How can I evaluate different optimization methods?

What are some effective ways to evaluate optimization methods?

You can evaluate optimization methods by comparing their performance on benchmark problems, analyzing convergence rates, and assessing robustness.

What benchmarks should I use for testing?

Common benchmarks include the Rosenbrock function, Rastrigin function, and various real-world problems like traveling salesman.

How do I measure convergence rates?

Convergence rates can be measured by tracking the improvement in objective function values over iterations and plotting them.

Are there any specific metrics I should consider?

Yes, consider metrics like execution time, number of iterations to convergence, and the quality of the final solution.