Zipf's Law: Balancing signal usage cost and communication efficiency

Christoph Salge, Nihat Ay, Daniel Polani, Mikhail Prokopenko

Research output: Contribution to journalArticlepeer-review

7 Citations (Scopus)
117 Downloads (Pure)

Abstract

We propose a model that explains the reliable emergence of power laws (e.g., Zipf's law) during the development of different human languages. The model incorporates the principle of least effort in communications, minimizing a combination of the information-Theoretic communication inefficiency and direct signal cost. We prove a general relationship, for all optimal languages, between the signal cost distribution and the resulting distribution of signals. Zipf's law then emerges for logarithmic signal cost distributions, which is the cost distribution expected for words constructed from letters or phonemes. Copyright:

Original languageEnglish
Article numbere0139475
JournalPLoS ONE
Volume10
Issue number10
DOIs
Publication statusPublished - 1 Oct 2015

Fingerprint

Dive into the research topics of 'Zipf's Law: Balancing signal usage cost and communication efficiency'. Together they form a unique fingerprint.

Cite this