Learn how to control complex systems in various applications.
― 5 min read
Mathematics - Optimization and Control
RSSA 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
A new approach to optimization combining machine learning with traditional methods.
― 5 min read
Discover how neural networks improve the efficiency of model predictive control.
― 7 min read
Optimizing search tactics for elusive targets using diverse searcher capabilities.
― 5 min read
A look into clustering methods and their applications in optimizing electrical networks.
― 5 min read
A new method enhances energy storage efficiency in hybrid systems.
― 8 min read
Exploring linear regularity and strong CHIP in mathematical optimization.
― 5 min read
Research on projection algorithms enhances efficiency in linear optimization problems.
― 4 min read
COVID-19 highlights the importance of fair vaccine sharing worldwide.
― 6 min read
Optimizing electricity flow through adaptive transmission switching enhances efficiency and reduces costs.
― 5 min read
Utilizing Ensemble Deep Neural Networks for timely data collection in drone-assisted networks.
― 7 min read
New methods improve efficiency and flexibility in optimal transport using tempered exponential measures.
― 5 min read
An overview of remote state estimation and dynamic quantization methods.
― 5 min read
A method for optimization with multiple functions and constraints, widely applicable in various fields.
― 5 min read
Exploring the complexities of the Cops and Robber game in new environments.
― 5 min read
Research on LRCs focuses on improving data recovery and understanding performance limits.
― 5 min read
This study focuses on improving decision-making under uncertainty using submodular maximization.
― 6 min read
Explore how agents interact and make decisions in complex systems.
― 5 min read
Explore the role of dyadic numbers in linear programming optimization.
― 4 min read