Mathematics - Optimization and Control

Machine LearningKernel-Based Divergence for Probability Distributions

A look at kernel Kullback-Leibler divergence and its practical applications.

Clémentine Chazal, Anna Korba, Francis Bach

2025-06-12T16:03:20+00:00 ― 6 min read

Optimization and ControlAnalyzing Opinion Dynamics through the Heterogeneous DW Model

Research shows how diverse opinions can stabilize over time in social networks.

Ge Chen, Wei Su, Wenjun Mei

2025-06-12T15:26:31+00:00 ― 5 min read

Machine LearningAdvancements in Clustering Large Datasets

New method improves clustering for large datasets using Stochastic Quantization.

Anton Kozyriev, Vladimir Norkin

2025-06-12T15:00:18+00:00 ― 5 min read

Systems and ControlCombining Control Methods for Better Healthcare Outcomes

This article discusses the blend of regular and impulsive control in healthcare systems.

Jamal Daafouz, Jérôme Lohéac, Romain Postoyan

2025-06-12T14:07:52+00:00 ― 5 min read

Optimization and ControlAdvancements in Distributed Optimization for Resource Allocation

New methods improve decision-making in complex resource allocation problems.

Qinlong Lin, Yang Liu, Jianquan Lu

2025-06-12T10:11:55+00:00 ― 5 min read

Machine LearningAdvancements in Multivariate Distributional Reinforcement Learning

New algorithms improve decision-making with multiple rewards in reinforcement learning.

Harley Wiltzer, Jesse Farebrother, Arthur Gretton

2025-06-12T05:12:28+00:00 ― 5 min read

Machine LearningBayesian Optimization in Complex Decision-Making

A method to find optimal solutions in uncertain environments with costly evaluations.

Jack M. Buckingham, Ivo Couckuyt, Juergen Branke

2025-06-12T01:52:12+00:00 ― 5 min read

Mathematical SoftwareNew Library Enhances Gradient-Based Multiobjective Optimization

A new library improves methods for handling complex multiobjective optimization problems.

Xiaoyuan Zhang, Liang Zhao, Yingying Yu

2025-06-12T01:27:35+00:00 ― 5 min read

RoboticsAdvancements in Knee Exoskeleton Design for Mobility

Improved knee exoskeletons enhance movement from sitting to standing during rehabilitation.

Shashank Mani Gautam, Ekta Singla, Ashish Singla

2025-06-11T23:16:30+00:00 ― 6 min read

ApplicationsAddressing Oscillations in Power Systems

This article outlines methods for detecting and localizing oscillations in power systems.

Rajasekhar Anguluri, Anamitra Pal

2025-06-11T20:01:44+00:00 ― 5 min read

Optimization and ControlEffective Strategies for Cutting Electricity Costs

Learn how to manage energy expenses through peak load understanding and innovative technologies.

Rene Carmona, Xinshuo Yang, Siddharth Bhela

2025-06-11T19:46:46+00:00 ― 5 min read

Optimization and ControlImproving Spacecraft Trajectory with Targeted Desensitization

A new method enhances spacecraft path planning by addressing uncertainties efficiently.

Praveen Jawaharlal Ayyanathan, Ehsan Taheri

2025-06-11T18:54:20+00:00 ― 5 min read

Optimization and ControlThe Role of Prosumers in Energy Management

Prosumers balance energy supply and demand in Iran's challenging market.

Amir Noori, Babak Tavassoli, Alireza Fereidunian

2025-06-11T16:41:28+00:00 ― 5 min read

Optimization and ControlAddressing Complex Bilevel Programming Challenges

This article presents a new method for solving bilevel programming problems with linear and nonlinear components.

Sina Hajikazemi, Florian Steinke

2025-06-11T15:50:49+00:00 ― 5 min read

Optimization and ControlConsensus-Based Optimization Methods: A Comprehensive Overview

This article examines consensus-based optimization and its methods in problem-solving.

Marvin Koß, Simon Weissmann, Jakob Zech

2025-06-11T14:05:57+00:00 ― 7 min read

Optimization and ControlImproving Stability in Control Systems

Explore methods to enhance stability in control systems using mathematical frameworks.

Marc Weber, Bahman Gharesifard, Christian Ebenbauer

2025-06-11T09:43:47+00:00 ― 4 min read

Machine LearningSimplifying MAML for Efficient Meta-Learning

A new first-order variant of MAML enhances efficiency in meta-learning tasks.

El Mahdi Chayti, Martin Jaggi

2025-06-11T07:58:55+00:00 ― 5 min read

Portfolio ManagementStrategic Investing: Balancing Expert Insights and Costs

Learn to optimize investment decisions by integrating expert advice into strategy.

Christoph Knochenhauer, Alexander Merkel, Yufei Zhang

2025-06-11T07:34:18+00:00 ― 6 min read

Optimization and ControlUnderstanding Dynamics in Directed Acyclic Graphs

Explore how directed acyclic graphs reveal relationships in complex networks.

Renato Vizuete, Julien M. Hendrickx

2025-06-11T07:32:42+00:00 ― 6 min read

Optimization and ControlAdvancements in Topology Optimization Framework

A new framework combines data-driven techniques with multi-fidelity design for improved optimization.

Hiroki Kawabe, Kentaro Yaji, Yuichiro Aoki

2025-06-11T04:29:11+00:00 ― 5 min read

Optimization and ControlStrategic Placement of Charging Stations for EVs

Evaluating methods for effective charging station placement for electric vehicles.

Nagisa Sugishita, Margarida Carvalho, Ribal Atallah

2025-06-11T03:10:32+00:00 ― 5 min read

Optimization and ControlMaximizing Utility in Financial Markets

A look at utility maximization considering transaction costs and pricing systems.

Lingqi Gu, Yiqing Lin

2025-06-11T02:18:06+00:00 ― 6 min read

Functional AnalysisFenchel Duality: A Key to Optimization

Discover Fenchel duality's applications and significance in optimization and analysis.

Anton Schiela, Roland Herzog, Ronny Bergmann

2025-06-11T01:51:53+00:00 ― 5 min read

Optimization and ControlAdvancements in Partially Observable Markov Decision Processes

Learn how POMDPs enhance decision-making in uncertain environments.

Yunus Emre Demirci, Ali Devran Kara, Serdar Yüksel

2025-06-11T00:59:27+00:00 ― 5 min read

Optimization and ControlNavigating the Challenges of Nonsmooth Optimization

A look at nonsmooth optimization and its unique challenges in various fields.

Vladimir Shikhman

2025-06-11T00:07:01+00:00 ― 4 min read

Optimization and ControlOptimizing Cable Routing in Engineering Projects

A study on minimizing cable lengths in complex designs.

Víctor Blanco, Gabriel González, Justo Puerto

2025-06-10T23:40:48+00:00 ― 6 min read

Optimization and ControlDecentralized 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 ControlAdaptive 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 ControlMaximizing 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 AnalysisMinimizing 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 ControlStreamlining 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 ControlOnline 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 IntelligenceEfficient 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 LearningCollaborative 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 ControlSimplifying 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 ControlEnhancing 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 ControlImproving 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 ControlAdvancements 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 ControlAdvancements 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 ControlAdvancing 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