New strategies enhance DBMC for faster agreement in networks.
― 6 min read
Mathematics - Optimization and Control
RSSA new method combines unsupervised learning with combinatorial optimization to improve decision-making.
― 6 min read
A new approach improves optimization of complex loss functions in neural networks.
― 5 min read
A look into SCP's role in optimization and its applications.
― 6 min read
A new approach to optimize systems using Signal Temporal Logic.
― 4 min read
An overview of how dividend policies impact companies and investors.
― 6 min read
This article explores key components and importance of transit line planning.
― 6 min read
Learn how compromise decisions enhance reliability in stochastic programming.
― 7 min read
A novel approach to improve nonconvex Bi-Level Optimization efficiency in machine learning.
― 5 min read
This article discusses a novel method for solving QUBO problems efficiently.
― 5 min read
Innovative sampling technique tackles challenges in complex distributions for machine learning.
― 5 min read
Learn how the VS-EIAR model helps manage the spread of Covid-19.
― 5 min read
A method to improve data collection for systems that change over time.
― 5 min read
A novel framework ensures stability and safety in nonlinear system control.
― 6 min read
A new method to schedule charging for battery-electric buses improves reliability and reduces costs.
― 5 min read
A standardized platform for testing learning algorithms in boundary control of partial differential equations.
― 5 min read
Improving efficiency in linear programming with machine learning techniques.
― 6 min read
This study presents a novel use of deep learning in economic modeling.
― 6 min read
Exploring conservation laws and their role in complex machine learning scenarios.
― 6 min read
A new method enhances data analysis using chordal distance in nonnegative matrix factorization.
― 5 min read
A new approach enhances decision-making in dynamic environments using continuous-time reinforcement learning.
― 6 min read
This study presents a novel method to optimize logistics task assignment using surrogate models.
― 7 min read
Learn methods to minimize binary polynomials and their applications in various fields.
― 5 min read
Explore the significance of stability in Runge-Kutta methods for solving differential equations.
― 5 min read
This article presents a method to certify feasibility in semidefinite programming.
― 6 min read
A new method improves the restoration of images with damaged networks.
― 8 min read
GPUs improve efficiency in solving nonlinear programming problems through innovative methods.
― 5 min read
New methods improve decision quality in energy management and complex systems.
― 5 min read
Learn how controlled invariants maintain safety in various continuous-time systems.
― 5 min read
Introducing methods for safer decision-making in reinforcement learning environments.
― 7 min read
A model that links forecasting to multistage decision-making for better outcomes.
― 6 min read
A look at modern methods in engineering design for efficiency and performance.
― 7 min read
This article discusses variational inequalities and their importance in optimization and machine learning.
― 5 min read
This study introduces a novel approach to dimension reduction using semi-relaxed Gromov-Wasserstein distance.
― 8 min read
A look into how agents interact and make decisions over time.
― 5 min read
Analyzing user behavior to improve urban public transport systems.
― 8 min read
A look into how Ising machines enhance optimization techniques.
― 5 min read
Explore how MPC manages uncertainty and model accuracy for effective control.
― 6 min read
A method to enhance system efficiency without detailed knowledge.
― 5 min read
A method to derive cost functions by analyzing expert actions in complex environments.
― 5 min read