Chapter

Unconventional Computation

Volume 6714 of the series Lecture Notes in Computer Science pp 77-88

Can Anything from Noether’s Theorem Be Salvaged for Discrete Dynamical Systems?

  • Silvio CapobiancoAffiliated withInst. of Cybernetics at TUT
  • , Tommaso ToffoliAffiliated withECE Dept., Boston Univ.

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Abstract

The dynamics of a physical system is linked to its phase-space geometry by Noether’s theorem, which holds under standard hypotheses including continuity. Does an analogous theorem hold for discrete systems? As a testbed, we take the Ising spin model with both ferromagnetic and antiferromagnetic bonds. We show that—and why—energy not only acts as a generator of the dynamics for this family of systems, but is also conserved when the dynamics is time-invariant.

Keywords

analytical mechanics of cellular automata second-order dynamics energy conservation energy as generator of the dynamics Noether’s theorem in the discrete