✨ Implement individual Configurable HyperOptable Weighted Signals

[Rikj000]

In the current MoniGoMani implementation we are limited to only being able to adjust the search space for all weighted signals at once.

The idea here would be to make the search spaces for individual weighted signals easily configurable in MoniGoManiHyperStrategy.py.

:black_square_button: Each weighted signal should have following settings:

• min
• max
• threshold
• type

So it will align with the new protection_spaces format.

:black_square_button: Then we can just use following settings from mgm-config as default values, if no specific ones are added in MoniGoManiHyperStrategy.py:

• min_weighted_signal_value
• max_weighted_signal_value
• search_threshold_weighted_signal_values

:black_square_button: Finally we should re-work the documentation for this

@raftersvk is currently working on this on his separation-of-signals-into-triggers-and-guards branch,
and it was already showing promising results!

Early POC example:

[Rikj000]

Linking to issue: https://github.com/Rikj000/MoniGoMani/issues/236

[raftersvk]

Before continuing with my work, one question: Do you really want to get rid of the following mgm-config values?

• min_weighted_signal_value
• max_weighted_signal_value
• search_threshold_weighted_signal_values

So far I kept them as default values if None were given on the individual signal. Both are valid concepts, just let me know what you prefer.

[Rikj000]

Do you really want to get rid of the following mgm-config values?

• min_weighted_signal_value
• max_weighted_signal_value
• search_threshold_weighted_signal_values

So far I kept them as default values if None were given on the individual signal.

That's a good idea, to keep them as default values! :smile:

[raftersvk]

check this #247