Natural Classes and Natural Classification

Lauri Lehmonen, Arto Annila

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Abstrakti

Categorization is a natural way for us humans to differentiate one object from another as well as to relate entities to each other. However, are there classes in nature independent of human categorization? And is there a fundamental way of classification free from human cataloging? We consider that all objects can be categorized based on their ultimate composition of elemental building blocks, quanta. Our conjecture parallels that of Noether’s theorem but follows from statistical mechanics of open systems. We conclude that the natural categorization places objects to classes so that free energy is consumed in the least time. While the imperative is universal, any classification is subjective. We relate these resolutions to conventional methods of categorization.

Alkuperäiskielienglanti
OtsikkoEfficiency in Complex Systems - Self-Organization Towards Increased Efficiency
ToimittajatGeorgi Yordanov Georgiev, Mahmoud Shokrollahi-Far
Sivumäärä16
JulkaisupaikkaCham
KustantajaSpringer
Julkaisupäivä2022
Sivut11-26
ISBN (painettu)978-3-030-69287-2
DOI - pysyväislinkit
TilaJulkaistu - 2022
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaConference on Complex Systems - Cancun, Meksiko
Kesto: 17 syysk. 201722 syysk. 2017

Julkaisusarja

NimiSpringer Proceedings in Complexity
ISSN (painettu)2213-8684
ISSN (elektroninen)2213-8692

Lisätietoja

Publisher Copyright:
© 2022, Springer Nature Switzerland AG.

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