Latest Research in Numerical Analysis

Top Research Topics in Numerical Analysis

• Optimization and Control — 23 papers
• Numerical Analysis — 5 papers
• Advanced Optimization Algorithms Research — 5 papers
• Probability — 2 papers
• Computation — 2 papers
• Benford’s Law and Fraud Detection — 2 papers
• Distributed Control Multi-Agent Systems — 1 papers
• Reinforcement Learning in Robotics — 1 papers
• Stochastic processes and financial applications — 1 papers
• Machine Learning — 1 papers

Highest-Cited Papers

1. Incentive Stackelberg games for empirical mean-field decentralised control in large populations
2. Truncated Differentiation Through Primal-Dual Solvers for Inverse Potential Mean-Field Games
3. Joint Inference of Trajectory and Obstacle in Mean-Field Games via Bilevel Optimization
4. A proximal difference of convex functions algorithm using Barzilai-Borwein step size with nonmonotone line search and extrapolation
5. Dynamic Proximal Point Method for Unconstrained Minimization
6. Decoupled Functional Central Limit Theorems for Two-Timescale Stochastic Approximation
7. A proximal gradient method with adaptive backtracking for weakly smooth multiobjective optimization
8. Uniform-in-time convergence and turnpike properties of linear-quadratic mean field control problems with common noise
9. A Continuous-Time Analysis of Smoothed Matrix-Polar Spectral Gradient Flows for Muon-Type Optimization
10. On a Class of Block-Regularized Preconditioned Iterative Methods for Indefinite Least-Squares Problems
11. Quantitative Particle Approximation for Controlled Nonlinear Filtering
12. A new family of Gaussian processes for modeling animal movement: application to bat telemetry data
13. On the Rate of Convergence of Kolmogorov-Arnold Network Regression Estimators
14. Reflected Spectral-Jet Realization for Degenerate Minimax Problems: Hard-Normal Selection, Flat Tangential Persistence, and Coactive Boundary Transitions
15. A Hybrid Conjugate Gradient Method for Unconstrained Optimization with Application in Image Restoration
16. Reflected Spectral-Jet Realization for Degenerate Minimax Problems: Hard-Normal Selection, Flat Tangential Persistence, and Coactive Boundary Transitions
17. Proximal Gradient Methods for Unconstrained Set Optimization Problems with Set-Valued Maps of Finite Cardinality
18. A spectral conjugate gradient algorithm for vector optimization
19. Randomized Krylov-Projected Iterated Tikhonov Regularization for Large-Scale Ill-posed Problems Under A Posteriori Stopping Rule
20. Mean field and N-agent games for optimal relative consumption-investment with jump risk and common noise