Optimization and Variational Analysis
Optimization and Variational Analysis is a research topic within Computational Theory and Mathematics. Science Explorer counts 25k research works in it since 1950. 10.0% of them reached the world's top 10% most cited for their field and year.
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.
- Iterative Algorithms
- Nonlinear Operators
- Optimization
- Fixed-Point Problems
- Variational Inequalities
- Equilibrium Problems
- Convergence Theorems
- Bilevel Programming
- Hamilton-Jacobi Formulation
- Nonexpansive Mappings
- Research works
- 25k fractional, since 1950
- In the world top 10%
- 2.5k per year above
- Top-10% rate
- 10.0% share of its works in the world top 10%
- Growth, 2018-21 → 2022-25
- +5% the tick is no change
- Largest producer
China
31% of the 10 largest, 2022-now
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