feat: Fidelity and prior compatibility checks in optimization algorithms #212
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Adds
ignore_fidelity
parameter across optimizers for flexible fidelity managementIntroduces warnings and error handling for missing or unsupported fidelity/prior cases
Updates grid, random, and Bayesian sampling to respect fidelity settings
Improves test coverage for fidelity and prior requirements
Fixes #118, #119, #120