G\"odel Number based Clustering Algorithm with Decimal First Degree Cellular Automata

arXiv:2405.04881v1 Announce Type: cross
Abstract: In this paper, a decimal first degree cellular automata (FDCA) based clustering algorithm is proposed where clusters are created based on reachability. Cyclic spaces are created and configurations which are in the same cycle are treated as the same cluster. Here, real-life data objects are encoded into decimal strings using G\"odel number based encoding. The benefits of the scheme is, it reduces the encoded string length while maintaining the features properties. Candidate CA rules are …

abstract algorithm arxiv cellular cluster clustering clustering algorithm cs.et cs.fl cs.lg data life objects paper spaces type