A Collatz-like function is a partial function defined piecewise depending on the remainder of an input modulo some number. The canonical example is the original Collatz function:

A Collatz-like problem is a question about the behavior of iterating a Collatz-like function. Collatz-like problems are famously difficult.
Many Busy Beaver Champions have Collatz-like behavior, meaning that their behavior can be concisely described via the iterated values of a Collatz-like function.
Definitions
An
-ary Collatz-like function of degree
is a partial function
of the form

where

is a positive integer and

are (not necessarily distinct) univariate polynomials with rational coefficients of at most degree

. This definition is often restricted to those functions of degree one.
For any given
-ary Collatz-like function
and some two indexed series of nonempty subsets
of the integers, we can write the well-formed formula

where
is the
-th iterate of
on
. Proving or disproving a formula of the above form is a Collatz-like problem. Collatz-like functions and problems are named for the unsolved Collatz conjecture, equivalent to
, where

Many cryptids exhibit Collatz-like behavior, meaning that their behavior can be concisely described via the iterated values of a Collatz-like function. For example, Antihydra's halting status is directly related to the truth value of
where

Examples
BB(5,2) Champion
Consider the BB(5,2) Champion and the generalized configuration:

Pascal Michel showed that:

Starting on a blank tape
, these rules iterate 15 times before reaching the halt config.[1]
Hydra
Consider Hydra (a Cryptid) and the generalized configuration:

Daniel Yuan showed that:

Where
is a halting configuration with
non-zero symbols on the tape.
Starting from config
this simulates a pseudo-random walk along the
parameter, increasing it by 2 every time
is odd, decreasing by 1 every time it's even. Deciding whether or not Hydra halts requires being able to prove a detailed question about the trajectory of the Collatz-like function

starting from 3:

Specifically, will it ever reach a point where the cumulative number of E
(even transitions) applied is greater than twice the number of O
(odd transitions) applied?[2]
Exponential Collatz
Consider the current BB(6,2) Champion (discovered by Pavel Kropitz in May 2022) and consider the general configuration:

Shawn Ligocki showed that:

Demonstrating Collatz-like behavior with exponential piecewise component functions.
Starting from config
, these rules iterate 15 times before reaching the halt config leaving over
non-zero symbols on the tape.[3]
References