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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🤖 AI Summary
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

Multiagent Systems: Other Foundations of Multi Agent SystemsConstraint Satisfaction and Optimization: Other Foundations of Constraint SatisfactionSearch and Optimization: Mixed Discrete/Continuous Search

Application Category

Graph Algorithms and Modeling for the Web: Efficient manipulation of static and dynamic Web-related graphsSemantics and Knowledge: Methods, algorithms and applications for the development of semantic models, knowledge graphs and other forms of structured data models with machine-interpretable semanticsResponsible Web: Human-perceived consequences of algorithmic deployment on the web
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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