Skip to content

Benchmarking Report

Algorithms

Initializing search

Benchmarking Report

Benchmarking report
Algorithms Algorithms
Table of contents
- L-BFGS-B
- SLSQP
Problem configurations
Results
Problems
Problems
Results
Results
- L-BFGS-B configurations
- SLSQP
- L BFGS B configurations
  L BFGS B configurations
  - 2D problems
  - 5D problems
  - 2D problems
    2D problems
    
    Rastrigin
    
    Rosenbrock
    
    Rastrigin
    Rastrigin
    
    L-BFGS-B with 20 Hessian corrections on Rastrigin
    
    L-BFGS-B with 2 Hessian corrections on Rastrigin
    
    Rosenbrock
    Rosenbrock
    
    L-BFGS-B with 20 Hessian corrections on Rosenbrock
    
    L-BFGS-B with 2 Hessian corrections on Rosenbrock
  - 5D problems
    5D problems
    
    Rosenbrock 5D
    
    Rosenbrock 5D
    Rosenbrock 5D
    
    L-BFGS-B with 20 Hessian corrections on Rosenbrock 5D
    
    L-BFGS-B with 2 Hessian corrections on Rosenbrock 5D
- SLSQP
  SLSQP
  - 2D problems
  - 5D problems
  - 2D problems
    2D problems
    
    Rastrigin
    
    Rosenbrock
    
    Rastrigin
    Rastrigin
    
    SLSQP on Rastrigin
    
    Rosenbrock
    Rosenbrock
    
    SLSQP on Rosenbrock
  - 5D problems
    5D problems
    
    Rosenbrock 5D
    
    Rosenbrock 5D
    Rosenbrock 5D
    
    SLSQP on Rosenbrock 5D

Table of contents

L-BFGS-B
SLSQP

Algorithms

The following algorithms are considered in this benchmarking report.

L-BFGS-B

Limited-memory BFGS algorithm implemented in the SciPy library

SLSQP

Sequential Least-Squares Quadratic Programming (SLSQP) implemented in the SciPy library

Made with Material for MkDocs