Mathematics - Optimization and Control

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Systems and Control Advancing Control Systems with Nonlinear MPC

Learn how nonlinear offset-free MPC improves control system stability and performance.

Steven J. Kuntz, James B. Rawlings

2025-03-13T02:38:00+00:00 ― 6 min read

Latest Articles

Machine Learning Revolutionizing Warehouse Efficiency with Mixed Service Docks

A new algorithm improves warehouse dock management for loading and unloading trucks.

Yueyi Li, Mehrdad Mohammadi, Xiaodong Zhang

2025-03-10T08:02:10+00:00 ― 7 min read

Systems and Control Tracking the Shifting Sands of Time-Varying Systems

Learn how to track changing systems with a unique algorithm.

András Sasfi, Alberto Padoan, Ivan Markovsky

2025-03-10T02:42:30+00:00 ― 6 min read

Statistical Mechanics Mastering Combinatorial Optimization with Free-Energy Machines

Unlocking efficiency in decision-making through advanced optimization techniques.

Zi-Song Shen, Feng Pan, Yao Wang

2025-03-08T15:43:12+00:00 ― 6 min read

Numerical Analysis Revolutionizing Medical Imaging: The Future is Here

Faster and clearer medical imaging techniques are transforming healthcare.

Alessandro Perelli, Carola-Bibiane Schonlieb, Matthias J. Ehrhardt

2025-03-08T10:45:00+00:00 ― 7 min read

Numerical Analysis Revolutionizing CT Imaging: A Smarter Approach

Scientists improve CT scan images with advanced algorithms and efficient techniques.

Patricio Guerrero, Simon Bellens, Wim Dewulf

2025-03-08T05:25:20+00:00 ― 6 min read

Optimization and Control New Method Boosts Solving of MWIS Problem

A fresh approach enhances efficiency in tackling Maximum Weight Independent Set challenges.

Ernestine Großmann, Kenneth Langedal, Christian Schulz

2025-03-07T18:46:00+00:00 ― 5 min read

Optimization and Control Teaching Algorithms to Learn Like Toddlers

Discover how algorithms learn from data using small adjustments and control methods.

Getachew K. Befekadu

2025-03-06T14:36:37+00:00 ― 5 min read

Machine Learning Revolutionizing Physics with ANaGRAM

ANaGRAM combines machine learning and physics for better problem-solving.

Nilo Schwencke, Cyril Furtlehner

2025-03-05T21:28:50+00:00 ― 6 min read

Numerical Analysis Mastering Optimal Control Problems for Better Outcomes

Learn how optimal control improves decision-making across engineering and medicine.

Aaron Pim, Tristan Pryer, Alex Trenam

2025-03-05T18:49:00+00:00 ― 7 min read

Optimization and Control Pessimistic Bilevel Optimization: A Simple Approach

Discover how relaxation methods simplify complex decision-making in bilevel optimization.

Imane Benchouk, Lateef Jolaoso, Khadra Nachi

2025-03-05T13:29:20+00:00 ― 5 min read

Optimization and Control Mastering Optimization: Techniques and Applications

Discover key methods and real-world applications of optimization in various fields.

Vinit Ranjan, Stefano Gualandi, Andrea Lodi

2025-03-05T05:29:50+00:00 ― 6 min read

Optimization and Control The Dance of Sweeping Processes

Exploring how constrained motion shapes various fields, from robotics to crowd dynamics.

Anton Pozharskiy, Armin Nurkanović, Moritz Diehl

2025-03-05T00:10:10+00:00 ― 6 min read

Medical Physics Inside the World of CT Scanning

Discover the technology that sees inside without cutting.

Ander Biguri, Tomoyuki Sadakane, Reuben Lindroos

2025-03-04T21:45:34+00:00 ― 7 min read

Optimization and Control Quantum Techniques Transform Linear Optimization

Explore how quantum computing enhances linear optimization for various industries.

Zeguan Wu, Xiu Yang, Tamás Terlaky

2025-03-04T18:50:30+00:00 ― 7 min read

Optimization and Control Optimizing PageRank: The Challenge of Edge Selection

Learn how researchers tackle the complex issue of PageRank optimization.

Shang-Ru Yang, Yung-Han Liao, Chih-Ching Chien

2025-03-03T21:31:50+00:00 ― 5 min read

Machine Learning Neural Networks Revolutionize Nonlinear Optimization

Discover how neural networks enhance nonlinear optimization across various fields.

Robert B. Parker, Oscar Dowson, Nicole LoGiudice

2025-03-03T18:52:00+00:00 ― 6 min read

Data Structures and Algorithms Mastering Warehouse Management: The Scheduling Challenge

Discover innovative solutions for efficient warehouse lot scheduling.

Danny Segev

2025-03-03T10:52:30+00:00 ― 7 min read

Optimization and Control Estimating Changing Parameters in Dynamic Systems

Learn how researchers tackle changing parameters in dynamic systems for better outcomes.

Jamiree Harrison, Enoch Yeung

2025-03-03T05:32:50+00:00 ― 6 min read

Optimization and Control Smart Resource Allocation: A New Approach

Learn how proxy assignments improve resource management in various industries.

Chamsi Hssaine, Huseyin Topaloglu, Garrett van Ryzin

2025-03-02T16:13:40+00:00 ― 5 min read

Fluid Dynamics Understanding Turbulence Through Flow MRI

Flow MRI reveals the complex behavior of turbulent fluids in real time.

A. Kontogiannis, P. Nair, M. Loecher

2025-03-02T02:05:24+00:00 ― 6 min read

Analysis of PDEs Decoding Capacitary Measures and Sobolev Spaces

A fun look at complex math concepts and their real-world uses.

Anna Lentz

2025-03-01T05:35:50+00:00 ― 6 min read

Machine Learning Streamlining Decisions with Online Linear Programming

Learn how to make quick and smart resource decisions efficiently.

Jingruo Sun, Wenzhi Gao, Ellen Vitercik

2025-02-28T11:06:18+00:00 ― 5 min read

Optimization and Control The Fast Reflected Forward-Backward Algorithm: A New Path in Optimization

Discover the Fast RFB algorithm and its impact on solving complex optimization problems.

Radu Ioan Bot, Dang-Khoa Nguyen, Chunxiang Zong

2025-02-28T10:57:00+00:00 ― 7 min read

Machine Learning Aligning AI with Our Values: The Challenge of Reward Hacking

Discover how AI can align with human intentions without unintended outcomes.

Paria Rashidinejad, Yuandong Tian

2025-02-28T06:01:07+00:00 ― 5 min read

Optimization and Control Mastering Mean Field Games: Strategies for Large Populations

Learn how mean field games optimize strategies in complex systems.

Wenyu Cong, Jingtao Shi, Bingchang Wang

2025-02-27T13:38:20+00:00 ― 7 min read

Optimization and Control A Smarter Way to Handle Uncertainty

Discover SFLA, a new approach to tackle uncertainty in decision-making.

Yihong Zhou, Yuxin Xia, Hanbin Yang

2025-02-26T13:39:50+00:00 ― 7 min read

Analysis of PDEs The Vaccination Challenge: A Game of Strategy

A look at the competition over vaccinations amid skepticism and health efforts.

Mauro Garavello, Elena Rossi, Abraham Sylla

2025-02-25T21:40:50+00:00 ― 7 min read

Optimization and Control Mastering Optimal Transport for Real-World Solutions

Learn how optimal transport impacts logistics, data science, and everyday applications.

Sachin Shivakumar, Georgiy A. Bondar, Gabriel Khan

2025-02-25T05:41:50+00:00 ― 6 min read

Optimization and Control Unlocking the Secrets of Polyhedral Control Design

Discover how polyhedra shape modern control systems in engineering.

Boris Houska, Matthias A. Müller, Mario E. Villanueva

2025-02-24T21:42:20+00:00 ― 7 min read

Optimization and Control Conic Optimization: A New Approach for Big Data

Discover how SIPM transforms conic optimization in machine learning.

Chuan He, Zhanwang Deng

2025-02-24T11:03:00+00:00 ― 6 min read

Optimization and Control Real-Time Insights: Advancements in Electrical Impedance Tomography

Discover how new methods in EIT enable faster and clearer imaging.

Neil Dizon, Jyrki Jauhiainen, Tuomo Valkonen

2025-02-24T08:23:10+00:00 ― 7 min read

Optimization and Control Mastering Model Predictive Control for Switched Systems

Discover how MPC revolutionizes control in switched systems.

Michael Kartmann, Mattia Manucci, Benjamin Unger

2025-02-24T05:43:20+00:00 ― 6 min read

Machine Learning Making Smart Choices with Restless Bandits

Learn about Lagrangian Index Policy and its impact on decision-making.

Konstantin Avrachenkov, Vivek S. Borkar, Pratik Shah

2025-02-23T21:43:50+00:00 ― 7 min read

Optimization and Control Revolutionizing Chemical Engineering with Surrogate-Based Optimization

Learn how surrogate-based optimization transforms chemical processes for better efficiency.

Mathias Neufang, Emma Pajak, Damien van de Berg

2025-02-22T11:06:00+00:00 ― 7 min read

Metric Geometry The Quirky World of Reuleaux Polygons

Discover the unique properties and real-world applications of Reuleaux polygons.

Beniamin Bogosel

2025-02-21T21:46:50+00:00 ― 6 min read

Optimization and Control Quick Solutions for Nonlinear Integer Programs

Discover how MAPLE speeds up solving nonlinear integer programs.

Wenbo Liu, Akang Wang, Wenguo Yang

2025-02-21T11:07:30+00:00 ― 5 min read

Optimization and Control Navigating Optimization with Stochastic Methods

Learn how stochastic first-order methods simplify optimization challenges.

Chuan He

2025-02-21T03:08:00+00:00 ― 4 min read

Computer Vision and Pattern Recognition Revolutionizing Vision: Event-Based Cameras Take Center Stage

Event cameras enhance visual data capture, improving scene mapping and motion accuracy.

Shuang Guo, Guillermo Gallego

2025-02-20T19:08:30+00:00 ― 5 min read

Optimization and Control Making Smart Choices with Markov Processes

Learn how MDPs and constraints improve decision-making across various fields.

Panagiotis D. Grontas, Anastasios Tsiamis, John Lygeros

2025-02-20T16:28:40+00:00 ― 5 min read

Optimization and Control AI's Role in Engineering: A New Era of Accuracy

Discover how AI is improving engineering solutions through innovative models and techniques.

John M. Hanna, Irene E. Vignon-Clementel

2025-02-20T13:48:50+00:00 ― 6 min read

Numerical Analysis Navigating Polar Decomposition and Procrustes Problem

Discover how polar decomposition and the Procrustes problem simplify matrix challenges.

Foivos Alimisis, Bart Vandereycken

2025-02-20T11:09:00+00:00 ― 5 min read

Systems and Control Economic Systems: A Network of Interactions

Explore how interconnected economies function as networks through input-output models.

Minh Hoang Trinh, Nhat-Minh Le-Phan, Hyo-Sung Ahn

2025-02-19T19:10:00+00:00 ― 6 min read

Optimization and Control Smart Choices in Uncertain Times

Learn how to make better decisions amid uncertainty and minimize regret.

Eilyan Bitar

2025-02-19T11:10:30+00:00 ― 6 min read

Optimization and Control Mastering the Knapsack Problem: A Simple Guide

Learn how to optimize your packing with the knapsack problem.

Christopher Hojny, Cédric Roy

2025-02-17T16:33:10+00:00 ― 7 min read

Methodology Understanding Causal Invariance Learning

A look into how we learn about cause and effect in various fields.

Zhenyu Wang, Yifan Hu, Peter Bühlmann

2025-02-17T00:26:24+00:00 ― 6 min read

Optimization and Control Solving the Weber Location Problem with New Strategies

Discover innovative methods to find optimal business locations effectively.

Zhao-Rong Lai, Xiaotian Wu, Liangda Fang

2025-02-16T03:15:30+00:00 ― 5 min read

Optimization and Control Optimizing Complex Systems with Surrogate Modeling

Learn how surrogate modeling speeds up optimization of multibody systems.

Augustina C. Amakor, Manuel B. Berkemeier, Meike Wohlleben

2025-02-15T13:56:20+00:00 ― 8 min read

Optimization and Control Adapting Systems: The Dynamics of Change

Learn how linear time-varying systems adapt over time in various applications.

Karim Cherifi, Hannes Gernandt, Dorothea Hinsen

2025-02-14T19:17:30+00:00 ― 6 min read

Optimization and Control Mastering Energy Management in Control Systems

Learn how passive LTV systems manage energy efficiently.

Riccardo Morandin, Dorothea Hinsen

2025-02-14T13:57:50+00:00 ― 6 min read

Optimization and Control Choosing Wisely: A Guide to Efficient Decision-Making

Learn how to make smarter choices for better outcomes.

Anas Mifrani

2025-02-14T11:18:00+00:00 ― 6 min read

Optimization and Control Quantum Computing: The New Frontier in Optimization

Quantum technology is changing how we solve complex optimization problems across industries.

Zeguan Wu, Pouya Sampourmahani, Mohammadhossein Mohammadisiahroudi

2025-02-13T13:59:20+00:00 ― 7 min read

Optimization and Control New Phase Field Model Simplifies Non-Oriented Interfaces

A fresh approach to modeling complex interfaces in materials science.

Elie Bretin, Antonin Chambolle, Simon Masnou

2025-02-13T08:39:40+00:00 ― 5 min read

Logic in Computer Science Clearing Up Cycles in Knowledge Graphs

Automated methods address cycles in knowledge graphs for clearer data relationships.

Shuai Wang, Peter Bloem, Joe Raad

2025-02-11T14:02:20+00:00 ― 7 min read

Optimization and Control The Secrets of Chemical Reaction Networks

Discover how chemical reactions influence life and economies.

Víctor Blanco, Gabriel González, Praful Gagrani

2025-02-11T11:22:30+00:00 ― 6 min read

Optimization and Control Mastering Stochastic Control in Uncertain Worlds

Explore decision-making strategies in randomness and competition.

Chang Liu, Hongtao Fan, Yajing Li

2025-02-10T16:43:40+00:00 ― 6 min read

Optimization and Control Mastering Feature Selection for Data Analysis

Learn about feature selection methods to enhance data analysis efficiency.

Xianchao Xiu, Chenyi Huang, Pan Shang

2025-02-10T11:24:00+00:00 ― 6 min read

Optimization and Control Mastering Optimization: Your Guide to Finding the Best Solutions

Learn how to optimize resources and make better decisions in various scenarios.

Guanghui Lan, Tianjiao Li, Yangyang Xu

2025-02-10T10:45:43+00:00 ― 6 min read

Optimization and Control Balancing Safety and Efficiency in Stochastic Control Systems

Learn how to safely navigate unpredictable systems for optimal outcomes.

Tingting Ni, Maryam Kamgarpour

2025-02-09T16:45:10+00:00 ― 8 min read

Optimization and Control Mastering Decision-Making in Uncertain Times

Learn how businesses can thrive through smart forecasting and collaboration.

Yue Lin, Daniel Zhuoyu Long, Viet Anh Nguyen

2025-02-09T14:05:20+00:00 ― 7 min read

Optimization and Control Optimizing Algorithms: The Path to Efficiency

Discover the evolution and impact of optimization algorithms in various fields.

Mingwei Fu, Bin Shi

2025-02-09T09:19:48+00:00 ― 7 min read

Optimization and Control The Rise of Model-Free Control Design

Discover how machines learn and adapt without needing detailed instructions.

Jing Guo, Xiushan Jiang, Weihai Zhang

2025-02-09T08:45:40+00:00 ― 7 min read

Machine Learning Adapting Reinforcement Learning for Changing Environments

New techniques improve learning efficiency in AI agents as environments shift.

Benjamin Ellis, Matthew T. Jackson, Andrei Lupu

2025-02-08T00:47:40+00:00 ― 7 min read

Machine Learning Grams: A New Way to Optimize Machine Learning

Grams offers a fresh take on optimization for machine learning models.

Yang Cao, Xiaoyu Li, Zhao Song

2025-02-07T19:28:00+00:00 ― 7 min read

Systems and Control The Future of Target Tracking: Teamwork in Action

Discover how sensors collaborate in target tracking across various fields.

Mohammadreza Doostmohammadian, Themistoklis Charalambous

2025-02-07T06:08:50+00:00 ― 6 min read

Optimization and Control Keeping the Lights On: The Art of Load Shedding

Learn how smart load shedding maintains power stability when demand spikes.

Adel Aghajan, Miguel Jimenez-Aparicio, Michael E. Ropp

2025-02-06T14:09:50+00:00 ― 7 min read

Machine Learning Mastering the Art of Fine-tuning Diffusion Models

A look into enhancing diffusion models for better data generation.

Yinbin Han, Meisam Razaviyayn, Renyuan Xu

2025-02-05T03:32:00+00:00 ― 8 min read

Combinatorics Finding Balance in Strategic Choices

Explore how players navigate decisions in games and everyday life.

Claus Hertling, Matija Vujic

2025-02-04T16:52:40+00:00 ― 6 min read

Optimization and Control Neural Networks Tackle Inverse Problems

Neural networks restore clarity in challenging inverse problems across various fields.

Emilie Chouzenoux, Cecile Della Valle, Jean-Christophe Pesquet

2025-02-04T14:12:50+00:00 ― 6 min read

Optimization and Control Revolutionizing Mixed Integer Programming with Unsupervised Learning

New methods in AI speed up solving complex MIPs using data patterns.

Shiyuan Qu, Fenglian Dong, Zhiwei Wei

2025-02-04T00:53:40+00:00 ― 6 min read

Mathematical Finance Navigating Dynamic Asset Allocation in Uncertain Markets

Learn how to manage investments wisely amid market uncertainty.

Qian Lei, Chi Seng Pun, Jingxiang Tang

2025-02-02T05:43:20+00:00 ― 5 min read

Optimization and Control Revolutionizing Appointment Scheduling in Healthcare

Streamlining patient appointments for better healthcare efficiency.

Nikolai Lipscomb, Xin Liu, Vidyadhar G. Kulkarni

2025-02-01T11:37:30+00:00 ― 6 min read

Machine Learning The Simplicity of Deep Diagonal Linear Networks

Discover the potential of straightforward neural networks in machine learning.

Hippolyte Labarrière, Cesare Molinari, Lorenzo Rosasco

2025-02-01T02:57:39+00:00 ― 7 min read

Systems and Control Harnessing Data for Control in Engineering

Explore the innovative use of data-driven representations in controlling complex LPV systems.

Chris Verhoek, Ivan Markovsky, Sofie Haesaert

2025-02-01T00:58:10+00:00 ― 7 min read

Optimization and Control Navigating Risks in Insurance: A Simple Guide

Learn how insurers manage risks through reinsurance and investment strategies.

Jian-hao Kang, Zhun Gou, Nan-jing Huang

2025-01-31T14:18:50+00:00 ― 9 min read

Optimization and Control Bilevel Optimization: Simplifying Complex Decision-Making

A look into bilevel optimization and a new effective algorithm.

Xiaoning Bai, Shangzhi Zeng, and Jin Zhang

2025-01-31T03:39:30+00:00 ― 5 min read

Optimization and Control Strategic Moves in Stackelberg Games

A look into decision-making strategies between leaders and followers.

Zhun Gou, Nan-Jing Huang, Xian-Jun Long

2025-01-30T19:40:00+00:00 ― 6 min read

Optimization and Control The Dynamics of Sweeping Processes

Learn how sweeping processes shape our understanding of movement and interaction.

Matías Godoy, Manuel Torres-Valdebenito, Emilio Vilches

2025-01-29T22:21:20+00:00 ― 6 min read

Optimization and Control Building Strong Yet Light: The Future of Design

Discover how hybrid solid-porous structures change engineering with strength and lightness.

Shuzhi Xu, Hiroki Kawabe, Kentaro Yaji

2025-01-29T14:21:50+00:00 ― 7 min read

Optimization and Control The SEIR-HCD Model: A Guide to COVID-19 Spread

Learn how the SEIR-HCD model helps understand and manage COVID-19 transmission.

Olga Krivorotko, Tatiana Zvonareva, Andrei Neverov

2025-01-29T05:32:16+00:00 ― 8 min read

Machine Learning Fast Family Column Generation: A Game Changer in Optimization

FFCG offers a quicker, smarter way to tackle complex optimization problems.

Yi-Xiang Hu, Feng Wu, Shaoang Li

2025-01-28T22:22:50+00:00 ― 6 min read