Roots in the semiring of finite deterministic dynamical systems

📅 2024-05-15
🏛️ International Workshop on Cellular Automata and Discrete Complex Systems
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This work addresses the solvability of polynomial equations $AX^k = B$ in the semiring of finite discrete dynamical systems (FDDS), focusing on division operations and the existence, construction, and uniqueness of $k$-th roots for connected FDDS. Methodologically, it establishes the first iterative root theory for FDDS semirings, revealing algebraic correspondences between root structures and state-graph decomposition, cyclic classes, and homomorphic decompositions. Integrating semiring algebra, automata theory, graph theory, and category-theoretic methods, the paper introduces restricted homomorphisms and idempotent decomposition techniques. It fully characterizes necessary and sufficient conditions for an FDDS to admit an $n$-th root, provides a polynomial-time constructive algorithm, and proves uniqueness up to strongly connected components. These results establish a novel algebraic paradigm for modeling and controllability analysis of discrete dynamical systems.

Technology Category

Application Category

Problem

Research questions and friction points this paper is trying to address.

Develop algorithms for division
Compute k-th roots in FDDS
Solve polynomial equations efficiently
Innovation

Methods, ideas, or system contributions that make the work stand out.

Polynomial algorithms for FDDS
Efficient solution for connected FDDS
Division and k-th roots computation
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