dorsal/arxiv
View SchemaEvolution of Vocabulary on Scale-free and Random Networks
| Authors | Alkiviadis Kalampokis, Kosmas Kosmidis, Panos Argyrakis |
|---|---|
| Categories | |
| ArXiv ID | physics/0701087 |
| URL | https://arxiv.org/abs/physics/0701087 |
| DOI | 10.1016/j.physa.2006.12.048 |
Abstract
We examine the evolution of the vocabulary of a group of individuals (linguistic agents) on a scale-free network, using Monte Carlo simulations and assumptions from evolutionary game theory. It is known that when the agents are arranged in a two-dimensional lattice structure and interact by diffusion and encounter, then their final vocabulary size is the maximum possible. Knowing all available words is essential in order to increase the probability to ``survive'' by effective reproduction. On scale-free networks we find a different result. It is not necessary to learn the entire vocabulary available. Survival chances are increased by using the vocabulary of the ``hubs'' (nodes with high degree). The existence of the ``hubs'' in a scale-free network is the source of an additional important fitness generating mechanism.
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"abstract": "We examine the evolution of the vocabulary of a group of individuals\n(linguistic agents) on a scale-free network, using Monte Carlo simulations and\nassumptions from evolutionary game theory. It is known that when the agents are\narranged in a two-dimensional lattice structure and interact by diffusion and\nencounter, then their final vocabulary size is the maximum possible. Knowing\nall available words is essential in order to increase the probability to\n``survive\u0027\u0027 by effective reproduction. On scale-free networks we find a\ndifferent result. It is not necessary to learn the entire vocabulary available.\nSurvival chances are increased by using the vocabulary of the ``hubs\u0027\u0027 (nodes\nwith high degree). The existence of the ``hubs\u0027\u0027 in a scale-free network is the\nsource of an additional important fitness generating mechanism.",
"arxiv_id": "physics/0701087",
"authors": [
"Alkiviadis Kalampokis",
"Kosmas Kosmidis",
"Panos Argyrakis"
],
"categories": [
"physics.soc-ph"
],
"doi": "10.1016/j.physa.2006.12.048",
"title": "Evolution of Vocabulary on Scale-free and Random Networks",
"url": "https://arxiv.org/abs/physics/0701087"
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