Which Optimizer to Choose

[mpetrosian]

Update the how_to_algorithm_selection notebook to include guidelines for algorithm selection based on theory.

• Add decision tree based on problem properties
• Add introduction on the process of algorithm selection
• Add example code for each step of algorithm selection using a function from the More-Wild benchmark set

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Codecov Report

All modified and coverable lines are covered by tests ✅

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[hmgaudecker]

Very neat! Just textual changes / a bit of structure.

[ChristianZimpelmann]

I like it a lot!

Some small comments and an idea how to simplify the structure below.

[janosg]

Thanks @ChristianZimpelmann and @hmgaudecker for the feedback. I think this made the guide much clearer!