docs: deepen theory and benchmarks

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 # OptimizR 🚀

-![OptimizR Logo](docs/source/logo_optimizr_valid.png)
+<p align="center">
+    <img src="docs/source/logo_optimizr_valid.png" alt="OptimizR Logo" width="220" />
+</p>

 **High-performance optimization algorithms in Rust with Python bindings**