A look at how Newton's method helps tackle nonlinear boundary value problems.
Rusdrael Antony de Araújo Freire, Francisco Márcio Barboza, Márcio Matheus de Lima Barboza
― 6 min read
Mathematics - Optimization and Control
RSSA new approach to help multiple agents make decisions efficiently.
Neelkamal Bhuyan, Debankur Mukherjee, Adam Wierman
― 6 min read
Explore the role of stochastic saddle point problems in recipe optimization and privacy.
Raef Bassily, Cristóbal Guzmán, Michael Menart
― 6 min read
Explore how different factors affect solutions in ordinary differential equations.
Jonathan R. Cangelosi, Matthias Heinkenschloss
― 6 min read
A look at how algorithms enhance mixing processes in various industries.
Wei-Yang Zhang, Feng-Lian Dong, Zhi-Wei Wei
― 5 min read
This explores methods for balancing multiple goals in optimization problems.
Maria Eduarda Pinheiro, Geovani Nunes Grapiglia
― 6 min read
A look into the applications and methods of quadratic fractional optimization.
Meijia Yang, Yong Xia
― 5 min read
Learn about popular optimization algorithms in machine learning and their unique features.
Carlos Heredia
― 7 min read
Exploring Bayes' formula and its impact on filtering algorithms.
Amirhossein Taghvaei, Prashant G. Mehta
― 6 min read
A look at how game theory aids decision-making under uncertainty.
Georgios Pantazis, Reza Rahimi Bahbadorani, Sergio Grammatico
― 8 min read
Agents work together towards common goals, minimizing costs and maximizing efficiency.
Ziyuan Guo, Yue Sun, Yeming Xu
― 7 min read
Learn how retailers choose products to maximize appeal and profits.
Omar El Housni, Qing Feng, Huseyin Topaloglu
― 6 min read
Learn how mean field games model decision-making in crowded situations.
Viorel Barbu
― 6 min read
Exploring how neurons learn effectively in noisy environments.
Shuyao Li, Sushrut Karmalkar, Ilias Diakonikolas
― 6 min read
A look at sliding mode control's impact on system stability and response.
Pedro Henrique Silva Coutinho, Iury Bessa, Victor Hugo Pereira Rodrigues
― 7 min read
A new approach enhances control systems' performance and handles delays efficiently.
Paulo Cesar Souza Silva, Paulo Cesar Pellanda, Tiago Roux Oliveira
― 5 min read
A new method adjusts learning rates for faster and better model training.
Jiahao Zhang, Christian Moya, Guang Lin
― 5 min read
A look at how uncertainty affects engineering and science.
Amit Jain, Puneet Singla, Roshan Eapen
― 7 min read
Learn how denoising can improve your blurry images using smart algorithms.
Arghya Sinha, Kunal N. Chaudhury
― 6 min read
Learn about small-signal stability and its importance in modern power grids.
Jakob Niehues, Robin Delabays, Frank Hellmann
― 5 min read
This article explores how a simple transformer learns the one-nearest neighbor prediction method.
Zihao Li, Yuan Cao, Cheng Gao
― 7 min read
Exploring combinatorial optimization and the Birkhoff extension for efficient problem solving.
Robert R. Nerem, Zhishang Luo, Akbar Rafiey
― 7 min read
Learn how dynamic programming helps in making smart choices over time.
John Stachurski, Jingni Yang, Ziyue Yang
― 5 min read
A study on how to guide many agents to a common goal effectively.
Hugo Gimbert, Corto Mascle, Patrick Totzke
― 5 min read
A new method improves how we generate and understand conditional distributions.
Ricardo Baptista, Aram-Alexandre Pooladian, Michael Brennan
― 8 min read
Discover how schedule-free optimization transforms machine learning efficiency.
Kwangjun Ahn, Gagik Magakyan, Ashok Cutkosky
― 6 min read
A look at complex math concepts applied to real-life situations.
H. Mete Soner, Valentin Tissot-Daguette, Jianfeng Zhang
― 6 min read
Learn how Gaussian smoothing techniques enhance optimization methods.
Andrew Starnes, Guannan Zhang, Viktor Reshniak
― 6 min read
A method for agents to achieve goals despite different timing.
Gabriel Behrendt, Zachary I. Bell, Matthew Hale
― 5 min read
Discover how optimization helps in decision-making across everyday situations.
Massimo Fornasier, Jona Klemenc, Alessandro Scagliotti
― 6 min read
Learn how to manage chemical reactions for better results.
Yevgeniia Yevgenieva, Alexander Zuyev, Peter Benner
― 4 min read
New methods for managing heat flow address challenges in nonlinear equations.
Charlie Lebarbé, Emilien Flayac, Michel Fournié
― 6 min read
A simple overview of PL and LS constants in optimization and data analysis.
Sinho Chewi, Austin J. Stromme
― 7 min read
Using density functions to help robots navigate safely in busy environments.
Sriram S. K. S Narayanan, Joseph Moyalan, Umesh Vaidya
― 6 min read
A look into sampling methods and their applications in data science.
Lorenz Fruehwirth, Andreas Habring
― 6 min read
A look into Robust MDPs and their role in uncertain decision-making.
Marnix Suilen, Thom Badings, Eline M. Bovy
― 7 min read
Learn how optimal transport shapes option pricing in finance.
Jean-David Benamou, Guillaume Chazareix, Grégoire Loeper
― 6 min read
Learn how researchers are speeding up Markov chains for better predictions.
Michael C. H. Choi, Max Hird, Youjia Wang
― 6 min read
A look into how cars or particles move and interact on a one-lane road.
Marina V. Yashina, Alexander G. Tatashev
― 6 min read
Discover how vehicles interact in traffic networks and achieve balance.
Rinaldo M. Colombo, Luca Giuzzi, Francesca Marcellini
― 6 min read