Which algorithm to use?

[Student-need-help]

Hello there,

this algorithm library here seems to be an awesome project with a lot of opportunities. But how can I choose, which algorithm fits the best for my problem? ( In my case multi-objective)

Is there an easy way or a document how to decide?

Thanks in advance!

[ajnebro]

Hi. That question is an open and active research line. See for example https://ieeexplore.ieee.org/document/9003018 and https://ieeexplore.ieee.org/document/8733017.

In jMetal we provide some support for automatic parameter tuning (http://lopez-ibanez.eu/doc/NebLopBarGar2019gecco.pdf), but this feature is not available in jMetalPy.

[Student-need-help]

Thank you for your answer! I was hoping to find a simple guideline, but unsurprisingly this research area ist too new and dynamic for simple procedures. But your literature suggestion was really helpful!