Initial value problem of evolution equations defined by lattice operators
Takatoshi Ikegami, Daisuke Takahashi, Junta Matsukidaira

TL;DR
This paper introduces lattice equations as dynamical systems on lattice algebras, provides exact solutions for initial value problems, analyzes their complexity, and explores their connection to binary cellular automata.
Contribution
It presents the first exact solutions for a class of lattice equations and investigates their relation to cellular automata, advancing understanding of lattice-based dynamical systems.
Findings
Exact solutions for initial value problems of lattice equations
Complexity analysis of the solutions
Relationship established between lattice equations and cellular automata
Abstract
We propose dynamical systems defined on algebra of lattices, which we call `lattice equations'. We give exact general solutions of initial value problems for a class of lattice equations, and evaluate the complexity of the solutions. Moreover we discuss the relationship between those equations and binary cellular automata.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsCellular Automata and Applications · Mathematical Dynamics and Fractals · Coding theory and cryptography
