This post explores a simple idea: treating compression as an online optimization process,
where mode switching is driven by how the compressor itself responds to the data,
rather than by inspecting or classifying the data.
The goal is not a new compression algorithm,
but a mathematically motivated way to select and switch modes automatically.
Critical feedback is very welcome.
Author here.
This post explores a simple idea: treating compression as an online optimization process, where mode switching is driven by how the compressor itself responds to the data, rather than by inspecting or classifying the data.
I implemented a small experimental controller applying this principle to existing compressors as a discussion artifact here: https://github.com/Alex256-core/AdaptiveZip
The goal is not a new compression algorithm, but a mathematically motivated way to select and switch modes automatically. Critical feedback is very welcome.