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jMetal / jMetalPy

A framework for single/multi-objective optimization with metaheuristics
https://jmetal.github.io/jMetalPy/index.html
MIT License
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Which algorithm to use? #111

Closed Student-need-help closed 1 year ago

Student-need-help commented 3 years ago

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 commented 3 years ago

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 commented 2 years ago

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!