Feature Request: Option to Use Min-Range or Chebyshev linearization modes

[mewilhel]

It looks like the main linearization mode supported is min-range. It would be nice to support choosing between Chebyshev (minimize the maximum error) and Min-Range.

[dpsanders]

Agreed! Please feel free to implement that.

[mewilhel]

I'll take a swing at this.

From an overall structure standpoint, does associating a linearization mode parameter to Aff structure (such as below) seem like a good starting point? Then we'd simply dispatching off of this parameter. It would probably present some issues later on if someone wanted to mix linearization modes but it likely accounts for 99% of the use cases.

abstract type AbstractLinearization end
struct MinRange <: AbstractLinearization end
struct Chebyshev <: AbstractLinearization end

struct Aff{N,T<:AbstractFloat,S<:AbstractLinearization} ...

[dpsanders]

That seems like a good idea, yes!