Topic · Numerical Analysis
Advanced Optimization Algorithms Research
Advanced Optimization Algorithms Research is a research topic within Numerical Analysis. Science Explorer counts 30k research works in it since 1950. 9.9% of them reached the world's top 10% most cited for their field and year.
This cluster of papers covers advances in numerical optimization techniques, including topics such as benchmarking optimization software, semidefinite programming, global optimization, derivative-free optimization, and the application of sum of squares techniques. It also explores interior-point methods, quadratic programming, and mixed-integer nonlinear programs.
- Optimization Software
- Semidefinite Programming
- Global Optimization
- Nonlinear Programming
- Interior-Point Methods
- Derivative-Free Optimization
- Quadratic Programming
- Convex Optimization
- Mixed-Integer Nonlinear Programs
- Sum of Squares Techniques
- Research works
- 30k fractional, since 1950
- In the world top 10%
- 2.9k per year above
- Top-10% rate
- 9.9% share of its works in the world top 10%
- Growth, 2018-21 → 2022-25
- +7% the tick is no change
- Largest producer
China
37% of the 10 largest, 2022-now
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