Mathematics - Optimization and Control

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Optimization and Control Decentralized Control Systems: A New Approach

Examining the efficiency of decentralized control in complex systems.

Hongdan Li, Yawen Sun, Huanshui Zhang

2025-06-10T22:48:22+00:00 ― 5 min read

Optimization and Control Adaptive Control: Adapting to Change in Engineering

Learn how adaptive control adjusts systems to varying conditions and its challenges.

Olle Kjellqvist, Anders Rantzer

2025-06-10T21:55:56+00:00 ― 6 min read

Optimization and Control Maximizing Collaboration with Similar Data

Learn how data similarity improves agent collaboration in problem-solving.

Qiang Li, Hoi-To Wai

2025-06-10T21:29:43+00:00 ― 5 min read

Numerical Analysis Minimizing Pseudospectral Abscissa for System Stability

This article covers techniques to enhance system stability through damping optimization.

Volker Mehrmann, Emre Mengi

2025-06-10T19:18:38+00:00 ― 6 min read

Optimization and Control Streamlining Exam Preparation in Control Courses

An innovative toolkit simplifies the process of generating exam questions for educators.

Alexander Stotsky, Torsten Wik

2025-06-10T17:33:46+00:00 ― 6 min read

Systems and Control Online Residual Learning for Better Predictions

A method combining offline and online learning for improved pedestrian movement predictions.

Anastasios Vlachos, Anastasios Tsiamis, Aren Karapetyan

2025-06-10T17:07:33+00:00 ― 4 min read

Artificial Intelligence Efficient Solutions for Column Permutation Problems

Learn how new methods improve column arrangement in binary matrices.

Júnior R. Lima, Viníicius Gandra M. Santos, Marco Antonio M. Carvalho

2025-06-10T10:08:05+00:00 ― 5 min read

Machine Learning Collaborative Learning in Reinforcement Learning

A new approach for agents to share strategies and improve performance in diverse settings.

Feng Zhu, Robert W. Heath, Aritra Mitra

2025-06-10T04:53:29+00:00 ― 6 min read

Optimization and Control Simplifying Large Data Analysis with Compressed NMF

Compressed NMF offers a practical solution for analyzing large datasets efficiently.

Abraar Chaudhry, Elizaveta Rebrova

2025-06-10T02:16:11+00:00 ― 7 min read

Optimization and Control Enhancing Symbolic Regression with Semantic Backpropagation

This method improves symbolic regression by ensuring generated equations meet necessary constraints.

Maximilian Reissmann, Yuan Fang, Andrew Ooi

2025-06-10T02:00:18+00:00 ― 7 min read

Optimization and Control Improving Network Design with Machine Learning

This article discusses using machine learning to enhance network design solutions.

Charly Robinson La Rocca, Jean-François Cordeau, Emma Frejinger

2025-06-09T21:54:01+00:00 ― 6 min read

Optimization and Control Advancements in 5G Positioning Technology

Exploring new methods for accurate positioning in modern networks.

Ti Ti Nguyen, Kim-Khoa Nguyen

2025-06-09T20:35:22+00:00 ― 5 min read

Optimization and Control Advancements in Predictive Algorithms with OBF-ARX Filter

A look into implementing the OBF-ARX filter for system output predictions.

Jiayun Li, Yiwen Lu, Yilin Mo

2025-06-09T18:50:30+00:00 ― 5 min read

Optimization and Control Advancing Data Analysis with Continuous Shrinkage Operators

This article discusses the shift to continuous models in data analysis.

Masahiro Yukawa

2025-06-09T18:24:17+00:00 ― 6 min read

Robotics Advancements in Robotic Surgery Control Techniques

New research enhances robotic surgery methods for improved precision and safety.

Omar Rayyan, Vinicius Gonçalves, Nikolaos Evangeliou

2025-06-09T15:46:59+00:00 ― 7 min read

Statistics Theory Sparse Regularized Linear Regression: A Practical Overview

A guide to understanding sparse regularized linear regression and its applications in data analysis.

Jasper Marijn Everink, Yiqiu Dong, Martin Skovgaard Andersen

2025-06-09T15:27:32+00:00 ― 6 min read

Systems and Control Efficient Communication in Distributed Optimization

A new algorithm improves coordination among nodes under communication limits.

Apostolos I. Rikos, Wei Jiang, Themistoklis Charalambous

2025-06-09T13:09:41+00:00 ― 6 min read

Optimization and Control Advancements in the Block-Coordinate Frank-Wolfe Algorithm

An overview of the BCFW algorithm and its efficient problem-solving techniques.

Gábor Braun, Sebastian Pokutta, Zev Woodstock

2025-06-09T11:51:02+00:00 ― 6 min read

Machine Learning Addressing Challenges in Reinforcement Learning with Robust Q-Learning

Improving Q-learning performance amid corrupted feedback in real-world applications.

Sreejeet Maity, Aritra Mitra

2025-06-09T06:16:48+00:00 ― 6 min read

Optimization and Control Kolmogorov-Arnold Networks in Optimal Control Problems

Exploring how KANs improve solutions for optimal control challenges across various fields.

Alireza Afzal Aghaei

2025-06-09T05:17:47+00:00 ― 5 min read

Machine Learning Using Machine Learning to Improve MILP

Learn2Aggregate framework boosts efficiency in Mixed Integer Linear Programming.

Arnaud Deza, Elias B. Khalil, Zhenan Fan

2025-06-09T04:51:34+00:00 ― 5 min read

Optimization and Control Optimizing Energy Use with Home Management Systems

Demand-response programs can enhance the use of renewable energy.

Mohammad Mehrabi, Omer Karaduman, Stefan Wager

2025-06-09T03:32:55+00:00 ― 6 min read

Probability Navigating Uncertainty with Stochastic Processes

A look at stochastic processes and their role in managing uncertainty in various fields.

Yuyang Ye, Yunzhang Li, Shanjian Tang

2025-06-08T21:25:53+00:00 ― 5 min read

Optimization and Control Opinion Dynamics and Convergence Rates: A Closer Look

Learn how groups evolve opinions and reach agreements effectively.

Lingling Yao, Aming Li

2025-06-08T18:52:00+00:00 ― 5 min read

Machine Learning Combining Expert Insights for Better Learning

A new method enhances learning by integrating expert knowledge for improved estimates.

Getachew K Befekadu

2025-06-08T16:05:40+00:00 ― 5 min read

Optimization and Control Addressing Uncertainty in Decision-Making with Stochastic Programming

A look into how stochastic programming aids in uncertain decision-making.

Hugh Medal, Samuel Affar

2025-06-08T14:52:38+00:00 ― 6 min read

Optimization and Control Advancing Defender-Attacker Problem Models

New methods improve strategies for defending systems against attacks.

Samuel Affar, Hugh Medal

2025-06-08T14:00:12+00:00 ― 6 min read

Instrumentation and Detectors New Approaches in Temperature Measurement Using NV-Diamond Sensors

Examining various methods for accurate temperature estimation with NV-diamond technology.

Shraddha Rajpal, Zeeshan Ahmed, Tyrus Berry

2025-06-08T13:45:51+00:00 ― 5 min read

Optimization and Control Protecting Privacy in Optimization: A Focus on Linear Constraints

This article discusses methods to maintain privacy in optimization solutions.

Alexander Benvenuti, Brendan Bialy, Miriam Dennis

2025-06-08T13:33:59+00:00 ― 5 min read

Optimization and Control Advancing Shape Optimization Techniques for Better Designs

A new approach to optimize shapes and layouts in engineering for enhanced performance.

Charles Dapogny, Bruno Levy, Edouard Oudet

2025-06-08T07:53:10+00:00 ― 4 min read

Optimization and Control The Role of Diversity Index Polytope in Conservation

A look at how diversity indices impact biodiversity conservation efforts.

Martin Frohn, Kerry Manson

2025-06-08T04:35:12+00:00 ― 6 min read

Optimization and Control Improving Public Transport with Line-Based Ridepooling

A new system for efficient and eco-friendly passenger transport.

Kendra Reiter, Marie Schmidt, Michael Stiglmayr

2025-06-07T22:42:37+00:00 ― 4 min read

Optimization and Control The Art and Science of Curve Design

Curves play a key role in transportation and safety.

C. Yalçın Kaya, Lyle Noakes, Philip Schrader

2025-06-07T20:05:19+00:00 ― 6 min read

Optimization and Control A New Approach to Complex Optimization Problems

Learn how the funnel method simplifies solving constrained optimization challenges.

David Kiessling, Sven Leyffer, Charlie Vanaret

2025-06-07T17:54:14+00:00 ― 6 min read

Machine Learning Optimizing QUBO Problems with Reduced Precision

A new method balances precision and efficiency in solving complex optimization problems.

Thore Gerlach, Nico Piatkowski

2025-06-07T17:13:24+00:00 ― 6 min read

Machine Learning Low-Rank Matrix Factorization in Federated Learning

Exploring matrix factorization methods in data distributed across clients.

Constantin Philippenko, Kevin Scaman, Laurent Massoulié

2025-06-07T14:24:30+00:00 ― 7 min read

Systems and Control Sustainable Energy Management in Buildings

Optimizing interconnected energy systems reduces carbon emissions in modern buildings.

Eléa Prat, Pierre Pinson, Richard M. Lusby

2025-06-07T13:32:04+00:00 ― 5 min read

Optimization and Control Innovative Control Strategies for Complex Systems

A new approach improves control in uncertain environments using Gaussian processes.

Manish Prajapat, Amon Lahr, Johannes Köhler

2025-06-07T13:05:51+00:00 ― 5 min read

Optimization and Control Advancements in Image Compression Techniques

Exploring new methods for efficient image storage and transmission.

Anton Kozyriev, Vladimir Norkin

2025-06-07T10:02:20+00:00 ― 5 min read

Systems and Control Analyzing Reachability in Stochastic Systems

A method to assess what states stochastic systems can reach over time.

Zishun Liu, Saber Jafarpour, Yongxin Chen

2025-06-07T06:32:36+00:00 ― 5 min read