and-Play regularization in modern image processing.
― 5 min read
ProxSkip speeds up image processing in inverse problems while maintaining quality.
― 6 min read
A fresh approach to tackling complex control challenges efficiently.
― 5 min read
Experts use advanced methods to detect corrosion in metal without dismantling structures.
― 7 min read
Learn how to manage resources effectively amidst demand uncertainty.
― 6 min read
Learn how robots maintain balance and follow commands with constraints.
― 5 min read
Learn how to effectively manage AGVs for efficient navigation and operation.
― 6 min read
Learn how automatic differentiation improves image registration for better results.
― 7 min read
Explore methods to manage systems that undergo sudden changes.
― 6 min read