Fig 1.
The research framework.
Fig 2.
2D Rosenbrock function.
Fig 3.
Rosenbrock function losses for .
Fig 4.
Rosenbrock function losses for .
Fig 5.
Rosenbrock function losses for .
Fig 6.
Rosenbrock function processing time and deviations from constraint for .
Fig 7.
Rosenbrock function processing time and deviations from constraint for .
Fig 8.
Rosenbrock function processing time and deviations from constraint for .
Table 1.
Optimization outcome for the Rosenbrock function.
Fig 9.
2D Levy function.
Fig 10.
Levy function losses for .
Fig 11.
Levy function losses for .
Fig 12.
Levy function losses for .
Fig 13.
Levy function losses for .
Fig 14.
Levy function processing time and deviations from constraint for .
Fig 15.
Levy function processing time and deviations from constraint for .
Fig 16.
Levy function processing time and deviations from constraint for .
Fig 17.
Levy function processing time and deviations from constraint for .
Table 2.
Optimization outcome for the Levy function.
Fig 18.
2D Rastrigin function.
Fig 19.
Rastrigin function losses for .
Fig 20.
Rastrigin function losses for .
Fig 21.
Rastrigin function losses for .
Fig 22.
Rastrigin function losses for .
Fig 23.
Rastrigin function processing time and deviations from constraint for .
Fig 24.
Rastrigin function processing time and deviations from constraint for .
Fig 25.
Rastrigin function processing time and deviations from constraint for .
Fig 26.
Rastrigin function processing time and deviations from constraint for .
Table 3.
Optimization outcome for the Rastrigin function.
Fig 27.
Real-world elongation optimization results. Left: Loss values for each method. Right: Processing time for each method.
Table 4.
Optimization outcome for the elongation problem.