Mathematics - Optimization and Control

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Optimization and Control Navigating Dynamic Programming and Decision-Making

Learn how dynamic programming helps in making smart choices over time.

John Stachurski, Jingni Yang, Ziyue Yang

2025-05-13T13:40:04+00:00 ― 5 min read

Optimization and Control Herding Agents: Strategies for Central Control

A study on how to guide many agents to a common goal effectively.

Hugo Gimbert, Corto Mascle, Patrick Totzke

2025-05-13T10:51:56+00:00 ― 5 min read

Machine Learning Advancements in Conditional Simulation Techniques

A new method improves how we generate and understand conditional distributions.

Ricardo Baptista, Aram-Alexandre Pooladian, Michael Brennan

2025-05-13T10:24:35+00:00 ― 8 min read

Machine Learning Schedule-Free Optimization: A New Approach

Discover how schedule-free optimization transforms machine learning efficiency.

Kwangjun Ahn, Gagik Magakyan, Ashok Cutkosky

2025-05-13T07:44:04+00:00 ― 6 min read

Optimization and Control Understanding Viscosity Solutions and Control Problems

A look at complex math concepts applied to real-life situations.

H. Mete Soner, Valentin Tissot-Daguette, Jianfeng Zhang

2025-05-13T06:39:44+00:00 ― 6 min read

Optimization and Control Using Gaussian Smoothing for Better Optimization

Learn how Gaussian smoothing techniques enhance optimization methods.

Andrew Starnes, Guannan Zhang, Viktor Reshniak

2025-05-12T23:39:24+00:00 ― 6 min read

Optimization and Control Optimizing Coordination Among Agents in Unpredictable Environments

A method for agents to achieve goals despite different timing.

Gabriel Behrendt, Zachary I. Bell, Matthew Hale

2025-05-12T22:15:20+00:00 ― 5 min read

Optimization and Control Balancing Act: The Art of Optimization

Discover how optimization helps in decision-making across everyday situations.

Massimo Fornasier, Jona Klemenc, Alessandro Scagliotti

2025-05-12T20:51:16+00:00 ― 6 min read

Analysis of PDEs Controlling Chemical Reactions in Tubular Reactors

Learn how to manage chemical reactions for better results.

Yevgeniia Yevgenieva, Alexander Zuyev, Peter Benner

2025-05-12T18:03:08+00:00 ― 4 min read

Optimization and Control Innovative Approaches to Heat Control

New methods for managing heat flow address challenges in nonlinear equations.

Charlie Lebarbé, Emilien Flayac, Michel Fournié

2025-05-12T16:39:04+00:00 ― 6 min read

Probability Understanding PL and LS Constants in Data Science

A simple overview of PL and LS constants in optimization and data analysis.

Sinho Chewi, Austin J. Stromme

2025-05-12T11:02:48+00:00 ― 7 min read

Robotics Safe Navigation for Robots in Crowded Spaces

Using density functions to help robots navigate safely in busy environments.

Sriram S. K. S Narayanan, Joseph Moyalan, Umesh Vaidya

2025-05-12T05:26:32+00:00 ― 6 min read

Numerical Analysis Sampling Techniques in Data Analysis

A look into sampling methods and their applications in data science.

Lorenz Fruehwirth, Andreas Habring

2025-05-12T02:38:24+00:00 ― 6 min read

Artificial Intelligence Understanding Robust Markov Decision Processes

A look into Robust MDPs and their role in uncertain decision-making.

Marnix Suilen, Thom Badings, Eline M. Bovy

2025-05-11T19:38:04+00:00 ― 7 min read

Optimization and Control Optimal Transport in Financial Options Pricing

Learn how optimal transport shapes option pricing in finance.

Jean-David Benamou, Guillaume Chazareix, Grégoire Loeper

2025-05-11T16:49:56+00:00 ― 6 min read

Probability Markov Chains: Making Predictions Faster

Learn how researchers are speeding up Markov chains for better predictions.

Michael C. H. Choi, Max Hird, Youjia Wang

2025-05-11T15:36:19+00:00 ― 6 min read

Probability Traffic Flow: Simplifying Movement Patterns

A look into how cars or particles move and interact on a one-lane road.

Marina V. Yashina, Alexander G. Tatashev

2025-05-11T01:25:12+00:00 ― 6 min read

Optimization and Control The Balance of Traffic Flow and Choice

Discover how vehicles interact in traffic networks and achieve balance.

Rinaldo M. Colombo, Luca Giuzzi, Francesca Marcellini

2025-05-11T00:01:08+00:00 ― 6 min read

Optimization and Control A Guide to Nonmonotone Proximal Gradient Methods

Explore flexible optimization strategies for complex problems with nonmonotone methods.

Christian Kanzow, Leo Lehmann

2025-05-10T19:48:56+00:00 ― 6 min read

Optimization and Control Improving Energy Stability with Home Batteries

Using batteries in homes can enhance energy reliability and reduce costs.

Janik Pinter, Frederik Zahn, Maximilian Beichter

2025-05-10T08:36:24+00:00 ― 8 min read

Systems and Control Understanding Dissipativity in Control Systems

A look into how systems lose energy and the importance of diverse inputs.

Ethan LoCicero, Alex Penne, Leila Bridgeman

2025-05-08T22:58:48+00:00 ― 6 min read

Emerging Technologies Thermodynamic Computing and Quadratic Programming

How thermodynamic computing enhances problem-solving in quadratic programming.

Patryk-Lipka Bartosik, Kaelan Donatella, Maxwell Aifer

2025-05-08T10:03:08+00:00 ― 7 min read

Optimization and Control The Basics of Compositional Optimization

A guide to understanding compositional optimization and its real-world applications.

Yao Yao, Qihang Lin, Tianbao Yang

2025-05-08T06:10:00+00:00 ― 5 min read

Optimization and Control Designing Robust Renewable Energy Systems

Learn how to create energy systems that handle uncertainties in renewable sources.

Moritz Wedemeyer, Eike Cramer, Alexander Mitsos

2025-05-08T03:21:52+00:00 ― 5 min read

Optimization and Control Reinforcement Learning: Improving Machine Communication and Control

Learn how reinforcement learning enhances machine communication and decision-making.

Evelyn Hubbard, Liam Cregg, Serdar Yüksel

2025-05-07T10:33:04+00:00 ― 6 min read

Optimization and Control Mastering Control in Heat and Fluid Dynamics

A look into controlling systems with parabolic partial differential equations.

Enrique Fernandez-Cara, Roberto Morales, Diego A. Souza

2025-05-06T21:56:28+00:00 ― 6 min read

Optimization and Control Optimizing Solutions in Noisy Environments

A new method tackles challenges in optimization under uncertainty.

Georgii Bychkov, Darina Dvinskikh, Anastasia Antsiferova

2025-05-06T20:32:24+00:00 ― 6 min read

Optimization and Control Navigating the World of Quadratic Optimization

Learn how quadratic optimization helps in decision-making under uncertainty.

Immanuel M. Bomze, Daniel de Vicente

2025-05-05T22:07:20+00:00 ― 6 min read

Optimization and Control Accelerating Optimization: A Fresh Approach

New methods make complex optimization problems easier and faster to solve.

Juan Liu, Nan-Jing Huang, Xian-Jun Long

2025-05-05T13:42:56+00:00 ― 6 min read

Machine Learning Rethinking Neural Network Training with Negative Step Sizes

Negative step sizes might enhance neural network training performance.

Betty Shea, Mark Schmidt

2025-05-05T12:27:54+00:00 ― 4 min read

Machine Learning Optimizing Battery Storage with Deep Reinforcement Learning

Using DRL enhances battery management for renewable energy profit.

Caleb Ju, Constance Crozier

2025-05-05T09:30:44+00:00 ― 6 min read

Optimization and Control Optimizing with Quasi-Convex Functions and Comparison Oracles

A look into optimizing machine learning models using quasi-convex functions.

A. V. Gasnikov, M. S. Alkousa, A. V. Lobanov

2025-05-04T23:42:16+00:00 ― 8 min read

Optimization and Control Speeding Up Solutions: The Art of Optimization

Learn how optimization methods improve decision-making and problem-solving.

O. S. Savchuk, M. S. Alkousa, A. S. Shushko

2025-05-04T22:18:12+00:00 ― 6 min read

Optimization and Control Simplifying Sparse Polynomial Matrix Optimization

Learn how SPMO makes complex math more manageable and practical.

Jared Miller, Jie Wang, Feng Guo

2025-05-04T16:41:56+00:00 ― 4 min read

Optimization and Control Improving Algorithm Performance through Hyperparameter Tuning

Learn how adjusting settings can enhance computer algorithms.

Rajiv Sambharya, Bartolomeo Stellato

2025-05-04T15:17:52+00:00 ― 6 min read

Optimization and Control Understanding the Primal Interior Point Method

Learn about the primal interior point method for solving linear optimization problems.

Wenzhi Gao, Huikang Liu, Yinyu Ye

2025-05-04T09:41:36+00:00 ― 6 min read

Optimization and Control Understanding Optimal Control in Technology

A deep dive into optimal control and its real-world applications.

Getachew K. Befekadu

2025-05-04T06:53:28+00:00 ― 9 min read

Systems and Control Defending the Smart Grid Against Cyber Threats

Learn how moving target defense secures our power systems from data attacks.

Ke Sun, Iñaki Esnaola, H. Vincent Poor

2025-05-03T19:40:56+00:00 ― 5 min read

Machine Learning Understanding Symmetric Low-Rank Matrix Factorization

A closer look at breaking down complex matrices for better data analysis.

Hesameddin Mohammadi, Mohammad Tinati, Stephen Tu

2025-05-03T16:52:48+00:00 ― 6 min read

Computer Science and Game Theory Optimizing Two-Sided Markets for Better Matches

A look into improving connections between service providers and customers.

Dan Nissim, Danny Segev, Alfredo Torrico

2025-05-03T14:04:40+00:00 ― 5 min read