# Optimization and Variational Analysis

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/optimization-and-variational-analysis/

## Facts

| Field | Value |
| --- | --- |
| Citations | 753,540 |
| Description | This cluster of papers focuses on iterative algorithms for solving nonlinear operators, optimization problems, fixed-point problems, variational inequalities, and equilibrium problems. It covers convergence theorems, bilevel programming, Hamilton-Jacobi formulations, and the application of nonexpansive mappings in various iterative methods. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | https://openalex.org/T10545 |
| Works | 60,637 |

## Topic papers all

- [Augmented Lagrangian Active Set Methods for Obstacle Problems](https://scholariq.org/papers/augmented-lagrangian-active-set-methods-for-obstacle-problems/)
- [Distributed event-triggered algorithms for a class of convex optimization problems over directed networks](https://scholariq.org/papers/distributed-event-triggered-algorithms-for-a-class-of-convex-optimization/)
- [A recurrent neural network with finite-time convergence for convex quadratic bilevel programming problems](https://scholariq.org/papers/a-recurrent-neural-network-with-finite-time-convergence-for-convex-quadratic/)
- [A compromise decision-making model based on VIKOR for multi-objective large-scale nonlinear programming problems with a block angular structure under uncertainty](https://scholariq.org/papers/a-compromise-decision-making-model-based-on-vikor-for-multi-objective-large/)
- [Optimization of a class of nonlinear switched systems with fixed-levels control inputs](https://scholariq.org/papers/optimization-of-a-class-of-nonlinear-switched-systems-with-fixed-levels-control/)
- [Error analysis of the kernel regularized regression based on refined convex losses and RKBSs](https://scholariq.org/papers/error-analysis-of-the-kernel-regularized-regression-based-on-refined-convex/)

## Topic researchers

Showing 12 of 20.

- [Thomas Brox](https://scholariq.org/researchers/thomas-brox/)
- [Stephen Boyd](https://scholariq.org/researchers/stephen-boyd/)
- [W. W. Cooper](https://scholariq.org/researchers/w-w-cooper/)
- [Ronald R. Yager](https://scholariq.org/researchers/ronald-r-yager/)
- [A. Charnes](https://scholariq.org/researchers/a-charnes/)
- [Chih‐Jen Lin](https://scholariq.org/researchers/chih-jen-lin/)
- [Dimitri P. Bertsekas](https://scholariq.org/researchers/dimitri-p-bertsekas/)
- [Xin Yao](https://scholariq.org/researchers/xin-yao/)
- [S. Chandrasekhar](https://scholariq.org/researchers/s-chandrasekhar/)
- [Licheng Jiao](https://scholariq.org/researchers/licheng-jiao/)
- [Jorge Nocedal](https://scholariq.org/researchers/jorge-nocedal/)
- [Yonina C. Eldar](https://scholariq.org/researchers/yonina-c-eldar/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.