arXiv:math/9812097math.CT
Applications of Rewriting Systems and Groebner Bases to Computing Kan Extensions and Identities Among Relations
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Abstract
This thesis concentrates on the development and application of rewriting and Groebner basis methods to a range of combinatorial problems. Chapter Two contains the most important result, which is the application of Knuth-Bendix procedures to Kan extensions, showing how rewriting provides a useful method for attempting to solve a variety of combinatorial problems which can be phrased in terms of Kan extensions. Chapter Three shows that the standard Knuth-Bendix algorithm is step-for-step a special case of Buchberger's algorithm. The one-sided cases and higher dimensions are considered. Chapter Four relates rewrite systems, Groebner bases and automata. Automata which only accept irreducibles, and automata which output reduced forms are discussed for presentations of Kan extensions. Reduction machines for rewrite systems are identified with standard output automata and the reduction machines devised for algebras are expressed as Petri nets. Chapter Five uses the completion of a group rewriting system to algorithmically determine a contracting homotopy necessary in order to compute the set of generators for the module of identities among relations using the covering groupoid methods devised by Brown and Razak Salleh. Reducing the resulting set of submodule generators is identified as a Groebner basis problem. Algorithms are implemented in GAP3.
Groebner bases are insanely powerful https://arxiv.org/abs/math/9812097 I have been looking into them lately in the context of ML and I have a hunch that in the future, all ML will be running a Grobner basis algorithm on a large scale.
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