In a paper I'm reading (https://arxiv.org/abs/1312.6120, equations 8-9) I've seen the following statement - given that $s$ is constant and $a,b$ are some dynamical variables obeying the following equations of motion:
$$\frac{d}{dt}a=b(s-ab), \qquad \frac{d}{dt}b=a(s-ab)\tag{1}$$
then, as this is going down the gradient of the function $$E(a,b)=\frac{1}{2}(s-ab)^2\tag{2}$$ and there's the scaling symmetry $$a\to\lambda a, \qquad b\to\lambda^{-1} b,\tag{3}$$ as per Noether's theorem the quantity $a^2-b^2$ is conserved. While it is easy to manually check that this is true, how is Noether's theorem used here? I haven't managed to formulate a Lagrangian or derive a useful first-order version of the theorem. Is there some generic Noether-analogous result for cases like these?

- 201,751
1 Answers
Yes, OP is right: One can strictly speaking not apply Noether's theorem without an action formulation. (It is of course easy to verify that $a^2-b^2$ indeed is an integral of motion (IOM), as OP already mentioned.)
Let us for fun try to cook up an action formulation.
First note that we can recast OP's EOMs (1) as Hamilton's equations $$ \dot{a}~=~\{a,H\}, \qquad \dot{b}~=~\{b,H\} \tag{A}$$ with Hamiltonian $$H~=~\frac{1}{2}(b^2-a^2)\tag{B}$$ and fundamental Poisson bracket $$ \{a,b\}~=~s-ab,\tag{C}$$ cf. this Phys.SE post.
It is no coincidence that the Hamiltonian $H$ is (a function of) OP's IOM, since for a 2D phase space, this is essentially unique.
The corresponding symplectic 2-form is $$ \omega~=~\frac{1}{s-ab}\mathrm{d}b\wedge \mathrm{d}a~=~\mathrm{d}\theta,\qquad \theta~=~-\ln|s-ab|\mathrm{d}\ln |a|, \tag{D}$$ cf. e.g this Phys.SE post.
The corresponding Hamiltonian Lagrangian becomes $$ L_H~=~ -\frac{1}{a}\ln|s-ab|\dot{a} - \frac{1}{2}(b^2-a^2),\tag{E} $$ cf. e.g this Phys.SE post.
It is straightforward to check that the corresponding Euler-Lagrange (EL) equations are OP's EOMs (1).
However, the OP's transformation (3) is not a symmetry of the action (E). This can essentially be traced back to the fact that the Hamiltonian $H$ is not invariant under OP's transformation (3).
Since $L_H$ has no explicit time dependence, Noether's theorem implies that $H$ is conserved.

- 201,751