Latest Research in Optimization and Control

Top Research Topics in Optimization and Control

• Optimization and Control — 43 papers
• Statistics Theory — 6 papers
• Advanced Optimization Algorithms Research — 4 papers
• Data Structures and Algorithms — 3 papers
• Polynomial and algebraic computation — 3 papers
• Complex Network Analysis Techniques — 3 papers
• Numerical Analysis — 3 papers
• Sparse and Compressive Sensing Techniques — 2 papers
• Physics and Society — 2 papers
• Machine Learning — 2 papers

Highest-Cited Papers

1. Analysis and Implementation of Minimum-Redundancy Huffman Codes
2. Exchangeable Testing Against an Unknown Benchmark
3. Exact simulation of diffusions and improved algorithms for log-concave sampling
4. Algorithm librla: A library of randomized linear algebra routines
5. Optimal Nonergodic Primal-Dual Complexity of Efficient Inexact Parameter-Free Augmented Lagrangian Methods
6. Optimal Deterministic Oracle Complexity for Weakly Convex Optimization
7. Barzilai-Borwein Diagonal Quasi-Newton Method for Nonconvex Multiobjective Optimization Problems
8. Generalized Quadratic Gradient: A New Direction in Optimization via the Fusion of Positive-Definite Curvature Matrices and Gradients into A Unified Framework
9. The Condition-Number Barrier in Sparse Least Squares
10. Two Adaptive Accelerated Golden Ratio Primal--Dual Algorithms With an Application to Poisson Imaging Problem
11. Flexible Block-Iterative Analysis for the Frank-Wolfe Algorithm
12. Recovery Bounds for Cardinality Regularized Optimization Problem
13. Higher-Order Stochastic Dominance Constraints in Optimization (1 citations)
14. Extrapolation-based Direct Search for Nonsmooth Stochastic Zeroth-Order Optimization
15. Optimal Convex Optimization with Inexact Second-Order Oracles
16. Robust mean field control: an application to optimal execution under composite uncertainty
17. Adelic Rate-Distortion Theory: The p-Adic Distortion Measure and the Adelic Information-Rate Function
18. Fast Randomized Entropically Regularized Semidefinite Programming
19. Mean-Field Games of Speedy Information Access with Observation Costs
20. Portfolio optimization via FALQON variants: warm starting, XY mixing, and circuit depth reduction